SG10201801376TA - System for counting quantity of game tokens - Google Patents
System for counting quantity of game tokensInfo
- Publication number
- SG10201801376TA SG10201801376TA SG10201801376TA SG10201801376TA SG10201801376TA SG 10201801376T A SG10201801376T A SG 10201801376TA SG 10201801376T A SG10201801376T A SG 10201801376TA SG 10201801376T A SG10201801376T A SG 10201801376TA SG 10201801376T A SG10201801376T A SG 10201801376TA
- Authority
- SG
- Singapore
- Prior art keywords
- chip
- image
- image analysis
- specific color
- game tokens
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
- G06V10/778—Active pattern-learning, e.g. online learning of image or video features
- G06V10/7784—Active pattern-learning, e.g. online learning of image or video features based on feedback from supervisors
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F17/00—Coin-freed apparatus for hiring articles; Coin-freed facilities or services
- G07F17/32—Coin-freed apparatus for hiring articles; Coin-freed facilities or services for games, toys, sports, or amusements
- G07F17/3202—Hardware aspects of a gaming system, e.g. components, construction, architecture thereof
- G07F17/3216—Construction aspects of a gaming system, e.g. housing, seats, ergonomic aspects
- G07F17/322—Casino tables, e.g. tables having integrated screens, chip detection means
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06M—COUNTING MECHANISMS; COUNTING OF OBJECTS NOT OTHERWISE PROVIDED FOR
- G06M11/00—Counting of objects distributed at random, e.g. on a surface
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/34—Betting or bookmaking, e.g. Internet betting
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/70—Determining position or orientation of objects or cameras
- G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/90—Determination of colour characteristics
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/10—Image acquisition
- G06V10/12—Details of acquisition arrangements; Constructional details thereof
- G06V10/14—Optical characteristics of the device performing the acquisition or on the illumination arrangements
- G06V10/141—Control of illumination
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
- G06V10/225—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition based on a marking or identifier characterising the area
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/24—Aligning, centring, orientation detection or correction of the image
- G06V10/245—Aligning, centring, orientation detection or correction of the image by locating a pattern; Special marks for positioning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/56—Extraction of image or video features relating to colour
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/64—Three-dimensional objects
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07D—HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
- G07D7/00—Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
- G07D7/20—Testing patterns thereon
- G07D7/2016—Testing patterns thereon using feature extraction, e.g. segmentation, edge detection or Hough-transformation
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F17/00—Coin-freed apparatus for hiring articles; Coin-freed facilities or services
- G07F17/32—Coin-freed apparatus for hiring articles; Coin-freed facilities or services for games, toys, sports, or amusements
- G07F17/3241—Security aspects of a gaming system, e.g. detecting cheating, device integrity, surveillance
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F17/00—Coin-freed apparatus for hiring articles; Coin-freed facilities or services
- G07F17/32—Coin-freed apparatus for hiring articles; Coin-freed facilities or services for games, toys, sports, or amusements
- G07F17/3244—Payment aspects of a gaming system, e.g. payment schemes, setting payout ratio, bonus or consolation prizes
- G07F17/3248—Payment aspects of a gaming system, e.g. payment schemes, setting payout ratio, bonus or consolation prizes involving non-monetary media of fixed value, e.g. casino chips of fixed value
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N5/00—Details of television systems
- H04N5/76—Television signal recording
- H04N5/765—Interface circuits between an apparatus for recording and another apparatus
- H04N5/77—Interface circuits between an apparatus for recording and another apparatus between a recording apparatus and a television camera
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10024—Color image
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20081—Training; Learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30242—Counting objects in image
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Software Systems (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- Computing Systems (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Business, Economics & Management (AREA)
- Mathematical Physics (AREA)
- Computer Security & Cryptography (AREA)
- Medical Informatics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Databases & Information Systems (AREA)
- Primary Health Care (AREA)
- Economics (AREA)
- General Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- Strategic Management (AREA)
- Marketing (AREA)
- Human Resources & Organizations (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Computational Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Biomedical Technology (AREA)
- Molecular Biology (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Signal Processing (AREA)
- Quality & Reliability (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Spectrometry And Color Measurement (AREA)
Abstract
SYSTEM FOR COUNTING QUANTITY OF GAME TOKENS A chip recognition system in which a chip is configured 5 to at least partially have a specific color indicative of a value of the chip includes: a recording device that uses a camera and records a state of the chip as an image; an image analysis device that subjects the image so recorded to image analysis and recognizes at least the specific color and a reference color 10 that is present in the image and differs from the specific color; and a recognition device at least including an artificial intelligence device that uses a result of the image analysis by the image analysis device and specifies the specific color of the chip, wherein the artificial intelligence device of the 15 recognition device has been subjected to teaching using, as training data, a plurality of images of the chip and the reference color irradiated with different illumination intensities. 20 Fig. 1
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2017045443A JP2018136903A (en) | 2017-02-21 | 2017-02-21 | A game counting system for coins for play |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG10201801376TA true SG10201801376TA (en) | 2018-09-27 |
Family
ID=61622300
Family Applications (6)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG10201913042WA SG10201913042WA (en) | 2017-02-21 | 2018-02-20 | System for counting quantity of game tokens |
| SG10201913044RA SG10201913044RA (en) | 2017-02-21 | 2018-02-20 | System for counting quantity of game tokens |
| SG10201913031YA SG10201913031YA (en) | 2017-02-21 | 2018-02-20 | System for counting quantity of game tokens |
| SG10201913038QA SG10201913038QA (en) | 2017-02-21 | 2018-02-20 | System for counting quantity of game tokens |
| SG10201801376TA SG10201801376TA (en) | 2017-02-21 | 2018-02-20 | System for counting quantity of game tokens |
| SG11201907642WA SG11201907642WA (en) | 2017-02-21 | 2018-02-21 | System for counting quantity of game tokens |
Family Applications Before (4)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG10201913042WA SG10201913042WA (en) | 2017-02-21 | 2018-02-20 | System for counting quantity of game tokens |
| SG10201913044RA SG10201913044RA (en) | 2017-02-21 | 2018-02-20 | System for counting quantity of game tokens |
| SG10201913031YA SG10201913031YA (en) | 2017-02-21 | 2018-02-20 | System for counting quantity of game tokens |
| SG10201913038QA SG10201913038QA (en) | 2017-02-21 | 2018-02-20 | System for counting quantity of game tokens |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG11201907642WA SG11201907642WA (en) | 2017-02-21 | 2018-02-21 | System for counting quantity of game tokens |
Country Status (12)
| Country | Link |
|---|---|
| US (5) | US20180239984A1 (en) |
| EP (4) | EP3364382A1 (en) |
| JP (5) | JP2018136903A (en) |
| KR (6) | KR20190121759A (en) |
| CN (7) | CN117205535A (en) |
| AU (8) | AU2018225928A1 (en) |
| CA (2) | CA3054123A1 (en) |
| HK (1) | HK1256090A1 (en) |
| NZ (1) | NZ740082A (en) |
| PH (4) | PH12018000055A1 (en) |
| SG (6) | SG10201913042WA (en) |
| WO (1) | WO2018155497A1 (en) |
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| KR20250151552A (en) | 2015-08-03 | 2025-10-21 | 엔제루 구루푸 가부시키가이샤 | Fraud detection system in casino |
| JP2018136903A (en) * | 2017-02-21 | 2018-08-30 | エンゼルプレイングカード株式会社 | A game counting system for coins for play |
| US11205319B2 (en) | 2019-06-21 | 2021-12-21 | Sg Gaming, Inc. | System and method for synthetic image training of a neural network associated with a casino table game monitoring system |
| US11183012B2 (en) | 2019-08-19 | 2021-11-23 | Sg Gaming, Inc. | Systems and methods of automated linking of players and gaming tokens |
| CN111062237A (en) * | 2019-09-05 | 2020-04-24 | 商汤国际私人有限公司 | Method and apparatus, electronic device, and storage medium for recognizing sequences in images |
| US11398127B2 (en) | 2019-10-07 | 2022-07-26 | Sg Gaming, Inc. | Gaming systems and methods using image analysis authentication |
| US11393282B2 (en) | 2019-10-09 | 2022-07-19 | Sg Gaming, Inc. | Systems and devices for identification of a feature associated with a user in a gaming establishment and related methods |
| SG10201913056VA (en) * | 2019-12-23 | 2021-04-29 | Sensetime Int Pte Ltd | Method and apparatus for obtaining sample images, and electronic device |
| US12080121B2 (en) | 2020-03-30 | 2024-09-03 | Lnw Gaming, Inc. | Gaming state object tracking |
| CN115885324B (en) | 2020-03-30 | 2025-09-23 | Lnw游戏公司 | Game environment tracking optimization |
| US11495085B2 (en) | 2020-07-13 | 2022-11-08 | Sg Gaming, Inc. | Gaming environment tracking system calibration |
| US11100448B1 (en) * | 2020-10-30 | 2021-08-24 | Luis Antonio Plazola | Intelligent secure networked systems and methods |
| WO2022269322A1 (en) * | 2021-06-21 | 2022-12-29 | Sensetime International Pte. Ltd. | Image data generation method and apparatus, electronic device, and storage medium |
| US12315330B2 (en) | 2021-06-21 | 2025-05-27 | Lnw Gaming, Inc. | Chip tracking system |
| US12169999B2 (en) | 2021-09-02 | 2024-12-17 | Lnw Gaming, Inc. | Chip tracking system |
| CN114419289B (en) * | 2021-12-29 | 2022-12-09 | 广州市玄武无线科技股份有限公司 | Unity-based virtual scene shelf display method and system |
| US11967200B2 (en) | 2022-01-12 | 2024-04-23 | Lnw Gaming, Inc. | Chip tracking system |
| US12354433B2 (en) | 2022-01-14 | 2025-07-08 | Lnw Gaming, Inc. | Animating gaming-table outcome indicators for detected randomizing-game-object states |
| JP7700394B1 (en) * | 2024-03-11 | 2025-06-30 | エンゼルグループ株式会社 | Management System |
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2017
- 2017-02-21 JP JP2017045443A patent/JP2018136903A/en active Pending
-
2018
- 2018-02-20 SG SG10201913042WA patent/SG10201913042WA/en unknown
- 2018-02-20 SG SG10201913044RA patent/SG10201913044RA/en unknown
- 2018-02-20 US US15/900,100 patent/US20180239984A1/en not_active Abandoned
- 2018-02-20 SG SG10201913031YA patent/SG10201913031YA/en unknown
- 2018-02-20 SG SG10201913038QA patent/SG10201913038QA/en unknown
- 2018-02-20 SG SG10201801376TA patent/SG10201801376TA/en unknown
- 2018-02-20 EP EP18157545.7A patent/EP3364382A1/en not_active Ceased
- 2018-02-21 NZ NZ740082A patent/NZ740082A/en unknown
- 2018-02-21 EP EP22211144.5A patent/EP4163890A1/en active Pending
- 2018-02-21 CA CA3054123A patent/CA3054123A1/en active Pending
- 2018-02-21 CN CN202311183930.0A patent/CN117205535A/en active Pending
- 2018-02-21 KR KR1020197023679A patent/KR20190121759A/en not_active Ceased
- 2018-02-21 KR KR1020257010927A patent/KR20250053196A/en active Pending
- 2018-02-21 WO PCT/JP2018/006247 patent/WO2018155497A1/en not_active Ceased
- 2018-02-21 CN CN201880012611.4A patent/CN110536724A/en active Pending
- 2018-02-21 PH PH12018000055A patent/PH12018000055A1/en unknown
- 2018-02-21 EP EP18756797.9A patent/EP3586933A4/en not_active Withdrawn
- 2018-02-21 PH PH1/2022/553095A patent/PH12022553095A1/en unknown
- 2018-02-21 KR KR1020237029864A patent/KR102793384B1/en active Active
- 2018-02-21 AU AU2018225928A patent/AU2018225928A1/en not_active Abandoned
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