[go: up one dir, main page]

TWI433052B - 使用投影圖案之深度製圖 - Google Patents

使用投影圖案之深度製圖 Download PDF

Info

Publication number
TWI433052B
TWI433052B TW097112039A TW97112039A TWI433052B TW I433052 B TWI433052 B TW I433052B TW 097112039 A TW097112039 A TW 097112039A TW 97112039 A TW97112039 A TW 97112039A TW I433052 B TWI433052 B TW I433052B
Authority
TW
Taiwan
Prior art keywords
pattern
image
transparent sheet
captured
spots
Prior art date
Application number
TW097112039A
Other languages
English (en)
Other versions
TW200847061A (en
Inventor
Barak Freedman
Alexander Shpunt
Meir Machline
Yoel Arieli
Original Assignee
Primesense Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US11/899,542 external-priority patent/US8150142B2/en
Application filed by Primesense Ltd filed Critical Primesense Ltd
Publication of TW200847061A publication Critical patent/TW200847061A/zh
Application granted granted Critical
Publication of TWI433052B publication Critical patent/TWI433052B/zh

Links

Classifications

    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F21LIGHTING
    • F21VFUNCTIONAL FEATURES OR DETAILS OF LIGHTING DEVICES OR SYSTEMS THEREOF; STRUCTURAL COMBINATIONS OF LIGHTING DEVICES WITH OTHER ARTICLES, NOT OTHERWISE PROVIDED FOR
    • F21V5/00Refractors for light sources
    • F21V5/04Refractors for light sources of lens shape
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/24Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures
    • G01B11/25Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures by projecting a pattern, e.g. one or more lines, moiré fringes on the object
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/50Depth or shape recovery
    • G06T7/521Depth or shape recovery from laser ranging, e.g. using interferometry; from the projection of structured light
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/10Image acquisition
    • G06V10/12Details of acquisition arrangements; Constructional details thereof
    • G06V10/14Optical characteristics of the device performing the acquisition or on the illumination arrangements
    • G06V10/145Illumination specially adapted for pattern recognition, e.g. using gratings
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00Indexing scheme relating to image or video recognition or understanding
    • G06V2201/12Acquisition of 3D measurements of objects
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N13/00Stereoscopic video systems; Multi-view video systems; Details thereof
    • H04N13/30Image reproducers

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • General Engineering & Computer Science (AREA)
  • Optics & Photonics (AREA)
  • Artificial Intelligence (AREA)
  • Signal Processing (AREA)
  • Length Measuring Devices By Optical Means (AREA)

Description

使用投影圖案之深度製圖
本發明大體而言係關於用於三維(3D)物件之製圖之方法及系統,且具體言之係關於光學3D製圖。
在此項技術中已知光學3D製圖(亦即,藉由處理物件之光學影像而產生物件之表面的3D輪廓)各種方法。
一些方法係基於將雷射斑點圖案投影至物件上且接著分析物件上之圖案之影像。舉例而言,揭示內容以引用方式併入本文中的PCT國際公開案WO 2007/043036描述一種用於物件重建之系統及方法,其中相干光源及隨機斑點圖案之產生器將相干隨機斑點圖案投影至物件上。成像單元偵測受照區域之光回應且產生影像資料。將物件之影像中之圖案相對於該圖案之基準影像之移位用於物件之3D圖之即時重建中。
光學3D製圖之其他方法將不同種類之圖案投影至待製圖之物件上。舉例而言,PCT國際公開案WO 93/03579描述一種三維視覺系統,其中一個或兩個投影儀建立包含具有不同週期性及角度之兩組平行條紋之結構光。作為另一實例,美國專利第6,751,344號描述一種用於光學掃描受試者之方法,其中該受試者係用離散二維影像物件之矩陣(諸如,點柵格)來照明。其他方法包括投影一光柵圖案,如(例如)美國專利4,802,759中所描述。上文提及之專利及公開案之揭示內容以引用方式併入本文中。
在本發明之實施例中,將光點之圖案投影至物件上,且處理該物件上之該圖案之影像以便重建該物件之3D圖。該物件上之該圖案係藉由將光輻射投影穿過含有該圖案之透明片而建立。本文中所揭示之實施例就此而言不同於使用雷射斑點之3D重建方法,在該方法中,該圖案係使用漫射體藉由光干涉而建立。同時,用於此等實施例中之新穎圖案使得有可能使用用以投影圖案之單一固定透明片及用以捕捉物件之影像之單一固定影像捕捉總成來快速且準確地執行3D重建。
因此,根據本發明之實施例,提供用於對物件製圖之設備,其包括:一照明總成,其包括:一單一透明片,其含有光點之固定圖案;及一光源,其經組態以用光輻射透照該單一透明片以便將該圖案投影至該物件上;一影像捕捉總成,其經組態以捕捉使用該單一透明片而投影至該物件上的該圖案之影像;及一處理器,其經耦接以處理由該影像捕捉總成捕捉之影像以便重建該物件之三維(3D)圖。
在所揭示之實施例中,該圖案在由該設備進行製圖的深度範圍內係不相關的。
在一些實施例中,該影像捕捉總成經配置以自相對於該照明總成之單一固定位置及角度捕捉該物件上之該圖案之 影像。通常,該透明片及該光源係固定在該照明總成中之各別位置,且該處理器經組態以在該透明片及該光源僅位於該等各別位置的情況下使用僅自該單一固定位置及角度捕捉之影像來重建該3D圖。
在一個實施例中,該光源包括該光輻射之點源。或者,該光源可包括發光二極體(LED)。
在所揭示之實施例中,該處理器經配置以處理在該物件移動時捕捉的一連續影像以便對該物件之3D移動製圖,其中該物件為人體之部分,且該3D移動包括由人體之部分作出的姿勢,且其中該處理器經耦接以回應於該姿勢而將一輸入提供至電腦應用程式。
因此,根據本發明之實施例,亦提供用於對物件製圖之設備,其包括:一照明總成,其包括:一透明片,其含有光點之不相關圖案;及一光源,其經組態以用光輻射透照該透明片以便將該不相關圖案投影至該物件上;一影像捕捉總成,其經組態以捕捉投影至該物件上的該不相關圖案之影像;及一處理器,其經耦接以處理該由該影像捕捉總成捕捉之影像以便重建該物件之三維(3D)圖。
在一實施例中,該不相關圖案包括一虛擬隨機圖案。在另一實施例中,該不相關圖案包括一準週期性圖案,其中該準週期性圖案具有n重對稱性,其中n=5或n≧7。
通常,該不相關圖案具有小於1/e之工作循環。其他或另外,該等光點具有橫跨該圖案而改變之局部工作循環。
在替代實施例中,該透明片含有在第一方向上週期性地重複之複數個平行帶,每一帶含有在垂直於該第一方向之第二方向上橫跨該透明片之至少一部分而延伸的該不相關圖案之複本。
在一些實施例中,該處理器經組態以藉由找出在投影至該物件上的該圖案之該影像中捕捉的該物件之多個區域上之該等光點之該圖案與該圖案之基準影像之間的各別偏移來導出該3D圖,其中該等各別偏移指示該等區域與該影像捕捉總成之間的各別距離。在一實施例中,該等光點具有沿著軸線橫跨該圖案而單調地改變之局部工作循環,且該處理器經組態以回應於該局部工作循環而判定該影像中之該多個區域之局部灰階,且基於該等局部灰階而估計該等各別偏移。
在替代實施例中,該透明片中之該等光點包含以該固定圖案或該不相關圖案配置之微透鏡。
此外,根據本發明之實施例,提供用於對物件製圖之設備,其包括:一照明總成,其包括:一透明片,其含有以非均勻圖案配置之複數個微透鏡;及一光源,其經組態以用光輻射透照該透明片以便將該圖案投影至該物件上; 一影像捕捉總成,其經組態以捕捉使用該透明片而投影至該物件上的該圖案之影像;及一處理器,其經耦接以處理由該影像捕捉總成捕捉之影像以便重建該物件之三維(3D)圖。
通常,該等微透鏡經組態以聚焦該光輻射以按照該非均勻圖案在焦平面處形成各別焦點,且該光源包括用於將該等焦點之該非均勻圖案自該焦平面投影至該物件上的光學器件。或者,該等微透鏡中之至少一些具有不同焦距,且該光源包括用於投影該等焦點之該非均勻圖案以使得投影在該物件上之該圖案隨著與該照明總成相距之距離而改變之光學器件。
另外,根據本發明之實施例,提供一種用於對物件製圖之方法,其包括:透照含有光點之固定圖案之單一透明片以便將該圖案投影至該物件上;捕捉使用該單一透明片而投影至該物件上的該圖案之影像;及處理該所捕捉之影像以便重建該物件之三維(3D)圖。
此外,根據本發明之實施例,提供一種用於對物件製圖之方法,其包括:一照明總成,其包括:透照含有光點之不相關圖案之透明片以便將該不相關圖案投影至該物件上;捕捉投影至該物件上的該不相關圖案之影像;及 處理該所捕捉之影像以便重建該物件之三維(3D)圖。
此外,根據本發明之實施例,提供一種用於對物件製圖之方法,其包括:透照含有以非均勻圖案配置之複數個微透鏡之透明片以便將該非均勻圖案投影至該物件上;捕捉投影至該物件上的該非均勻圖案之影像;及處理該所捕捉之影像以便重建該物件之三維(3D)圖。
結合隨附諸圖將自本發明之以下【實施方式】較全面地理解本發明。
圖1為根據本發明之實施例之用於3D光學製圖之系統20的示意性圖像說明。系統20包含一成像裝置22,其產生一圖案並將該圖案投影至一物件28上且捕捉呈現在該物件上之該圖案之影像。裝置22之設計及操作之細節將展示於以下諸圖中且將在下文中參看該等圖來描述。
在一些實施例中,裝置22將光點之不相關圖案投影至物件28上。在本專利申請案之情形下及在申請專利範圍中,術語"不相關圖案"指代光點(可為明亮或黑暗的)之經投影之圖案,該等光點之位置在橫穿投影束軸線之平面中係不相關的。該等位置在如下意義上係不相關的:隨橫向移位而變之圖案之自相關對於大於光點大小且不大於可在由該系統製圖之深度範圍內出現之最大移位的任何移位係無關緊要的。諸如雷射斑點圖案之隨機圖案在此意義上係不相關的。由人或電腦設計建立之合成圖案(諸如,虛擬隨機 圖案及準週期性圖案)在上述定義所規定之範圍內亦可為不相關的。
影像處理器24處理由裝置22產生之影像資料以重建物件28之3D圖。術語"3D圖"指代表示該物件之表面的一組3D座標。基於影像資料之此圖之導出在本文中被稱為"3D製圖"或被等效地稱為"3D重建"。基於投影至物件28上的圖案之影像中之光點相對於與裝置22相距已知距離之參考圖案的橫向移位,影像處理器24藉由三角測量來計算物件28之表面上之點的3D座標。用於此類使用投影雷射斑點圖案之基於三角測量之3D製圖的之方法描述於上文提及之PCT公開案WO 2007/043036中及2007年3月8日申請且公開為WO 2007/105205的PCT專利申請案PCT/IL2007/000306中,該PCT專利申請案被讓渡給本專利申請案之受讓人,且其揭示內容以引用方式併入本文中。此等方法可加以必要的變更而使用合成的不相關圖案在系統20中加以實施。
影像處理器24可包含一通用電腦處理器,其係在軟體中程式化以執行下文中所描述之功能。舉例而言,該軟體可經由網路以電子錶單下載至處理器24,或該軟體可替代地提供於諸如光學、磁性或電子記憶體媒體之有形媒體上。其他或另外,該影像處理器之功能中之一些或全部可實施於諸如定製或半定製積體電路或可程式化之數位信號處理器(DSP)之專用硬體中。雖然處理器24在圖1中係以實例方式展示為來自成像裝置22之獨立單元,但處理器24之處理功能中之一些或全部可由該成像裝置之外殼內的適合之專 用電路或與該成像裝置相關聯之其他電路來執行。
由處理器24產生之3D圖可用於廣泛的不同目的。舉例而言,該圖可被發送至諸如顯示器26之輸出裝置,其展示該物件之偽3D影像。在圖1中所示之實例中,物件28包含受試者之主體之全部或部分(諸如,手)。在此狀況下,系統20可用以提供基於姿勢之使用者介面,其中,替代諸如滑鼠、操縱桿或其他附件之觸覺介面元件,藉由裝置22而偵測之使用者移動控制諸如遊戲的互動式電腦應用程式。或者,系統20可用以建立其他類型之物件之3D圖,以用於需要3D座標分布之大體上任何應用程式。
圖2為根據本發明之實施例之裝置22的示意性俯視圖。裝置22中之照明總成30包含一光源34(如下文所解釋,其可為不具額外光學器件之點源,諸如,雷射)及一透明片36,該兩者組合地使用以將光點之圖案投影至物件28上。在本專利申請案之情形下且在申請專利範圍中,術語"透明片"以其普通意義使用以意謂透明支撐體上之正影像。幻燈片及箔片為該等透明片之實例。在本發明之一些實施例中,透明片36上之正影像為待投影至物件28上之圖案之影像。為達成此等實施例之目的,固定在總成30之外殼中、具有光點之固定不相關圖案之單一固定透明片係足夠的。或者,該照明總成可經組態以藉由在不同固定透明片之間交替或使用可變透明片(諸如,可程式化之空間光調變器)來提供可變圖案。
透明片36可含有各種種類的光點之固定不相關圖案。舉 例而言,該透明片可含有根據虛擬隨機分布函數之值而分布在該透明片之區域上的二元(白色/黑色)光點之圖案。將參看圖4及圖5在下文中描述不相關光點圖案之其他實例。為了製圖過程中之良好效能,該光點圖案具有低的工作循環(亦即,圖案之具有平均亮度以上亮度的區域之分數不大於l/e 且希望其小於1/4或甚至小於1/10)係有利的。低的工作循環在增加3D製圖之光點移位偵測之信雜比方面係有益的。
光源34用光輻射透照透明片36以便將該透明片所含的該光點圖案之影像投影至物件28上。(術語"光"及"光輻射"在本專利申請案之情形下指代任何頻帶之光輻射,包括紅外線及紫外線以及可見光。然而,在一些應用中,由於適合之低成本光源及偵測器之可用性及該光點圖案因此而為人類觀察者不可見的事實,近紅外光係較佳的。)在圖2中所示之組態中,光源34為點源,此意謂由該光源發射之輻射線自足夠小的位點發出,使得透明片36上之光點圖案被清晰地複製在物件28上。出於此目的,光源34可包含(例如)具有大的角散度之相干源,諸如,雷射二極體。當點源係以此方式與該透明片一起使用時,不需要其他投影光學器件。或者,舉例而言,該照明總成可包含適合之投影光學器件,如圖3中所示。在任一狀況下,該光源通常係在相對於透明片36固定之位置安裝在總成30之外殼中。
影像捕捉總成32捕捉由照明總成30投影至物件28上的該圖案之影像。總成32包含物鏡光學器件40,其將該影像聚 焦至影像感應器42上。通常,感應器42包含偵測器元件44之直線陣列,諸如,基於CCD或CMOS之影像感應器陣列。總成32亦可包含帶通濾光片(圖中未展示),其經選擇並定位以使得感應器42僅接收在光源34之發射帶中之光,同時濾出可能另外減小由感應器捕捉之所投影之圖案的影像之對比度的環境光。
在圖2中所展示之實施例中,照明總成30與影像捕捉總成32保持為固定空間關係。影像處理器24所使用的此組態及處理技術使得有可能在無照明總成與影像捕捉總成之間的相對移動且無移動部分的情況下,使用單一影像捕捉總成來執行3D製圖。或者,將在下文中描述的照明及製圖技術可與其他種類之影像捕捉總成結合而在各種不同組態(諸如上文之[先前技術]中所描述之組態)中使用。舉例而言,影像捕捉總成可為可相對於照明總成而移動的。另外或其他,兩個或兩個以上之影像捕捉總成可用以自不同角度捕捉物件28之影像。
為了簡化3D圖及歸因於圖2之組態中之物件28之運動的圖之改變的計算,可安裝總成30及32以使得通過影像捕捉總成32之入射光瞳之中心及由光源34形成於透明片36上之光點的軸線平行於感應器40之軸線中之一者(為方便起見,將其看作為X軸,而Z軸對應於與裝置22相距之距離)。在上文提及之PCT專利申請案PCT/IL2007/000306中進一步解釋此配置之優點。
具體言之,藉由此配置中之三角測量,物件上之點的Z 方向移位δZ將在於該影像中觀測到之光點圖案中造成伴隨的橫向移位δX。因此可藉由量測由總成32捕捉的影像中之光點之X座標相對於在已知距離Z處取得之基準影像的移位來判定物件上之點之Z座標以及隨時間的Z座標之移位。可忽視Y方向移位。雖然該方法之態樣亦可能適合於與其他類型之圖案一起使用,但此種類之三角測量方法在使用光點之不相關圖案的3D製圖中尤其適當。
因此,為了產生物件28之3D圖,影像處理器24(圖1)比較所捕捉之影像之每一區域中之光點之群組與該基準影像以便找出基準影像中之光點之最緊密匹配之群組。影像中之光點之匹配群組之間的相對移位產生所捕捉之影像之區域相對於該基準影像的Z方向移位。可使用此項技術中已知的影像相關或其他影像匹配計算方法來量測該光點圖案中之移位。在上文提及之PCT專利申請案及PCT國際公開案WO 2007/043036中描述一些例示性方法。
圖3為根據本發明之替代實施例之照明總成50的示意性俯視圖,該照明總成50可替代總成30而用於裝置22中。在此實施例中,透明片36係使用非點光源(諸如,發光二極體(LED)52)以適合之光學器件54及56來透照。圖3中之光學器件54及56之組態及位置係任意的,且任何適合種類之投影光學器件可用以使用來自LED 52之光將來自透明片36之圖案之影像投影至物件28上。如同在總成30(圖2)中一樣,照明總成50之元件可固定在該總成之外殼內。LED 52在總成50中之使用在減小該總成之大小、成本及散熱方面 以及改良該總成之平均故障間隔時間(MTBF)及總可靠性方面係有利的。此外,因為LED發射在相對窄之波長帶中之光,所以由物鏡光學器件40(圖2)收集之光可被影像捕捉總成32中之適合的帶通濾光片有效地過濾,如上文所解釋。
圖4為根據本發明之實施例之圖案60的示意性表示,該圖案60可含於透明片36中。圖案60係準週期性的,其具有基礎的五重對稱性。準週期性圖案之特徵在於頻域(互反空間)中之相異尖峰,但不含有在空間域(實空間)中的圖案之區域上重複的單位格子。舉例而言,圖案60屬於具有由以下方程式描述之局部強度I (r)之n重對稱性之圖案家族: 其中對於n=5或n≧7(n=5,7,8,…),此等圖案在上文所定義之意義上係不相關的。或者,透明片36可含有其他類型之不相關準週期性圖案。
準週期性圖案在系統20中之使用在以下方面係有利的:圖案具有具相異尖峰之已知空間頻譜(與頻譜平坦之隨機圖案及虛擬隨機圖案相反)。處理器24可在過濾由影像捕捉總成32捕捉的該圖案之數位影像時使用此頻譜資訊,且因此可減少雜訊及環境光在影像相關計算中的效應。另一方面,因為該圖案在由該系統製圖的深度範圍內係不相關的,所以錯誤的製圖結果之可能性減小,因為僅物件之影像之區域與基準影像之對應區域之間的正確匹配將產生高 相關值。
圖5為根據本發明之另一實施例之圖案70的示意性表示,該圖案70可含於透明片36中。圖案70包含散布有白色像素74之黑色像素72之虛擬隨機分布,其中白色像素之局部工作循環沿著水平(X)軸線單調地減小。換言之,在任何局部區域中,黑色像素及白色像素之分布係隨機的。然而,就較大區域(例如,一10×10個像素之區塊)而言,白色像素之數目相對於黑色像素之數目橫跨該圖案而自左向右減小。將此區塊上之像素值之和視為其灰階,灰階類似地橫跨該圖案而單調減小。
當幻燈片36含有圖案70時,投影至物件28上之圖案之灰階在以低解析度觀察時將同樣地橫跨該物件之該影像而改變。因此,在初始處理階段中,處理器24可以低解析度處理該影像以判定該物件之該影像中之每一區域的灰階。該處理器可接著比較此灰階與橫跨該基準影像之灰階之分布以便進行該物件之每一區域之深度(Z座標)的粗略估計。對一些應用而言,此粗略估計可為足夠的。
或者,該處理器可針對該物件之該影像之每一區域在選擇該基準影像之適當區域(在其中搜尋該光點圖案之匹配部分)時使用此初始估計。藉由使光點圖案匹配,該處理器計算較準確之深度值。此兩步驟處理方法在避免錯誤製圖結果上且可能在減少總的計算時間上可為有利的。雖然圖5展示虛擬隨機圖案,但橫跨該透明片的光點密度之變化可類似地應用於其他種類之圖案。
圖6為根據本發明之又一實施例之圖案80的示意性表示,該圖案80可含於透明片36中。圖案80包含週期性地重複之多個平行帶82,每一帶包含光點之相同虛擬隨機分布之複本。根據圖2中之軸線的配置,假定該等帶在X方向上橫跨該透明片(或橫跨該透明片之至少一部分)而延伸,X方向在圖6中為水平的。如上文所述,當裝置22係以圖2中所示之方式組態(其中影像捕捉總成32之入射光瞳及由光源34在透明片36上形成之光點平行於X軸而對準)時,僅必須量測投影在物件上之圖案之X方向移位以便對物件之Z座標製圖。可忽視Y方向移位。因此,圖案在X方向上不相關係足夠的,而Y方向相關並不重要(針對大於相關窗之大小的距離)。
因為圖案80中之帶82在Y方向中週期性地重複,所以處理器24可在判定物件之影像中之區域的X方向移位時使用單一帶82之影像作為基準影像,而與該區域之Y座標無關。因此,儲存該基準影像所需之記憶體減少。計算之複雜性亦可降低,因為搜尋該基準影像中之匹配區域的範圍係有限的。帶82可替代地包含在X方向上不相關的其他類型之圖案,諸如,上文在圖4及圖5中所展示之類型之圖案“
現參看圖7A及圖7B,其示意性地說明根據本發明之實施例之透明片90,該透明片90可替代透明片36(圖3)而用於照明總成50中。圖7A為透明片之正視圖,而圖7B為側視圖。
在此實施例中,透明片90上之光點包含微透鏡92,該等微透鏡係以非均勻、不相關圖案(諸如,隨機或虛擬隨機圖案)分布在透明基板94上。該圖案之工作循環係由每一單位面積中之微透鏡之密度及該等微透鏡及其他投影光學器件(其界定焦點大小)之光學特性給出。如上文所解釋,該工作循環通常(雖然未必)小於1/e。微透鏡92可使用光微影製程而形成於基板94上,例如,如用以製造此項技術中已知的均勻微透鏡柵格陣列一樣。此等製程能夠製造直徑為約0.1 mm且焦距為5至6 mm的微透鏡。或者,取決於製程及應用要求,微透鏡92可具有更大或更小尺寸及焦距。
如圖7B中所示,微透鏡92將來自諸如LED 52之光源之光聚焦至焦平面96上。每一微透鏡因此在該焦平面處形成對應的明亮焦點。光學器件56將明亮光點之此圖案投影至物件28上。為說明清楚起見,微透鏡92在圖7A及圖7B中被展示為稀疏地分布在基板94之區域上,但實務上,該等微透鏡可較密集地封裝。藉由與上述其他實施例進行比較,此配置在以下方面係有利的:大體上來自該光源之所有光被投影至該物件上。透明片90有效地重分布該光,而非阻斷圖案之黑色區域中之光的一部分。
作為另一替代,該等微透鏡可具有非均勻焦距。舉例而言,不同微透鏡可具有不同焦距,使得投影在物件上之圖案隨著與照明總成相距之距離而改變。作為另一實例,該等微透鏡中之一些或全部可具有多個不同焦距。其他或另外,該等微透鏡或投影光學器件(諸如,圖3中之光學器件 56)可為散光的,此意謂著其在不同平面中具有不同焦距,使得光點之形狀將隨著距離而改變。(作為又一替代,可藉由使物鏡光學器件40(圖2)散光來獲得等效結果。)如(例如)PCT國際公開案WO 2007/996893及WO 2007/105215中所描述,此等種類之深度改變圖案可在範圍製圖中使用,該等公開案之揭示內容以引用方式併入本文中。
圖8為根據本發明之另一實施例之照明總成100的示意性俯視圖,該照明總成100可替代總成30(圖2)或總成50(圖3)而用於3D製圖中。在此狀況下,來自LED 52或來自另一源之光係由光學器件54引導穿過漫射體102、繼而穿過均勻微透鏡陣列104。在此組態中,該漫射體所引入的波前變化將引起由該等微透鏡形成之光點之位置的隨機化。光學器件56將光點之此圖案投影至待進行製圖的物件上。亦在此狀況下,散光光學器件或其他構件可用以使該圖案隨著與照明總成相距之距離而改變。
圖4至圖6及圖7A/圖7B中之圖案僅以實例方式展示的,且含有其他種類之不相關圖案之透明片可類似地用於系統20中且被認為在本發明之範疇內。此外,雖然上文所描述之實施例與上文所描述的系統20之特定組態及裝置22之設計相關,但本發明之特定原理可類似地應用於光學3D製圖的其他類型之系統及裝置中。舉例而言,上文所描述之實施例之態樣可應用於如下系統中:其使用多個影像捕捉總成,或其中,影像捕捉總成及照明總成可相對於彼此而移 動。
因此,應瞭解,上文所描述之實施例係以實例方式引用的,且本發明並不限於在上文中特定展示並描述的內容。實情為,本發明之範疇包括上文中所描述之各種特徵之組合及子組合兩者以及其變化及修改,熟習此項技術者在閱讀前述描述之後將清楚該等變化及修改且該等變化及修改未在先前技術中予以揭示。
20‧‧‧系統
22‧‧‧成像裝置
24‧‧‧影像處理器
26‧‧‧顯示器
28‧‧‧物件
30‧‧‧照明總成
32‧‧‧影像捕捉總成
34‧‧‧光源
36‧‧‧透明片
40‧‧‧物鏡光學器件
42‧‧‧影像感應器
44‧‧‧偵測器元件之直線陣列
50‧‧‧照明總成
52‧‧‧發光二極體(LED)/光源
54‧‧‧光學器件
56‧‧‧光學器件
60‧‧‧圖案
70‧‧‧圖案
72‧‧‧黑色像素
74‧‧‧白色像素
80‧‧‧圖案
82‧‧‧平行帶
90‧‧‧透明片
92‧‧‧微透鏡
94‧‧‧透明基板
96‧‧‧焦平面
100‧‧‧照明總成
102‧‧‧漫射體
104‧‧‧均勻微透鏡陣列
圖1為根據本發明之實施例之用於3D製圖之系統的示意性圖像說明;圖2為根據本發明之實施例之用於3D製圖中的成像裝置之示意性俯視圖;圖3為根據本發明之實施例之用於3D製圖中的照明總成之示意性俯視圖;圖4至圖6為根據本發明之實施例之用於3D製圖中的圖案之示意性表示;圖7A為根據本發明之實施例之用於3D製圖中的透明片之示意性正視圖;圖7B為根據本發明之實施例之圖7A之透明片的示意性側視圖,其展示光線穿過透明片之通路;及圖8為根據本發明之另一實施例之用於3D製圖中的照明總成之示意性俯視圖。
20‧‧‧系統
22‧‧‧成像裝置
24‧‧‧影像處理器
26‧‧‧顯示器
28‧‧‧物件

Claims (46)

  1. 一種用於對一物件製圖之設備,其包含:一照明總成,其包含:一單一透明片,其含有光點之一固定圖案;及一光輻射之點源,其經組態以用光輻射透照該單一透明片以便將該圖案投影至該物件上;一影像捕捉總成,其經組態以捕捉使用該單一透明片而投影至該物件上的該圖案之一影像;及一處理器,其經耦接以處理由該影像捕捉總成捕捉之該影像以便重建該物件之一三維(3D)圖。
  2. 如請求項1之設備,其中該圖案在由該設備製圖的一深度範圍內係不相關的。
  3. 如請求項1之設備,其中該處理器經配置以藉由找出在投影至該物件上之該圖案之該影像中捕捉的該物件之多個區域上之該等光點之該圖案與該圖案之一基準影像之間的各別偏移來導出該3D圖,其中該等各別偏移指示該等區域與該影像捕捉總成之間的各別距離。
  4. 如請求項1之設備,其中該影像捕捉總成經配置以自一相對於該照明總成之單一固定位置及角度捕捉該物件上之該圖案之影像。
  5. 如請求項4之設備,其中該透明片及該點源係固定在該照明總成中之各別位置。
  6. 如請求項5之設備,其中該處理器經組態以在該透明片及該點源僅位於該等各別位置的情況下使用僅自該單一 固定位置及角度捕捉之該等影像來重建該3D圖。
  7. 如請求項6中任一項之設備,其中該處理器經配置以處理在該物件移動時捕捉之一連續影像以便對該物件之一3D移動製圖。
  8. 如請求項7之設備,其中該物件為一人體之一部分,且其中該3D移動包含一由該人體之該部分作出的姿勢,且其中該處理器經耦接以回應於該姿勢而將一輸入提供至一電腦應用程式。
  9. 如請求項1之設備,其中該透明片中之該等光點包含以該固定圖案配置之微透鏡。
  10. 一種用於對一物件製圖之設備,其包含:一照明總成,其包含:一透明片,其含有光點之一不相關圖案;及一光源,其經組態以用光輻射透照該透明片以便將該不相關圖案投影至該物件上,其中該不相關圖案具有一小於1/e之空間工作循環;一影像捕捉總成,其經組態以捕捉投影至該物件上之該不相關圖案之一影像;及一處理器,其經耦接以處理由該影像捕捉總成捕捉之該影像以便重建該物件之一三維(3D)圖。
  11. 如請求項10之設備,其中該不相關圖案包含一虛擬隨機圖案。
  12. 如請求項10之設備,其中該不相關圖案包含一準週期性圖案。
  13. 如請求項12之設備,其中該準週期性圖案具有一n 重對稱性,其中n =5或n 7。
  14. 如請求項10之設備,其中該等光點具有一橫跨該圖案而改變之局部工作循環。
  15. 如請求項10之設備,其中該透明片含有在一第一方向上週期性地重複之複數個平行帶,每一帶含有在一垂直於該第一方向之第二方向上橫跨該透明片之至少一部分而延伸的該不相關圖案之一複本。
  16. 如請求項10至15中任一項之設備,其中該處理器經組態以藉由找出在投影至該物件上的該圖案之該影像中捕捉的該物件之多個區域上之該等光點之該圖案與該圖案之一基準影像之間的各別偏移來導出該3D圖,其中該等各別偏移指示該等區域與該影像捕捉總成之間的各別距離。
  17. 如請求項16之設備,其中該等光點具有一沿著一軸線橫跨該圖案而單調地改變之局部工作循環,且其中該處理器經組態以回應於該局部工作循環而判定該影像中之該多個區域之局部灰階,且基於該等局部灰階來估計該等各別偏移。
  18. 如請求項10之設備,其中該透明片中之該等光點包含以該不相關圖案配置之微透鏡。
  19. 一種用於對一物件製圖之設備,其包含:一照明總成,其包含:一透明片,其含有以一非均勻圖案配置之複數個微 透鏡;及一光源,其經組態以用光輻射透照該透明片以便將該圖案投影至該物件上;一影像捕捉總成,其經組態以捕捉使用該透明片而投影至該物件上的該圖案之一影像;及一處理器,其經耦接以處理由該影像捕捉總成捕捉之該影像以便重建該物件之一三維(3D)圖。
  20. 如請求項19之設備,其中該等微透鏡經組態以聚焦該光輻射以按照該非均勻圖案在一焦平面處形成各別焦點,且其中該光源包含用於將該等焦點之該非均勻圖案自該焦平面投影至該物件上的光學器件。
  21. 如請求項19之設備,其中該等微透鏡中之至少一些具有非均勻焦距,且其中該光源包含用於投影該等焦點之該非均勻圖案以使得投影在該物件上的該圖案隨著與該照明總成相距之距離而改變之光學器件。
  22. 一種用於對一物件製圖之方法,其包含:藉由由一點源將光輻射投影通過單一透明片透照一含有光點之一固定圖案之單一透明片以便將該圖案投影至該物件上;捕捉使用該單一透明片而投影至該物件上的該圖案之一影像;及處理該所捕捉之影像以便重建該物件之一三維(3D)圖。
  23. 如請求項22之方法,其中該圖案在由該方法製圖的一深 度範圍內係不相關的。
  24. 如請求項22之方法,其中處理該所捕捉之影像包含找出在投影至該物件上的該圖案之該影像中捕捉的該物件之多個區域上之該等光點之該圖案與該圖案之一基準影像之間的各別偏移及回應於該等各別偏移而判定與該等區域相距之各別距離。
  25. 如請求項22之方法,其中捕捉該影像包含自一相對於該單一透明片之單一固定位置及角度捕捉該物件上之該圖案之影像。
  26. 如請求項25之方法,其中該透明片及該點源係相對於彼此而固定於各別位置。
  27. 如請求項25之方法,其中處理該所捕捉之影像包含在未使用自除該單一固定位置及角度外的任何位置或角度捕捉的其他影像且未使該透明片及該光源自該等固定的各別位置移動的情況下重建該3D圖。
  28. 如請求項22至27中任一項之方法,其中處理該所捕捉之影像包含處理在該物件移動時捕捉的一連續影像以便對該物件之一3D移動製圖。
  29. 如請求項28之方法,其中該物件為一人體之一部分,且其中該3D移動包含一由該人體之該部分作出的姿勢,且其中處理該等影像之該序列包含回應於該姿勢而將一輸入提供至一電腦應用程式。
  30. 如請求項22之方法,其中該透明片中之該等光點包含以該固定圖案配置之微透鏡。
  31. 一種用於對一物件製圖之方法,其包含:透照一含有光點之一不相關圖案之透明片以便將該不相關圖案投影至該物件上,其中該不相關圖案具有一小於1/e之空間工作循環;捕捉投影至該物件上的該不相關圖案之一影像;及處理該所捕捉之影像以便重建該物件之一三維(3D)圖。
  32. 如請求項31之方法,其中該不相關圖案包含一虛擬隨機圖案。
  33. 如請求項31之方法,其中該不相關圖案包含一準週期性圖案。
  34. 如請求項33之方法,其中該準週期性圖案具有一n 重對稱性,其中n =5或n 7。
  35. 如請求項31之方法,其中該等光點具有一橫跨該圖案而改變之局部工作循環。
  36. 如請求項31之方法,其中該透明片含有在一第一方向上週期性地重複之複數個平行帶,每一帶含有在一垂直於該第一方向之第二方向上橫跨該透明片之至少一部分而延伸的該不相關圖案之一複本。
  37. 如請求項31至36中任一項之方法,其中處理該所捕捉之影像包含找出在投影至該物件上的該圖案之該影像中捕捉的該物件之多個區域上之該等光點之該圖案與該圖案之一基準影像之間的各別偏移及回應於該等各別偏移而判定與該等區域相距之各別距離。
  38. 如請求項37之方法,其中該等光點具有一沿著一軸線橫跨該圖案而單調地改變之局部工作循環,且其中找出該等各別偏移包含回應於該局部工作循環而判定該影像中之該多個區域之局部灰階及基於該等局部灰階而估計該等各別偏移。
  39. 如請求項31之方法,其中該透明片中之該等光點包含以該不相關圖案配置之微透鏡。
  40. 一種用於對一物件製圖之方法,其包含:透照一含有以一非均勻圖案配置之複數個微透鏡之透明片以便將該非均勻圖案投影至該物件上;捕捉投影至該物件上的該非均勻圖案之一影像;及處理該所捕捉之影像以便重建該物件之一三維(3D)圖。
  41. 如請求項40之方法,其中該等微透鏡經組態以聚焦光輻射以按照該非均勻圖案在一焦平面處形成各別焦點,且其中透照該透明片包含將該等焦點之該非均勻圖案自該焦平面投影至該物件上。
  42. 如請求項40之方法,其中該等微透鏡中之至少一些具有非均勻焦距,且其中透照該透明片包含投影該等焦點之該非均勻圖案以使得投影在該物件上之該圖案隨著與該透明片相距之距離而改變。
  43. 一種用於對一物件製圖之設備,其包含:一照明總成,其包含:一漫射體; 一光源,其經組態以用光輻射透照該漫射體;一透明片,其含有一陣列之微透鏡,該等微透鏡經配置以聚焦透射穿過該漫射體之該光輻射,藉此產生光點之一圖案;及投影光學器件,其經配置以將該圖案投影至該物件上;一影像捕捉總成,其經組態以捕捉使用該透明片而投影至該物件上的該圖案之一影像;及一處理器,其經耦接以處理由該影像捕捉總成捕捉之該影像以便重建該物件之一三維(3D)圖。
  44. 如請求項43之設備,其中該照明總成經組態以投影該圖案,以使得該圖案隨著與該照明總成相距之距離而改變。
  45. 一種用於對一物件製圖之方法,其包含:用光輻射透照一漫射體;使用一陣列之微透鏡來聚焦透射穿過該漫射體之該光輻射,藉此產生光點之一圖案;將該圖案投影至該物件上;捕捉投影至該物件上的該圖案之一影像;及處理該所捕捉之影像以便重建該物件之一三維(3D)圖。
  46. 如請求項45之方法,其中該所投影之圖案隨著與該陣列之微透鏡相距之距離而改變。
TW097112039A 2007-04-02 2008-04-02 使用投影圖案之深度製圖 TWI433052B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US90948707P 2007-04-02 2007-04-02
US11/899,542 US8150142B2 (en) 2007-04-02 2007-09-06 Depth mapping using projected patterns
US1683207P 2007-12-27 2007-12-27

Publications (2)

Publication Number Publication Date
TW200847061A TW200847061A (en) 2008-12-01
TWI433052B true TWI433052B (zh) 2014-04-01

Family

ID=39808782

Family Applications (1)

Application Number Title Priority Date Filing Date
TW097112039A TWI433052B (zh) 2007-04-02 2008-04-02 使用投影圖案之深度製圖

Country Status (3)

Country Link
US (3) US8493496B2 (zh)
TW (1) TWI433052B (zh)
WO (1) WO2008120217A2 (zh)

Families Citing this family (324)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9330324B2 (en) 2005-10-11 2016-05-03 Apple Inc. Error compensation in three-dimensional mapping
US20110096182A1 (en) * 2009-10-25 2011-04-28 Prime Sense Ltd Error Compensation in Three-Dimensional Mapping
JP5001286B2 (ja) 2005-10-11 2012-08-15 プライム センス リミティド 対象物再構成方法およびシステム
US8390821B2 (en) 2005-10-11 2013-03-05 Primesense Ltd. Three-dimensional sensing using speckle patterns
WO2007105215A2 (en) 2006-03-14 2007-09-20 Prime Sense Ltd. Depth-varying light fields for three dimensional sensing
KR101408959B1 (ko) * 2006-03-14 2014-07-02 프라임센스 엘티디. 삼차원 감지를 위한 깊이 가변 광 필드
CN101657825B (zh) 2006-05-11 2014-02-19 普莱姆传感有限公司 根据深度图对人形进行建模
US8090194B2 (en) 2006-11-21 2012-01-03 Mantis Vision Ltd. 3D geometric modeling and motion capture using both single and dual imaging
US8538166B2 (en) 2006-11-21 2013-09-17 Mantisvision Ltd. 3D geometric modeling and 3D video content creation
WO2008087652A2 (en) * 2007-01-21 2008-07-24 Prime Sense Ltd. Depth mapping using multi-beam illumination
US8265793B2 (en) 2007-03-20 2012-09-11 Irobot Corporation Mobile robot for telecommunication
US8150142B2 (en) 2007-04-02 2012-04-03 Prime Sense Ltd. Depth mapping using projected patterns
WO2008120217A2 (en) 2007-04-02 2008-10-09 Prime Sense Ltd. Depth mapping using projected patterns
WO2008155770A2 (en) * 2007-06-19 2008-12-24 Prime Sense Ltd. Distance-varying illumination and imaging techniques for depth mapping
US8166421B2 (en) 2008-01-14 2012-04-24 Primesense Ltd. Three-dimensional user interface
US8933876B2 (en) 2010-12-13 2015-01-13 Apple Inc. Three dimensional user interface session control
US9035876B2 (en) 2008-01-14 2015-05-19 Apple Inc. Three-dimensional user interface session control
WO2009093228A2 (en) 2008-01-21 2009-07-30 Prime Sense Ltd. Optical designs for zero order reduction
US8384997B2 (en) 2008-01-21 2013-02-26 Primesense Ltd Optical pattern projection
US20090219253A1 (en) * 2008-02-29 2009-09-03 Microsoft Corporation Interactive Surface Computer with Switchable Diffuser
EP2289235A4 (en) 2008-05-20 2011-12-28 Pelican Imaging Corp RECORDING AND PROCESSING IMAGES BY MONOLITHIC CAMERA ARRANGEMENT WITH HETEROGENIC IMAGE TRANSFORMER
US11792538B2 (en) 2008-05-20 2023-10-17 Adeia Imaging Llc Capturing and processing of images including occlusions focused on an image sensor by a lens stack array
US8866920B2 (en) 2008-05-20 2014-10-21 Pelican Imaging Corporation Capturing and processing of images using monolithic camera array with heterogeneous imagers
US8456517B2 (en) 2008-07-09 2013-06-04 Primesense Ltd. Integrated processor for 3D mapping
US8462207B2 (en) 2009-02-12 2013-06-11 Primesense Ltd. Depth ranging with Moiré patterns
US8786682B2 (en) 2009-03-05 2014-07-22 Primesense Ltd. Reference image techniques for three-dimensional sensing
US8717417B2 (en) 2009-04-16 2014-05-06 Primesense Ltd. Three-dimensional mapping and imaging
US8417385B2 (en) * 2009-07-01 2013-04-09 Pixart Imaging Inc. Home appliance control device
US9582889B2 (en) 2009-07-30 2017-02-28 Apple Inc. Depth mapping based on pattern matching and stereoscopic information
US8565479B2 (en) 2009-08-13 2013-10-22 Primesense Ltd. Extraction of skeletons from 3D maps
JP5588310B2 (ja) 2009-11-15 2014-09-10 プライムセンス リミテッド ビームモニタ付き光学プロジェクタ
EP2502115A4 (en) 2009-11-20 2013-11-06 Pelican Imaging Corp RECORDING AND PROCESSING IMAGES THROUGH A MONOLITHIC CAMERA ARRAY WITH HETEROGENIC IMAGE CONVERTER
US8830227B2 (en) * 2009-12-06 2014-09-09 Primesense Ltd. Depth-based gain control
JP4783456B2 (ja) * 2009-12-22 2011-09-28 株式会社東芝 映像再生装置及び映像再生方法
US20110187878A1 (en) * 2010-02-02 2011-08-04 Primesense Ltd. Synchronization of projected illumination with rolling shutter of image sensor
US8787663B2 (en) 2010-03-01 2014-07-22 Primesense Ltd. Tracking body parts by combined color image and depth processing
US8982182B2 (en) * 2010-03-01 2015-03-17 Apple Inc. Non-uniform spatial resource allocation for depth mapping
JP5740822B2 (ja) * 2010-03-04 2015-07-01 ソニー株式会社 情報処理装置、情報処理方法およびプログラム
US8649025B2 (en) 2010-03-27 2014-02-11 Micrometric Vision Technologies Methods and apparatus for real-time digitization of three-dimensional scenes
WO2011143501A1 (en) 2010-05-12 2011-11-17 Pelican Imaging Corporation Architectures for imager arrays and array cameras
US9014848B2 (en) 2010-05-20 2015-04-21 Irobot Corporation Mobile robot system
US8918213B2 (en) 2010-05-20 2014-12-23 Irobot Corporation Mobile human interface robot
WO2011146259A2 (en) 2010-05-20 2011-11-24 Irobot Corporation Mobile human interface robot
US8935005B2 (en) 2010-05-20 2015-01-13 Irobot Corporation Operating a mobile robot
US8918209B2 (en) 2010-05-20 2014-12-23 Irobot Corporation Mobile human interface robot
US8594425B2 (en) 2010-05-31 2013-11-26 Primesense Ltd. Analysis of three-dimensional scenes
RU2608690C2 (ru) * 2010-07-16 2017-01-23 Филипс Лайтинг Холдинг Б.В. Световой проектор и видеосистема для определения расстояния
US9201501B2 (en) 2010-07-20 2015-12-01 Apple Inc. Adaptive projector
WO2012011044A1 (en) 2010-07-20 2012-01-26 Primesense Ltd. Interactive reality augmentation for natural interaction
US9036158B2 (en) 2010-08-11 2015-05-19 Apple Inc. Pattern projector
WO2012020380A1 (en) 2010-08-11 2012-02-16 Primesense Ltd. Scanning projectors and image capture modules for 3d mapping
US9348111B2 (en) 2010-08-24 2016-05-24 Apple Inc. Automatic detection of lens deviations
US9232912B2 (en) 2010-08-26 2016-01-12 The Regents Of The University Of California System for evaluating infant movement using gesture recognition
TWI428568B (zh) * 2010-09-03 2014-03-01 Pixart Imaging Inc 測距方法、測距系統與其處理軟體
US20140031668A1 (en) * 2010-09-08 2014-01-30 Disruptive Navigational Technologies, Llc Surgical and Medical Instrument Tracking Using a Depth-Sensing Device
US8582867B2 (en) 2010-09-16 2013-11-12 Primesense Ltd Learning-based pose estimation from depth maps
US8959013B2 (en) 2010-09-27 2015-02-17 Apple Inc. Virtual keyboard for a non-tactile three dimensional user interface
US8681255B2 (en) 2010-09-28 2014-03-25 Microsoft Corporation Integrated low power depth camera and projection device
WO2012046270A1 (en) 2010-10-05 2012-04-12 Empire Technology Development Llc Generation of depth data based on spatial light pattern
US9066087B2 (en) 2010-11-19 2015-06-23 Apple Inc. Depth mapping using time-coded illumination
US9167138B2 (en) * 2010-12-06 2015-10-20 Apple Inc. Pattern projection and imaging using lens arrays
US8872762B2 (en) 2010-12-08 2014-10-28 Primesense Ltd. Three dimensional user interface cursor control
US8878950B2 (en) 2010-12-14 2014-11-04 Pelican Imaging Corporation Systems and methods for synthesizing high resolution images using super-resolution processes
US8930019B2 (en) 2010-12-30 2015-01-06 Irobot Corporation Mobile human interface robot
CA2824606A1 (en) 2010-12-30 2012-07-05 Irobot Corporation Mobile human interface robot
JP6023087B2 (ja) 2011-02-04 2016-11-09 コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. 画像を記録する方法、画像から3d情報を得る方法、カメラシステム
EP3527121B1 (en) 2011-02-09 2023-08-23 Apple Inc. Gesture detection in a 3d mapping environment
US8963883B2 (en) 2011-03-17 2015-02-24 Symbol Technologies, Inc. Touchless interactive display system
US9030528B2 (en) 2011-04-04 2015-05-12 Apple Inc. Multi-zone imaging sensor and lens array
EP2469300B1 (de) 2011-04-18 2012-08-22 Sick Ag 3D-Kamera und Verfahren zur dreidimensionalen Überwachung eines Überwachungsbereichs
WO2012155119A1 (en) 2011-05-11 2012-11-15 Pelican Imaging Corporation Systems and methods for transmitting and receiving array camera image data
EP2772676B1 (de) 2011-05-18 2015-07-08 Sick Ag 3D-Kamera und Verfahren zur dreidimensionalen Überwachung eines Überwachungsbereichs
US8123622B1 (en) 2011-06-03 2012-02-28 Nyko Technologies, Inc. Lens accessory for video game sensor device
CN103154666B (zh) 2011-06-14 2015-03-18 日产自动车株式会社 距离测量装置以及环境地图生成装置
US9471142B2 (en) 2011-06-15 2016-10-18 The University Of Washington Methods and systems for haptic rendering and creating virtual fixtures from point clouds
RU2455676C2 (ru) 2011-07-04 2012-07-10 Общество с ограниченной ответственностью "ТРИДИВИ" Способ управления устройством с помощью жестов и 3d-сенсор для его осуществления
US9459758B2 (en) * 2011-07-05 2016-10-04 Apple Inc. Gesture-based interface with enhanced features
US9377865B2 (en) 2011-07-05 2016-06-28 Apple Inc. Zoom-based gesture user interface
US8881051B2 (en) 2011-07-05 2014-11-04 Primesense Ltd Zoom-based gesture user interface
US8869073B2 (en) * 2011-07-28 2014-10-21 Hewlett-Packard Development Company, L.P. Hand pose interaction
US8908277B2 (en) 2011-08-09 2014-12-09 Apple Inc Lens array projector
US8749796B2 (en) 2011-08-09 2014-06-10 Primesense Ltd. Projectors of structured light
US20160025993A1 (en) 2014-07-28 2016-01-28 Apple Inc. Overlapping pattern projector
US8971572B1 (en) 2011-08-12 2015-03-03 The Research Foundation For The State University Of New York Hand pointing estimation for human computer interaction
US9030498B2 (en) 2011-08-15 2015-05-12 Apple Inc. Combining explicit select gestures and timeclick in a non-tactile three dimensional user interface
DE102011052802B4 (de) 2011-08-18 2014-03-13 Sick Ag 3D-Kamera und Verfahren zur Überwachung eines Raumbereichs
US20130044912A1 (en) 2011-08-19 2013-02-21 Qualcomm Incorporated Use of association of an object detected in an image to obtain information to display to a user
US9122311B2 (en) 2011-08-24 2015-09-01 Apple Inc. Visual feedback for tactile and non-tactile user interfaces
US9218063B2 (en) 2011-08-24 2015-12-22 Apple Inc. Sessionless pointing user interface
JP2013070030A (ja) 2011-09-06 2013-04-18 Sony Corp 撮像素子、電子機器、並びに、情報処理装置
US9002099B2 (en) 2011-09-11 2015-04-07 Apple Inc. Learning-based estimation of hand and finger pose
FR2980292B1 (fr) 2011-09-16 2013-10-11 Prynel Procede et systeme d'acquisition et de traitement d'images pour la detection du mouvement
US20130070060A1 (en) 2011-09-19 2013-03-21 Pelican Imaging Corporation Systems and methods for determining depth from multiple views of a scene that include aliasing using hypothesized fusion
CN104081414B (zh) 2011-09-28 2017-08-01 Fotonation开曼有限公司 用于编码和解码光场图像文件的系统及方法
US11493998B2 (en) 2012-01-17 2022-11-08 Ultrahaptics IP Two Limited Systems and methods for machine control
US9679215B2 (en) 2012-01-17 2017-06-13 Leap Motion, Inc. Systems and methods for machine control
US8638989B2 (en) 2012-01-17 2014-01-28 Leap Motion, Inc. Systems and methods for capturing motion in three-dimensional space
US12260023B2 (en) 2012-01-17 2025-03-25 Ultrahaptics IP Two Limited Systems and methods for machine control
US10691219B2 (en) 2012-01-17 2020-06-23 Ultrahaptics IP Two Limited Systems and methods for machine control
US8693731B2 (en) 2012-01-17 2014-04-08 Leap Motion, Inc. Enhanced contrast for object detection and characterization by optical imaging
US9070019B2 (en) 2012-01-17 2015-06-30 Leap Motion, Inc. Systems and methods for capturing motion in three-dimensional space
US9501152B2 (en) 2013-01-15 2016-11-22 Leap Motion, Inc. Free-space user interface and control using virtual constructs
EP2618316B1 (de) 2012-01-23 2018-08-15 Novomatic AG Glücksrad mit Gestensteuerung
US9157790B2 (en) 2012-02-15 2015-10-13 Apple Inc. Integrated optoelectronic modules with transmitter, receiver and beam-combining optics for aligning a beam axis with a collection axis
WO2013126578A1 (en) 2012-02-21 2013-08-29 Pelican Imaging Corporation Systems and methods for the manipulation of captured light field image data
US9229534B2 (en) 2012-02-28 2016-01-05 Apple Inc. Asymmetric mapping for tactile and non-tactile user interfaces
US8958911B2 (en) 2012-02-29 2015-02-17 Irobot Corporation Mobile robot
WO2013140308A1 (en) 2012-03-22 2013-09-26 Primesense Ltd. Diffraction-based sensing of mirror position
US11169611B2 (en) 2012-03-26 2021-11-09 Apple Inc. Enhanced virtual touchpad
DE102012103766A1 (de) 2012-04-27 2013-10-31 Bircher Reglomat Ag Verfahren zur Kontrolle und/oder Überwachung der Bereiche um wiederverschliessbare Gebäudeöffnungen
US9210392B2 (en) 2012-05-01 2015-12-08 Pelican Imaging Coporation Camera modules patterned with pi filter groups
US9047507B2 (en) 2012-05-02 2015-06-02 Apple Inc. Upper-body skeleton extraction from depth maps
DE202012102298U1 (de) 2012-06-21 2013-09-25 Sick Ag 3D-Kamera
DE102012105401B3 (de) * 2012-06-21 2013-04-25 Sick Ag 3D-Kamera und Verfahren zur Bestimmung des diffusen Remissionsvermögens von Objekten
EP2873028A4 (en) 2012-06-28 2016-05-25 Pelican Imaging Corp SYSTEMS AND METHOD FOR DETECTING DEFECTIVE CAMERA ARRAYS, OPTICAL ARRAYS AND SENSORS
US20140002674A1 (en) 2012-06-30 2014-01-02 Pelican Imaging Corporation Systems and Methods for Manufacturing Camera Modules Using Active Alignment of Lens Stack Arrays and Sensors
WO2014016995A1 (ja) 2012-07-26 2014-01-30 日本電気株式会社 三次元物体計測装置、三次元物体計測装置制御プログラム、三次元物体計測装置制御方法
DK4296963T3 (da) 2012-08-21 2025-03-03 Adeia Imaging Llc Metode til dybdedetektion i billeder optaget med array-kameraer
CN104685513B (zh) 2012-08-23 2018-04-27 派力肯影像公司 根据使用阵列源捕捉的低分辨率图像的基于特征的高分辨率运动估计
EP2901671A4 (en) 2012-09-28 2016-08-24 Pelican Imaging Corp GENERATING IMAGES FROM LIGHT FIELDS USING VIRTUAL VIEWPOINTS
DE202012104074U1 (de) 2012-10-23 2014-01-27 Sick Ag 3D-Kamera zur dreidimensionalen Überwachung eines Überwachungsbereichs
JP6061616B2 (ja) * 2012-10-29 2017-01-18 キヤノン株式会社 測定装置及びその制御方法、プログラム
US9019267B2 (en) 2012-10-30 2015-04-28 Apple Inc. Depth mapping with enhanced resolution
US9285893B2 (en) 2012-11-08 2016-03-15 Leap Motion, Inc. Object detection and tracking with variable-field illumination devices
US9143711B2 (en) 2012-11-13 2015-09-22 Pelican Imaging Corporation Systems and methods for array camera focal plane control
US9152234B2 (en) 2012-12-02 2015-10-06 Apple Inc. Detecting user intent to remove a pluggable peripheral device
TWI454968B (zh) 2012-12-24 2014-10-01 Ind Tech Res Inst 三維互動裝置及其操控方法
US12484787B2 (en) 2012-12-31 2025-12-02 Omni Medsci, Inc. Measurements using camera imaging tissue comprising skin or the hand
CA2895982A1 (en) 2012-12-31 2014-07-03 Omni Medsci, Inc. Short-wave infrared super-continuum lasers for early detection of dental caries
WO2014143276A2 (en) 2012-12-31 2014-09-18 Omni Medsci, Inc. Short-wave infrared super-continuum lasers for natural gas leak detection, exploration, and other active remote sensing applications
US9500634B2 (en) 2012-12-31 2016-11-22 Omni Medsci, Inc. Short-wave infrared super-continuum lasers for natural gas leak detection, exploration, and other active remote sensing applications
EP3181048A1 (en) 2012-12-31 2017-06-21 Omni MedSci, Inc. Near-infrared lasers for non-invasive monitoring of glucose, ketones, hba1c, and other blood constituents
US10660526B2 (en) 2012-12-31 2020-05-26 Omni Medsci, Inc. Near-infrared time-of-flight imaging using laser diodes with Bragg reflectors
US12193790B2 (en) 2012-12-31 2025-01-14 Omni Medsci, Inc. Wearable devices comprising semiconductor diode light sources with improved signal-to-noise ratio
US10609285B2 (en) 2013-01-07 2020-03-31 Ultrahaptics IP Two Limited Power consumption in motion-capture systems
US9465461B2 (en) 2013-01-08 2016-10-11 Leap Motion, Inc. Object detection and tracking with audio and optical signals
US9858721B2 (en) 2013-01-15 2018-01-02 The University Of North Carolina At Chapel Hill Methods, systems, and computer readable media for generating an augmented scene display
US9696867B2 (en) 2013-01-15 2017-07-04 Leap Motion, Inc. Dynamic user interactions for display control and identifying dominant gestures
US9459697B2 (en) 2013-01-15 2016-10-04 Leap Motion, Inc. Dynamic, free-space user interactions for machine control
US20140320392A1 (en) 2013-01-24 2014-10-30 University Of Washington Through Its Center For Commercialization Virtual Fixtures for Improved Performance in Human/Autonomous Manipulation Tasks
NL2010213C2 (en) 2013-01-31 2014-08-04 Lely Patent Nv Camera system, animal related system therewith, and method to create 3d camera images.
WO2014130849A1 (en) 2013-02-21 2014-08-28 Pelican Imaging Corporation Generating compressed light field representation data
WO2014133974A1 (en) 2013-02-24 2014-09-04 Pelican Imaging Corporation Thin form computational and modular array cameras
US9393695B2 (en) 2013-02-27 2016-07-19 Rockwell Automation Technologies, Inc. Recognition-based industrial automation control with person and object discrimination
US9498885B2 (en) 2013-02-27 2016-11-22 Rockwell Automation Technologies, Inc. Recognition-based industrial automation control with confidence-based decision support
US9804576B2 (en) 2013-02-27 2017-10-31 Rockwell Automation Technologies, Inc. Recognition-based industrial automation control with position and derivative decision reference
US9798302B2 (en) 2013-02-27 2017-10-24 Rockwell Automation Technologies, Inc. Recognition-based industrial automation control with redundant system input support
WO2014138695A1 (en) 2013-03-08 2014-09-12 Pelican Imaging Corporation Systems and methods for measuring scene information while capturing images using array cameras
US8866912B2 (en) 2013-03-10 2014-10-21 Pelican Imaging Corporation System and methods for calibration of an array camera using a single captured image
US9521416B1 (en) 2013-03-11 2016-12-13 Kip Peli P1 Lp Systems and methods for image data compression
WO2014164550A2 (en) 2013-03-13 2014-10-09 Pelican Imaging Corporation System and methods for calibration of an array camera
US9106784B2 (en) 2013-03-13 2015-08-11 Pelican Imaging Corporation Systems and methods for controlling aliasing in images captured by an array camera for use in super-resolution processing
US9888194B2 (en) 2013-03-13 2018-02-06 Fotonation Cayman Limited Array camera architecture implementing quantum film image sensors
US9519972B2 (en) 2013-03-13 2016-12-13 Kip Peli P1 Lp Systems and methods for synthesizing images from image data captured by an array camera using restricted depth of field depth maps in which depth estimation precision varies
WO2014153098A1 (en) 2013-03-14 2014-09-25 Pelican Imaging Corporation Photmetric normalization in array cameras
US9578259B2 (en) 2013-03-14 2017-02-21 Fotonation Cayman Limited Systems and methods for reducing motion blur in images or video in ultra low light with array cameras
US9445003B1 (en) 2013-03-15 2016-09-13 Pelican Imaging Corporation Systems and methods for synthesizing high resolution images using image deconvolution based on motion and depth information
US9497429B2 (en) 2013-03-15 2016-11-15 Pelican Imaging Corporation Extended color processing on pelican array cameras
DK2973476T3 (da) 2013-03-15 2025-05-19 Adeia Imaging Llc Systemer og fremgangsmåder til stereobilleddannelse med kamerarækker
WO2014200589A2 (en) 2013-03-15 2014-12-18 Leap Motion, Inc. Determining positional information for an object in space
US9497370B2 (en) 2013-03-15 2016-11-15 Pelican Imaging Corporation Array camera architecture implementing quantum dot color filters
US10122993B2 (en) 2013-03-15 2018-11-06 Fotonation Limited Autofocus system for a conventional camera that uses depth information from an array camera
CN103164995A (zh) * 2013-04-03 2013-06-19 湖南第一师范学院 儿童体感交互式学习系统及方法
US10620709B2 (en) 2013-04-05 2020-04-14 Ultrahaptics IP Two Limited Customized gesture interpretation
US9294758B2 (en) * 2013-04-18 2016-03-22 Microsoft Technology Licensing, Llc Determining depth data for a captured image
US9916009B2 (en) 2013-04-26 2018-03-13 Leap Motion, Inc. Non-tactile interface systems and methods
US9747696B2 (en) 2013-05-17 2017-08-29 Leap Motion, Inc. Systems and methods for providing normalized parameters of motions of objects in three-dimensional space
CN113745962A (zh) 2013-06-19 2021-12-03 苹果公司 集成结构化光投影仪
JP6221394B2 (ja) 2013-06-19 2017-11-01 富士通株式会社 画像処理装置、画像処理方法および画像処理プログラム
US10281987B1 (en) 2013-08-09 2019-05-07 Leap Motion, Inc. Systems and methods of free-space gestural interaction
US10846942B1 (en) 2013-08-29 2020-11-24 Ultrahaptics IP Two Limited Predictive information for free space gesture control and communication
US20150070489A1 (en) * 2013-09-11 2015-03-12 Microsoft Corporation Optical modules for use with depth cameras
WO2015048694A2 (en) 2013-09-27 2015-04-02 Pelican Imaging Corporation Systems and methods for depth-assisted perspective distortion correction
US9632572B2 (en) 2013-10-03 2017-04-25 Leap Motion, Inc. Enhanced field of view to augment three-dimensional (3D) sensory space for free-space gesture interpretation
US8917327B1 (en) 2013-10-04 2014-12-23 icClarity, Inc. Method to use array sensors to measure multiple types of data at full resolution of the sensor
US9443310B2 (en) 2013-10-09 2016-09-13 Microsoft Technology Licensing, Llc Illumination modules that emit structured light
US10168873B1 (en) 2013-10-29 2019-01-01 Leap Motion, Inc. Virtual interactions for machine control
US9996638B1 (en) 2013-10-31 2018-06-12 Leap Motion, Inc. Predictive information for free space gesture control and communication
US9996797B1 (en) 2013-10-31 2018-06-12 Leap Motion, Inc. Interactions with virtual objects for machine control
US9264592B2 (en) 2013-11-07 2016-02-16 Pelican Imaging Corporation Array camera modules incorporating independently aligned lens stacks
EP3068301A4 (en) 2013-11-12 2017-07-12 Highland Instruments, Inc. Analysis suite
US10119808B2 (en) 2013-11-18 2018-11-06 Fotonation Limited Systems and methods for estimating depth from projected texture using camera arrays
US9426361B2 (en) 2013-11-26 2016-08-23 Pelican Imaging Corporation Array camera configurations incorporating multiple constituent array cameras
US10274731B2 (en) 2013-12-19 2019-04-30 The University Of North Carolina At Chapel Hill Optical see-through near-eye display using point light source backlight
US9528906B1 (en) 2013-12-19 2016-12-27 Apple Inc. Monitoring DOE performance using total internal reflection
WO2015099211A1 (ko) * 2013-12-24 2015-07-02 엘지전자 주식회사 3차원 카메라모듈
US9613262B2 (en) 2014-01-15 2017-04-04 Leap Motion, Inc. Object detection and tracking for providing a virtual device experience
DE102014002236A1 (de) 2014-02-21 2015-08-27 Lpo Plan Gmbh Objektträger für eine Vorrichtung zum Erfassen von dreidimensionalen Objekten, Vorrichtung mit eineam solchen Objektträger und Verfahren zum Erfassen von zumindest einem dreidimensionalen Objekt
US10226869B2 (en) 2014-03-03 2019-03-12 University Of Washington Haptic virtual fixture tools
WO2015134996A1 (en) 2014-03-07 2015-09-11 Pelican Imaging Corporation System and methods for depth regularization and semiautomatic interactive matting using rgb-d images
US9679197B1 (en) 2014-03-13 2017-06-13 Leap Motion, Inc. Biometric aware object detection and tracking
WO2015152829A1 (en) 2014-04-03 2015-10-08 Heptagon Micro Optics Pte. Ltd. Structured-stereo imaging assembly including separate imagers for different wavelengths
TWI524050B (zh) * 2014-04-15 2016-03-01 聚晶半導體股份有限公司 取像裝置、影像深度產生裝置及其方法
CN103888674B (zh) * 2014-04-15 2017-08-11 聚晶半导体股份有限公司 影像撷取装置及影像撷取方法
US9589359B2 (en) * 2014-04-24 2017-03-07 Intel Corporation Structured stereo
US9785247B1 (en) 2014-05-14 2017-10-10 Leap Motion, Inc. Systems and methods of tracking moving hands and recognizing gestural interactions
US9741169B1 (en) 2014-05-20 2017-08-22 Leap Motion, Inc. Wearable augmented reality devices with object detection and tracking
FR3021204A1 (fr) 2014-05-20 2015-11-27 Essilor Int Procede de determination d'au moins un parametre de comportement visuel d'un individu
FR3021205B1 (fr) 2014-05-20 2021-12-24 Essilor Int Procede de determination d'au moins un parametre comportemental
EP2950268B1 (de) * 2014-05-28 2018-07-04 Wincor Nixdorf International GmbH Verfahren und Vorrichtung zur Erfassung der dreidimensionalen Form eines Objekts
CN110360953A (zh) * 2014-07-08 2019-10-22 脸谱科技有限责任公司 用于调节结构化光成像的光图案的方法和系统
DE202014103729U1 (de) 2014-08-08 2014-09-09 Leap Motion, Inc. Augmented-Reality mit Bewegungserfassung
USD733141S1 (en) 2014-09-10 2015-06-30 Faro Technologies, Inc. Laser scanner
JP6452361B2 (ja) * 2014-09-10 2019-01-16 キヤノン株式会社 情報処理装置、情報処理方法、プログラム
KR20170063827A (ko) 2014-09-29 2017-06-08 포토네이션 케이맨 리미티드 어레이 카메라들의 동적 교정을 위한 시스템들 및 방법들
US9482624B2 (en) * 2014-10-29 2016-11-01 SUNMOON UNIVERSITY Industry-University Cooperation Apparatus for inspecting
EP3021072B1 (de) 2014-11-14 2016-09-28 Sick Ag Beleuchtungsvorrichtung und Verfahren zur Projektion eines Beleuchtungsmusters
US9841496B2 (en) 2014-11-21 2017-12-12 Microsoft Technology Licensing, Llc Multiple pattern illumination optics for time of flight system
US9881235B1 (en) 2014-11-21 2018-01-30 Mahmoud Narimanzadeh System, apparatus, and method for determining physical dimensions in digital images
RS57736B1 (sr) 2014-12-12 2018-12-31 Turanjanin Uros Primena 3d kamera u procesu savijanja profila na mašini za savijanje sa tri i četiri valjka
DE112014007274T5 (de) * 2014-12-19 2017-12-14 Hewlett Packard Development Company, L.P. Bestimmen von Positionsinformationen bei der Bilderfassung, basierend auf einem quasiperiodischen Muster
US10656720B1 (en) 2015-01-16 2020-05-19 Ultrahaptics IP Two Limited Mode switching for integrated gestural interaction and multi-user collaboration in immersive virtual reality environments
US10509147B2 (en) 2015-01-29 2019-12-17 ams Sensors Singapore Pte. Ltd Apparatus for producing patterned illumination using arrays of light sources and lenses
US9273846B1 (en) 2015-01-29 2016-03-01 Heptagon Micro Optics Pte. Ltd. Apparatus for producing patterned illumination including at least one array of light sources and at least one array of microlenses
US10429923B1 (en) 2015-02-13 2019-10-01 Ultrahaptics IP Two Limited Interaction engine for creating a realistic experience in virtual reality/augmented reality environments
US9696795B2 (en) 2015-02-13 2017-07-04 Leap Motion, Inc. Systems and methods of creating a realistic grab experience in virtual reality/augmented reality environments
US9858719B2 (en) 2015-03-30 2018-01-02 Amazon Technologies, Inc. Blended reality systems and methods
US9984519B2 (en) 2015-04-10 2018-05-29 Google Llc Method and system for optical user recognition
US9942474B2 (en) 2015-04-17 2018-04-10 Fotonation Cayman Limited Systems and methods for performing high speed video capture and depth estimation using array cameras
US9525863B2 (en) 2015-04-29 2016-12-20 Apple Inc. Time-of-flight depth mapping with flexible scan pattern
US10721912B2 (en) 2015-04-30 2020-07-28 Kevin Hanson Methods and device for pet enrichment
US10666848B2 (en) 2015-05-05 2020-05-26 Microsoft Technology Licensing, Llc Remote depth sensing via relayed depth from diffusion
TWI663377B (zh) * 2015-05-15 2019-06-21 高準精密工業股份有限公司 光學裝置及其發光裝置
JP6566768B2 (ja) 2015-07-30 2019-08-28 キヤノン株式会社 情報処理装置、情報処理方法、プログラム
US10012831B2 (en) 2015-08-03 2018-07-03 Apple Inc. Optical monitoring of scan parameters
US9992477B2 (en) 2015-09-24 2018-06-05 Ouster, Inc. Optical system for collecting distance information within a field
US10063849B2 (en) 2015-09-24 2018-08-28 Ouster, Inc. Optical system for collecting distance information within a field
DE202015105376U1 (de) 2015-10-12 2015-10-19 Sick Ag 3D-Kamera zur Aufnahme von dreidimensionalen Bildern
US9946089B2 (en) 2015-10-21 2018-04-17 Princeton Optronics, Inc. Generation of coded structured light patterns using VCSEL arrays
US10610133B2 (en) 2015-11-05 2020-04-07 Google Llc Using active IR sensor to monitor sleep
US9971948B1 (en) * 2015-11-12 2018-05-15 Apple Inc. Vein imaging using detection of pulsed radiation
US10043279B1 (en) 2015-12-07 2018-08-07 Apple Inc. Robust detection and classification of body parts in a depth map
WO2017131585A1 (en) * 2016-01-26 2017-08-03 Heptagon Micro Optics Pte. Ltd. Multi-mode illumination module and related method
US10139217B1 (en) * 2016-02-16 2018-11-27 Google Llc Array based patterned illumination projector
US10652489B2 (en) 2016-03-14 2020-05-12 Insightness Ag Vision sensor, a method of vision sensing, and a depth sensor assembly
JP6377295B2 (ja) * 2016-03-22 2018-08-22 三菱電機株式会社 距離計測装置及び距離計測方法
KR101733228B1 (ko) * 2016-04-28 2017-05-08 주식회사 메디트 구조광을 이용한 3차원 스캐닝 장치
WO2017204498A1 (ko) * 2016-05-27 2017-11-30 엘지전자 주식회사 이동 단말기
KR101892013B1 (ko) * 2016-05-27 2018-08-27 엘지전자 주식회사 이동 단말기
US10924638B2 (en) 2016-06-27 2021-02-16 Intel Corporation Compact, low cost VCSEL projector for high performance stereodepth camera
WO2018000036A1 (en) 2016-07-01 2018-01-04 Cylite Pty Ltd Apparatus and method for confocal microscopy using dispersed structured illumination
US9947099B2 (en) * 2016-07-27 2018-04-17 Microsoft Technology Licensing, Llc Reflectivity map estimate from dot based structured light systems
US10591277B2 (en) 2016-07-28 2020-03-17 Liberty Reach Inc. Method and system for measuring outermost dimension of a vehicle positioned at an inspection station
US10241244B2 (en) 2016-07-29 2019-03-26 Lumentum Operations Llc Thin film total internal reflection diffraction grating for single polarization or dual polarization
EP3504026B1 (en) 2016-08-24 2023-04-26 Ouster, Inc. Optical system for collecting distance information within a field
US10049443B2 (en) * 2016-08-29 2018-08-14 Liberty Reach Inc. Method and system for determining the presence or absence of a part of an assembly within a work cell
US10270947B2 (en) 2016-09-15 2019-04-23 Microsoft Technology Licensing, Llc Flat digital image sensor
US10073004B2 (en) 2016-09-19 2018-09-11 Apple Inc. DOE defect monitoring utilizing total internal reflection
US10366278B2 (en) 2016-09-20 2019-07-30 Apple Inc. Curvature-based face detector
JP6799751B2 (ja) * 2016-09-28 2020-12-16 パナソニックIpマネジメント株式会社 撮像装置
US11860292B2 (en) 2016-11-17 2024-01-02 Trinamix Gmbh Detector and methods for authenticating at least one object
CN109964144B (zh) 2016-11-17 2023-07-18 特里纳米克斯股份有限公司 用于光学探测至少一个对象的检测器
AU2016259442A1 (en) 2016-11-18 2018-06-07 Canon Kabushiki Kaisha Method and system for reproducing visual content
US10158845B2 (en) 2017-01-18 2018-12-18 Facebook Technologies, Llc Tileable structured light projection for wide field-of-view depth sensing
KR102818082B1 (ko) * 2017-01-23 2025-06-10 엘지이노텍 주식회사 광출사 모듈 및 깊이 정보 추출 장치
US9983412B1 (en) 2017-02-02 2018-05-29 The University Of North Carolina At Chapel Hill Wide field of view augmented reality see through head mountable display with distance accommodation
JP2020510820A (ja) 2017-03-16 2020-04-09 トリナミクス ゲゼルシャフト ミット ベシュレンクテル ハフツング 少なくとも1つの物体を光学的に検出するための検出器
US11086013B2 (en) 2017-05-15 2021-08-10 Ouster, Inc. Micro-optics for imaging module with multiple converging lenses per channel
EP3425327B1 (en) * 2017-07-06 2023-09-06 Car-O-Liner Group AB Determining wheel alignment parameters
WO2019012535A1 (en) * 2017-07-12 2019-01-17 Guardian Optical Technologies Ltd. SYSTEMS AND METHODS FOR ACQUIRING INFORMATION FROM AN ENVIRONMENT
US10482618B2 (en) 2017-08-21 2019-11-19 Fotonation Limited Systems and methods for hybrid depth regularization
US11668828B2 (en) 2017-08-28 2023-06-06 Trinamix Gmbh Detector for determining a position of at least one object
EP3676630B1 (en) 2017-08-28 2022-11-30 trinamiX GmbH Range finder for determining at least one geometric information
US10153614B1 (en) 2017-08-31 2018-12-11 Apple Inc. Creating arbitrary patterns on a 2-D uniform grid VCSEL array
US10612912B1 (en) 2017-10-31 2020-04-07 Facebook Technologies, Llc Tileable structured light projection system
CN107748475A (zh) 2017-11-06 2018-03-02 深圳奥比中光科技有限公司 结构光投影模组、深度相机及制造结构光投影模组的方法
US10398855B2 (en) 2017-11-14 2019-09-03 William T. MCCLELLAN Augmented reality based injection therapy
JP7254799B2 (ja) 2017-11-17 2023-04-10 トリナミクス ゲゼルシャフト ミット ベシュレンクテル ハフツング 少なくとも1つの物体の位置を決定するための検出器
US11029713B2 (en) 2017-11-27 2021-06-08 Liberty Reach Inc. Method and system for expanding the range of working environments in which a 3-D or depth sensor can operate without damaging or degrading the measurement performance of the sensor
US10545457B2 (en) 2017-12-05 2020-01-28 K Laser Technology, Inc. Optical projector with off-axis diffractive element and conjugate images
US10310281B1 (en) 2017-12-05 2019-06-04 K Laser Technology, Inc. Optical projector with off-axis diffractive element
US10481269B2 (en) 2017-12-07 2019-11-19 Ouster, Inc. Rotating compact light ranging system
US10317684B1 (en) 2018-01-24 2019-06-11 K Laser Technology, Inc. Optical projector with on axis hologram and multiple beam splitter
WO2019152995A1 (en) 2018-02-05 2019-08-08 Zeller Andru Systems and methods for detecting and characterizing pain
US10521926B1 (en) 2018-03-21 2019-12-31 Facebook Technologies, Llc Tileable non-planar structured light patterns for wide field-of-view depth sensing
CN108594454B (zh) 2018-03-23 2019-12-13 深圳奥比中光科技有限公司 一种结构光投影模组和深度相机
GB2572831A (en) 2018-04-04 2019-10-16 Cambridge Mechatronics Ltd Apparatus and methods for 3D sensing
US11314220B2 (en) * 2018-04-26 2022-04-26 Liberty Reach Inc. Non-contact method and system for controlling an industrial automation machine
US11875012B2 (en) 2018-05-25 2024-01-16 Ultrahaptics IP Two Limited Throwable interface for augmented reality and virtual reality environments
US11422292B1 (en) 2018-06-10 2022-08-23 Apple Inc. Super-blazed diffractive optical elements with sub-wavelength structures
US11675114B2 (en) 2018-07-23 2023-06-13 Ii-Vi Delaware, Inc. Monolithic structured light projector
US10739189B2 (en) 2018-08-09 2020-08-11 Ouster, Inc. Multispectral ranging/imaging sensor arrays and systems
US11473970B2 (en) 2018-08-09 2022-10-18 Ouster, Inc. Subpixel apertures for channels in a scanning sensor array
CN110824599B (zh) 2018-08-14 2021-09-03 白金科技股份有限公司 一种红外带通滤波器
US12007576B2 (en) * 2018-08-27 2024-06-11 Lumentum Operations Llc Lens array to disperse zero-order beams of an emitter array on a diffractive optical element
KR102551261B1 (ko) * 2018-10-08 2023-07-05 삼성전자주식회사 외부 객체에 투사된 구조광을 이용하여 깊이 정보를 생성하는 방법 및 이를 사용하는 전자 장치
WO2020103165A1 (zh) * 2018-11-24 2020-05-28 深圳阜时科技有限公司 一种光源结构、光学投影模组、感测装置及设备
CN109643052B (zh) * 2018-11-24 2022-10-18 深圳阜时科技有限公司 一种光源结构、光学投影模组、感测装置及设备
JP2020102014A (ja) 2018-12-21 2020-07-02 富士通株式会社 生体認証装置、生体認証プログラム、及び生体認証方法
US11908156B2 (en) 2019-01-09 2024-02-20 Trinamix Gmbh Detector for determining a position of at least one object
KR20210113638A (ko) 2019-01-09 2021-09-16 트리나미엑스 게엠베하 적어도 하나의 대상체의 위치를 결정하기 위한 검출기
WO2020230556A1 (ja) 2019-05-10 2020-11-19 富士フイルム株式会社 センサー
WO2020230698A1 (ja) 2019-05-10 2020-11-19 富士フイルム株式会社 センサー
GB201907188D0 (en) 2019-05-21 2019-07-03 Cambridge Mechatronics Ltd Apparatus
US10805549B1 (en) * 2019-08-20 2020-10-13 Himax Technologies Limited Method and apparatus of auto exposure control based on pattern detection in depth sensing system
EP3821267A4 (en) 2019-09-17 2022-04-13 Boston Polarimetrics, Inc. SYSTEMS AND METHODS FOR SURFACE MODELING USING POLARIZATION TRIGGERS
US11681019B2 (en) 2019-09-18 2023-06-20 Apple Inc. Optical module with stray light baffle
US11506762B1 (en) 2019-09-24 2022-11-22 Apple Inc. Optical module comprising an optical waveguide with reference light path
JP2022552833A (ja) 2019-10-07 2022-12-20 ボストン ポーラリメトリックス,インコーポレイティド 偏光による面法線計測のためのシステム及び方法
DE102019216813A1 (de) * 2019-10-31 2021-05-06 Robert Bosch Gmbh Sendeeinheit für LIDAR-Vorrichtungen mit Nahfeldstrahlen und Fernfeldstrahlen
US11302012B2 (en) 2019-11-30 2022-04-12 Boston Polarimetrics, Inc. Systems and methods for transparent object segmentation using polarization cues
EP4081933A4 (en) 2020-01-29 2024-03-20 Intrinsic Innovation LLC Systems and methods for characterizing object pose detection and measurement systems
CN115428028A (zh) 2020-01-30 2022-12-02 因思创新有限责任公司 用于合成用于在包括偏振图像的不同成像模态下训练统计模型的数据的系统和方法
US11754767B1 (en) 2020-03-05 2023-09-12 Apple Inc. Display with overlaid waveguide
US11953700B2 (en) 2020-05-27 2024-04-09 Intrinsic Innovation Llc Multi-aperture polarization optical systems using beam splitters
US12437441B2 (en) 2021-01-05 2025-10-07 Liberty Robotics Inc. Method and system for decanting a plurality of items supported on a transport structure at one time with a picking tool for placement into a transport container
US12450773B2 (en) 2021-01-05 2025-10-21 Liberty Robotics Inc. Method and system for manipulating a target item supported on a substantially horizontal support surface
US12444080B2 (en) 2021-01-05 2025-10-14 Liberty Robotics Inc. Method and system for manipulating a multitude of target items supported on a substantially horizontal support surface one at a time
US12069227B2 (en) 2021-03-10 2024-08-20 Intrinsic Innovation Llc Multi-modal and multi-spectral stereo camera arrays
US12020455B2 (en) 2021-03-10 2024-06-25 Intrinsic Innovation Llc Systems and methods for high dynamic range image reconstruction
WO2022197339A1 (en) 2021-03-17 2022-09-22 Apple Inc. Waveguide-based transmitters with adjustable lighting
US11290658B1 (en) 2021-04-15 2022-03-29 Boston Polarimetrics, Inc. Systems and methods for camera exposure control
US11954886B2 (en) 2021-04-15 2024-04-09 Intrinsic Innovation Llc Systems and methods for six-degree of freedom pose estimation of deformable objects
US12067746B2 (en) 2021-05-07 2024-08-20 Intrinsic Innovation Llc Systems and methods for using computer vision to pick up small objects
US12175741B2 (en) 2021-06-22 2024-12-24 Intrinsic Innovation Llc Systems and methods for a vision guided end effector
US20220412729A1 (en) * 2021-06-25 2022-12-29 Himax Technologies Limited Dot pattern projector for use in three-dimensional distance measurement system
US12340538B2 (en) 2021-06-25 2025-06-24 Intrinsic Innovation Llc Systems and methods for generating and using visual datasets for training computer vision models
US12172310B2 (en) 2021-06-29 2024-12-24 Intrinsic Innovation Llc Systems and methods for picking objects using 3-D geometry and segmentation
US11689813B2 (en) 2021-07-01 2023-06-27 Intrinsic Innovation Llc Systems and methods for high dynamic range imaging using crossed polarizers
US12293535B2 (en) 2021-08-03 2025-05-06 Intrinsic Innovation Llc Systems and methods for training pose estimators in computer vision
CN114858800A (zh) * 2022-04-20 2022-08-05 广州市泰和混凝土有限公司 一种混凝土塌落度和扩展度视觉测量装置及方法
CN117128892A (zh) * 2022-05-18 2023-11-28 华为技术有限公司 一种三维信息测量装置、测量方法和电子设备
US11856180B1 (en) 2022-06-30 2023-12-26 Apple Inc. Systems and methods for performing temperature-dependent reference image correction for light projectors
US20240087149A1 (en) * 2022-09-14 2024-03-14 Apple Inc. Pattern-based depth mapping with extended reference image

Family Cites Families (158)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE2951207A1 (de) * 1978-12-26 1980-07-10 Canon Kk Verfahren zur optischen herstellung einer streuplatte
US4542376A (en) * 1983-11-03 1985-09-17 Burroughs Corporation System for electronically displaying portions of several different images on a CRT screen through respective prioritized viewports
US4843568A (en) * 1986-04-11 1989-06-27 Krueger Myron W Real time perception of and response to the actions of an unencumbered participant/user
JPH0615968B2 (ja) * 1986-08-11 1994-03-02 伍良 松本 立体形状測定装置
US5016173A (en) * 1989-04-13 1991-05-14 Vanguard Imaging Ltd. Apparatus and method for monitoring visually accessible surfaces of the body
US5075562A (en) * 1990-09-20 1991-12-24 Eastman Kodak Company Method and apparatus for absolute Moire distance measurements using a grating printed on or attached to a surface
US5483261A (en) * 1992-02-14 1996-01-09 Itu Research, Inc. Graphical input controller and method with rear screen image detection
EP0559978B1 (en) * 1992-03-12 1998-08-05 International Business Machines Corporation Image processing method
US5636025A (en) * 1992-04-23 1997-06-03 Medar, Inc. System for optically measuring the surface contour of a part using more fringe techniques
US5856871A (en) * 1993-08-18 1999-01-05 Applied Spectral Imaging Ltd. Film thickness mapping using interferometric spectral imaging
US6041140A (en) * 1994-10-04 2000-03-21 Synthonics, Incorporated Apparatus for interactive image correlation for three dimensional image production
JPH08186845A (ja) 1994-12-27 1996-07-16 Nobuaki Yanagisawa 焦点距離制御式立体テレビ
US5630043A (en) * 1995-05-11 1997-05-13 Cirrus Logic, Inc. Animated texture map apparatus and method for 3-D image displays
IL114278A (en) * 1995-06-22 2010-06-16 Microsoft Internat Holdings B Camera and method
CA2227183A1 (en) * 1995-07-18 1997-02-06 Kevin G. Harding Moire interferometry system and method with extended imaging depth
JPH09261535A (ja) * 1996-03-25 1997-10-03 Sharp Corp 撮像装置
DE19638727A1 (de) 1996-09-12 1998-03-19 Ruedger Dipl Ing Rubbert Verfahren zur Erhöhung der Signifikanz der dreidimensionalen Vermessung von Objekten
JP3402138B2 (ja) * 1996-09-27 2003-04-28 株式会社日立製作所 液晶表示装置
IL119341A (en) * 1996-10-02 1999-09-22 Univ Ramot Phase-only filter for generating an arbitrary illumination pattern
IL119831A (en) * 1996-12-15 2002-12-01 Cognitens Ltd A device and method for three-dimensional reconstruction of the surface geometry of an object
WO1998028593A1 (en) 1996-12-20 1998-07-02 Pacific Title And Mirage, Inc. Apparatus and method for rapid 3d image parametrization
US5838428A (en) * 1997-02-28 1998-11-17 United States Of America As Represented By The Secretary Of The Navy System and method for high resolution range imaging with split light source and pattern mask
JPH10327433A (ja) 1997-05-23 1998-12-08 Minolta Co Ltd 合成画像の表示装置
US6008813A (en) * 1997-08-01 1999-12-28 Mitsubishi Electric Information Technology Center America, Inc. (Ita) Real-time PC based volume rendering system
DE19736169A1 (de) 1997-08-20 1999-04-15 Fhu Hochschule Fuer Technik Verfahren zur Verformungs- oder Schwingungsmessung mittels elektronischer Speckle-Pattern-Interferometrie
US6101269A (en) * 1997-12-19 2000-08-08 Lifef/X Networks, Inc. Apparatus and method for rapid 3D image parametrization
DE19815201A1 (de) * 1998-04-04 1999-10-07 Link Johann & Ernst Gmbh & Co Meßanordnung zur Erfassung von Dimensionen von Prüflingen, vorzugsweise von Hohlkörpern, insbesondere von Bohrungen in Werkstücken, sowie Verfahren zur Messung solcher Dimensionen
US6731391B1 (en) * 1998-05-13 2004-05-04 The Research Foundation Of State University Of New York Shadow moire surface measurement using Talbot effect
DE19821611A1 (de) * 1998-05-14 1999-11-18 Syrinx Med Tech Gmbh Verfahren zur Erfassung der räumlichen Struktur einer dreidimensionalen Oberfläche
GB2352901A (en) 1999-05-12 2001-02-07 Tricorder Technology Plc Rendering three dimensional representations utilising projected light patterns
US6377700B1 (en) 1998-06-30 2002-04-23 Intel Corporation Method and apparatus for capturing stereoscopic images using image sensors
US6078371A (en) * 1998-10-05 2000-06-20 Canon Kabushiki Kaisha Liquid crystal device and liquid crystal display apparatus
JP3678022B2 (ja) 1998-10-23 2005-08-03 コニカミノルタセンシング株式会社 3次元入力装置
US6084712A (en) * 1998-11-03 2000-07-04 Dynamic Measurement And Inspection,Llc Three dimensional imaging using a refractive optic design
US8965898B2 (en) 1998-11-20 2015-02-24 Intheplay, Inc. Optimizations for live event, real-time, 3D object tracking
GB9828118D0 (en) * 1998-12-21 1999-02-17 Greenagate Limited Trading As Flash unit for 3d photography
DE19903486C2 (de) * 1999-01-29 2003-03-06 Leica Microsystems Verfahren und Vorrichtung zur optischen Untersuchung von strukturierten Oberflächen von Objekten
JP2001166810A (ja) * 1999-02-19 2001-06-22 Sanyo Electric Co Ltd 立体モデル提供装置及び方法
EP1037069A3 (en) * 1999-03-17 2004-01-14 Matsushita Electric Industrial Co., Ltd. Rangefinder
US6259561B1 (en) * 1999-03-26 2001-07-10 The University Of Rochester Optical system for diffusing light
US6751344B1 (en) * 1999-05-28 2004-06-15 Champion Orthotic Investments, Inc. Enhanced projector system for machine vision
US6512385B1 (en) * 1999-07-26 2003-01-28 Paul Pfaff Method for testing a device under test including the interference of two beams
US6268923B1 (en) * 1999-10-07 2001-07-31 Integral Vision, Inc. Optical method and system for measuring three-dimensional surface topography of an object having a surface contour
JP2001141430A (ja) 1999-11-16 2001-05-25 Fuji Photo Film Co Ltd 画像撮像装置及び画像処理装置
LT4842B (lt) * 1999-12-10 2001-09-25 Uab "Geola" Hologramų spausdinimo būdas ir įrenginys
US6301059B1 (en) * 2000-01-07 2001-10-09 Lucent Technologies Inc. Astigmatic compensation for an anamorphic optical system
US6937348B2 (en) * 2000-01-28 2005-08-30 Genex Technologies, Inc. Method and apparatus for generating structural pattern illumination
US6700669B1 (en) * 2000-01-28 2004-03-02 Zheng J. Geng Method and system for three-dimensional imaging using light pattern having multiple sub-patterns
JP4560869B2 (ja) * 2000-02-07 2010-10-13 ソニー株式会社 メガネなし表示システムおよびバックライトシステム
KR100355718B1 (ko) * 2000-06-10 2002-10-11 주식회사 메디슨 스티어링이 가능한 프로브를 사용한 3차원 초음파 영상시스템 및 영상 형성 방법
US6810135B1 (en) * 2000-06-29 2004-10-26 Trw Inc. Optimized human presence detection through elimination of background interference
TW527518B (en) 2000-07-14 2003-04-11 Massachusetts Inst Technology Method and system for high resolution, ultra fast, 3-D imaging
US7227526B2 (en) * 2000-07-24 2007-06-05 Gesturetek, Inc. Video-based image control system
US6686921B1 (en) * 2000-08-01 2004-02-03 International Business Machines Corporation Method and apparatus for acquiring a set of consistent image maps to represent the color of the surface of an object
US6754370B1 (en) * 2000-08-14 2004-06-22 The Board Of Trustees Of The Leland Stanford Junior University Real-time structured light range scanning of moving scenes
US6639684B1 (en) 2000-09-13 2003-10-28 Nextengine, Inc. Digitizer using intensity gradient to image features of three-dimensional objects
US6765197B2 (en) * 2000-09-27 2004-07-20 Adelphi Technology Inc. Methods of imaging, focusing and conditioning neutrons
US6813440B1 (en) * 2000-10-10 2004-11-02 The Hong Kong Polytechnic University Body scanner
JP3689720B2 (ja) 2000-10-16 2005-08-31 住友大阪セメント株式会社 三次元形状測定装置
JP2002152776A (ja) 2000-11-09 2002-05-24 Nippon Telegr & Teleph Corp <Ntt> 距離画像符号化方法及び装置、並びに、距離画像復号化方法及び装置
JP2002191058A (ja) * 2000-12-20 2002-07-05 Olympus Optical Co Ltd 3次元画像取得装置および3次元画像取得方法
JP2002213931A (ja) 2001-01-17 2002-07-31 Fuji Xerox Co Ltd 3次元形状計測装置および3次元形状計測方法
US6841780B2 (en) * 2001-01-19 2005-01-11 Honeywell International Inc. Method and apparatus for detecting objects
WO2002084340A1 (en) * 2001-04-10 2002-10-24 President And Fellows Of Harvard College Microlens for projection lithography and method of preparation thereof
JP2002365023A (ja) 2001-06-08 2002-12-18 Koji Okamoto 液面計測装置及び方法
US6825985B2 (en) * 2001-07-13 2004-11-30 Mems Optical, Inc. Autostereoscopic display with rotated microlens and method of displaying multidimensional images, especially color images
US6741251B2 (en) * 2001-08-16 2004-05-25 Hewlett-Packard Development Company, L.P. Method and apparatus for varying focus in a scene
AU2003217587A1 (en) * 2002-02-15 2003-09-09 Canesta, Inc. Gesture recognition system using depth perceptive sensors
US7369685B2 (en) 2002-04-05 2008-05-06 Identix Corporation Vision-based operating method and system
US7811825B2 (en) 2002-04-19 2010-10-12 University Of Washington System and method for processing specimens and images for optical tomography
US7385708B2 (en) 2002-06-07 2008-06-10 The University Of North Carolina At Chapel Hill Methods and systems for laser based real-time structured light depth extraction
US7006709B2 (en) * 2002-06-15 2006-02-28 Microsoft Corporation System and method deghosting mosaics using multiperspective plane sweep
US6859326B2 (en) * 2002-09-20 2005-02-22 Corning Incorporated Random microlens array for optical beam shaping and homogenization
KR100624405B1 (ko) 2002-10-01 2006-09-18 삼성전자주식회사 광부품 실장용 기판 및 그 제조방법
US7194105B2 (en) * 2002-10-16 2007-03-20 Hersch Roger D Authentication of documents and articles by moiré patterns
US20040130730A1 (en) * 2002-11-21 2004-07-08 Michel Cantin Fast 3D height measurement method and system
US20040174770A1 (en) * 2002-11-27 2004-09-09 Rees Frank L. Gauss-Rees parametric ultrawideband system
WO2004064410A1 (en) * 2003-01-08 2004-07-29 Explay Ltd. An image projecting device and method
US7639419B2 (en) * 2003-02-21 2009-12-29 Kla-Tencor Technologies, Inc. Inspection system using small catadioptric objective
US7127101B2 (en) * 2003-03-10 2006-10-24 Cranul Technologies, Inc. Automatic selection of cranial remodeling device trim lines
US20040213463A1 (en) * 2003-04-22 2004-10-28 Morrison Rick Lee Multiplexed, spatially encoded illumination system for determining imaging and range estimation
US7539340B2 (en) 2003-04-25 2009-05-26 Topcon Corporation Apparatus and method for three-dimensional coordinate measurement
CA2529498A1 (en) * 2003-07-24 2005-02-03 Cognitens Ltd. Method and sytem for the three-dimensional surface reconstruction of an object
CA2435935A1 (en) * 2003-07-24 2005-01-24 Guylain Lemelin Optical 3d digitizer with enlarged non-ambiguity zone
US6934018B2 (en) * 2003-09-10 2005-08-23 Shearographics, Llc Tire inspection apparatus and method
US7187437B2 (en) * 2003-09-10 2007-03-06 Shearographics, Llc Plurality of light sources for inspection apparatus and method
US7874917B2 (en) * 2003-09-15 2011-01-25 Sony Computer Entertainment Inc. Methods and systems for enabling depth and direction detection when interfacing with a computer program
US7112774B2 (en) * 2003-10-09 2006-09-26 Avago Technologies Sensor Ip (Singapore) Pte. Ltd CMOS stereo imaging system and method
JP2005181965A (ja) * 2003-11-25 2005-07-07 Ricoh Co Ltd 空間光変調器及び表示装置及び投射表示装置
US20050135555A1 (en) 2003-12-23 2005-06-23 Claus Bernhard Erich H. Method and system for simultaneously viewing rendered volumes
US7250949B2 (en) 2003-12-23 2007-07-31 General Electric Company Method and system for visualizing three-dimensional data
US8134637B2 (en) * 2004-01-28 2012-03-13 Microsoft Corporation Method and system to increase X-Y resolution in a depth (Z) camera using red, blue, green (RGB) sensing
US7961909B2 (en) 2006-03-08 2011-06-14 Electronic Scripting Products, Inc. Computer interface employing a manipulated object with absolute pose detection component and a display
WO2005076198A1 (en) * 2004-02-09 2005-08-18 Cheol-Gwon Kang Device for measuring 3d shape using irregular pattern and method for the same
US7427981B2 (en) * 2004-04-15 2008-09-23 Avago Technologies General Ip (Singapore) Pte. Ltd. Optical device that measures distance between the device and a surface
US7308112B2 (en) * 2004-05-14 2007-12-11 Honda Motor Co., Ltd. Sign based human-machine interaction
US7335898B2 (en) 2004-07-23 2008-02-26 Ge Healthcare Niagara Inc. Method and apparatus for fluorescent confocal microscopy
US20060017656A1 (en) * 2004-07-26 2006-01-26 Visteon Global Technologies, Inc. Image intensity control in overland night vision systems
WO2006011153A2 (en) 2004-07-30 2006-02-02 Extreme Reality Ltd. A system and method for 3d space-dimension based image processing
US7120228B2 (en) * 2004-09-21 2006-10-10 Jordan Valley Applied Radiation Ltd. Combined X-ray reflectometer and diffractometer
JP2006128818A (ja) 2004-10-26 2006-05-18 Victor Co Of Japan Ltd 立体映像・立体音響対応記録プログラム、再生プログラム、記録装置、再生装置及び記録メディア
US7076024B2 (en) * 2004-12-01 2006-07-11 Jordan Valley Applied Radiation, Ltd. X-ray apparatus with dual monochromators
US20060156756A1 (en) * 2005-01-20 2006-07-20 Becke Paul E Phase change and insulating properties container and method of use
US20060221218A1 (en) * 2005-04-05 2006-10-05 Doron Adler Image sensor with improved color filter
EP2657761A3 (en) 2005-04-06 2013-12-25 Dimensional Photonics International, Inc. Multiple channel interferometric surface contour measurement system
US7560679B1 (en) * 2005-05-10 2009-07-14 Siimpel, Inc. 3D camera
US8390821B2 (en) 2005-10-11 2013-03-05 Primesense Ltd. Three-dimensional sensing using speckle patterns
US20110096182A1 (en) * 2009-10-25 2011-04-28 Prime Sense Ltd Error Compensation in Three-Dimensional Mapping
JP5001286B2 (ja) * 2005-10-11 2012-08-15 プライム センス リミティド 対象物再構成方法およびシステム
AU2006311276A1 (en) * 2005-11-04 2007-05-18 Clean Earth Technologies, Llc Tracking using an elastic cluster of trackers
US7627161B2 (en) * 2005-11-28 2009-12-01 Fuji Xerox Co., Ltd. Authenticity determination method, apparatus and program
US7856125B2 (en) * 2006-01-31 2010-12-21 University Of Southern California 3D face reconstruction from 2D images
US7433024B2 (en) 2006-02-27 2008-10-07 Prime Sense Ltd. Range mapping using speckle decorrelation
WO2007105215A2 (en) 2006-03-14 2007-09-20 Prime Sense Ltd. Depth-varying light fields for three dimensional sensing
KR101408959B1 (ko) 2006-03-14 2014-07-02 프라임센스 엘티디. 삼차원 감지를 위한 깊이 가변 광 필드
US7869649B2 (en) 2006-05-08 2011-01-11 Panasonic Corporation Image processing device, image processing method, program, storage medium and integrated circuit
GB2438600B (en) * 2006-05-19 2008-07-09 Exitech Ltd Method for patterning thin films on moving substrates
JP4316668B2 (ja) * 2006-05-30 2009-08-19 パナソニック株式会社 パターン投影光源および複眼測距装置
US8488895B2 (en) 2006-05-31 2013-07-16 Indiana University Research And Technology Corp. Laser scanning digital camera with pupil periphery illumination and potential for multiply scattered light imaging
US8139142B2 (en) * 2006-06-01 2012-03-20 Microsoft Corporation Video manipulation of red, green, blue, distance (RGB-Z) data including segmentation, up-sampling, and background substitution techniques
EP2584494A3 (en) * 2006-08-03 2015-02-11 Alterface S.A. Method and device for identifying and extracting images of multiple users, and for recognizing user gestures
US8326025B2 (en) * 2006-09-04 2012-12-04 Koninklijke Philips Electronics N.V. Method for determining a depth map from images, device for determining a depth map
US7256899B1 (en) * 2006-10-04 2007-08-14 Ivan Faul Wireless methods and systems for three-dimensional non-contact shape sensing
US8090194B2 (en) * 2006-11-21 2012-01-03 Mantis Vision Ltd. 3D geometric modeling and motion capture using both single and dual imaging
US7990545B2 (en) 2006-12-27 2011-08-02 Cambridge Research & Instrumentation, Inc. Surface measurement of in-vivo subjects using spot projector
US7840031B2 (en) 2007-01-12 2010-11-23 International Business Machines Corporation Tracking a range of body movement based on 3D captured image streams of a user
WO2008087652A2 (en) 2007-01-21 2008-07-24 Prime Sense Ltd. Depth mapping using multi-beam illumination
US20080212835A1 (en) 2007-03-01 2008-09-04 Amon Tavor Object Tracking by 3-Dimensional Modeling
US8150142B2 (en) 2007-04-02 2012-04-03 Prime Sense Ltd. Depth mapping using projected patterns
WO2008120217A2 (en) 2007-04-02 2008-10-09 Prime Sense Ltd. Depth mapping using projected patterns
US8488868B2 (en) 2007-04-03 2013-07-16 Her Majesty The Queen In Right Of Canada, As Represented By The Minister Of Industry, Through The Communications Research Centre Canada Generation of a depth map from a monoscopic color image for rendering stereoscopic still and video images
US7835561B2 (en) 2007-05-18 2010-11-16 Visiongate, Inc. Method for image processing and reconstruction of images for optical tomography
WO2008155770A2 (en) * 2007-06-19 2008-12-24 Prime Sense Ltd. Distance-varying illumination and imaging techniques for depth mapping
JP5160643B2 (ja) * 2007-07-12 2013-03-13 トムソン ライセンシング 2次元画像からの3次元オブジェクト認識システム及び方法
US20090060307A1 (en) * 2007-08-27 2009-03-05 Siemens Medical Solutions Usa, Inc. Tensor Voting System and Method
DE102007045332B4 (de) 2007-09-17 2019-01-17 Seereal Technologies S.A. Holographisches Display zum Rekonstruieren einer Szene
US8166421B2 (en) 2008-01-14 2012-04-24 Primesense Ltd. Three-dimensional user interface
US8176497B2 (en) 2008-01-16 2012-05-08 Dell Products, Lp Method to dynamically provision additional computer resources to handle peak database workloads
WO2009093228A2 (en) 2008-01-21 2009-07-30 Prime Sense Ltd. Optical designs for zero order reduction
DE102008011350A1 (de) 2008-02-27 2009-09-03 Loeffler Technology Gmbh Vorrichtung und Verfahren zur Echtzeiterfassung von elektromagnetischer THz-Strahlung
US8121351B2 (en) * 2008-03-09 2012-02-21 Microsoft International Holdings B.V. Identification of objects in a 3D video using non/over reflective clothing
US8456517B2 (en) 2008-07-09 2013-06-04 Primesense Ltd. Integrated processor for 3D mapping
US8462207B2 (en) * 2009-02-12 2013-06-11 Primesense Ltd. Depth ranging with Moiré patterns
US8786682B2 (en) * 2009-03-05 2014-07-22 Primesense Ltd. Reference image techniques for three-dimensional sensing
US8717417B2 (en) * 2009-04-16 2014-05-06 Primesense Ltd. Three-dimensional mapping and imaging
US8503720B2 (en) * 2009-05-01 2013-08-06 Microsoft Corporation Human body pose estimation
US8744121B2 (en) 2009-05-29 2014-06-03 Microsoft Corporation Device for identifying and tracking multiple humans over time
EP2275990B1 (de) * 2009-07-06 2012-09-26 Sick Ag 3D-Sensor
US9582889B2 (en) * 2009-07-30 2017-02-28 Apple Inc. Depth mapping based on pattern matching and stereoscopic information
US8773514B2 (en) * 2009-08-27 2014-07-08 California Institute Of Technology Accurate 3D object reconstruction using a handheld device with a projected light pattern
US8830227B2 (en) * 2009-12-06 2014-09-09 Primesense Ltd. Depth-based gain control
US8320621B2 (en) * 2009-12-21 2012-11-27 Microsoft Corporation Depth projector system with integrated VCSEL array
US8982182B2 (en) 2010-03-01 2015-03-17 Apple Inc. Non-uniform spatial resource allocation for depth mapping
US8654152B2 (en) 2010-06-21 2014-02-18 Microsoft Corporation Compartmentalizing focus area within field of view
WO2014047491A1 (en) * 2012-09-20 2014-03-27 Marc Dubois Depth mapping vision system with 2d optical pattern for robotic applications
US20140268879A1 (en) * 2013-03-14 2014-09-18 Panasonic Corporation Transparent waveguide diffuser for lighting and methods of manufacturing transparent waveguide diffuser
US20140320605A1 (en) * 2013-04-25 2014-10-30 Philip Martin Johnson Compound structured light projection system for 3-D surface profiling
US20160219266A1 (en) * 2015-01-25 2016-07-28 3dMD Technologies Ltd Anatomical imaging system for product customization and methods of use thereof

Also Published As

Publication number Publication date
US20180180248A1 (en) 2018-06-28
US20100118123A1 (en) 2010-05-13
WO2008120217A2 (en) 2008-10-09
US20130294089A1 (en) 2013-11-07
US10514148B2 (en) 2019-12-24
US9885459B2 (en) 2018-02-06
TW200847061A (en) 2008-12-01
US8493496B2 (en) 2013-07-23
WO2008120217A3 (en) 2010-02-25

Similar Documents

Publication Publication Date Title
TWI433052B (zh) 使用投影圖案之深度製圖
US8150142B2 (en) Depth mapping using projected patterns
JP5592070B2 (ja) 三次元検知のために深度変化させる光照射野
US8050461B2 (en) Depth-varying light fields for three dimensional sensing
US8494252B2 (en) Depth mapping using optical elements having non-uniform focal characteristics
US8350847B2 (en) Depth mapping using multi-beam illumination
CN101496032B (zh) 使用斑纹解相关的距离映射的方法及设备
US7970177B2 (en) Enhancing stereo depth measurements with projected texture
JP6238521B2 (ja) 3次元計測装置およびその制御方法
TWI490629B (zh) 具全幅對焦之三維影像擷取裝置及方法
WO2013171613A1 (en) Apparatus and method for profiling a depth of a surface of a target object
WO2013088442A1 (en) Controllable optical sensing
CN111971525B (zh) 用立体镜测量物体的方法和系统
TWI588441B (zh) Measuring method and apparatus for carrying out the measuring method
TWI588508B (zh) 立體深度量測裝置