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PL3754543T3 - System i sposób wspomagający wykrywanie chorób roślin - Google Patents

System i sposób wspomagający wykrywanie chorób roślin

Info

Publication number
PL3754543T3
PL3754543T3 PL20174784.7T PL20174784T PL3754543T3 PL 3754543 T3 PL3754543 T3 PL 3754543T3 PL 20174784 T PL20174784 T PL 20174784T PL 3754543 T3 PL3754543 T3 PL 3754543T3
Authority
PL
Poland
Prior art keywords
plant disease
detection support
disease detection
support
plant
Prior art date
Application number
PL20174784.7T
Other languages
English (en)
Inventor
Artzai PICON
Matthias NACHTMANN
Maximilian SEITZ
Patrick MOHNKE
Ramon NAVARRA-MESTRE
Alexander JOHANNES
Till EGGERS
Amaia Maria ORTIZ BARREDO
Aitor ALVAREZ-GILA
Jone ECHAZARRA HUGUET
Original Assignee
Basf Se
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
Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=66589337&utm_source=google_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=PL3754543(T3) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Basf Se filed Critical Basf Se
Publication of PL3754543T3 publication Critical patent/PL3754543T3/pl

Links

Classifications

    • 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • 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
    • G06N3/048—Activation functions
    • 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
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • 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
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G06V20/188—Vegetation
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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
    • G06T2207/30181—Earth observation
    • G06T2207/30188—Vegetation; Agriculture

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Databases & Information Systems (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Image Analysis (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Pretreatment Of Seeds And Plants (AREA)
PL20174784.7T 2019-05-16 2020-05-14 System i sposób wspomagający wykrywanie chorób roślin PL3754543T3 (pl)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
EP19174907.6A EP3739504A1 (en) 2019-05-16 2019-05-16 System and method for plant disease detection support

Publications (1)

Publication Number Publication Date
PL3754543T3 true PL3754543T3 (pl) 2022-08-01

Family

ID=66589337

Family Applications (1)

Application Number Title Priority Date Filing Date
PL20174784.7T PL3754543T3 (pl) 2019-05-16 2020-05-14 System i sposób wspomagający wykrywanie chorób roślin

Country Status (8)

Country Link
US (1) US12148197B2 (pl)
EP (2) EP3739504A1 (pl)
JP (1) JP7562567B2 (pl)
CN (1) CN114072853A (pl)
BR (1) BR112021022829A2 (pl)
CA (1) CA3140489A1 (pl)
PL (1) PL3754543T3 (pl)
WO (1) WO2020229585A1 (pl)

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US11462032B2 (en) 2019-09-23 2022-10-04 Proscia Inc. Stain normalization for automated whole-slide image classification
IL301593B2 (en) * 2020-09-23 2024-07-01 Proscia Inc Critical component detection using deep learning and attention
US12045992B2 (en) * 2020-11-10 2024-07-23 Nec Corporation Multi-domain semantic segmentation with label shifts
CN112365514A (zh) * 2020-12-09 2021-02-12 辽宁科技大学 基于改进PSPNet的语义分割方法
CN112966550B (zh) * 2021-01-28 2022-03-11 广东技术师范大学 基于植株识别模型的黄龙病防治方法、装置和计算机设备
CN113158754B (zh) * 2021-02-04 2024-07-02 安徽农业大学 一种番茄病害图像识别方法
CN113052251A (zh) * 2021-03-31 2021-06-29 青岛农业大学 一种基于深度学习的红掌生长指标获取方法
CN112990341B (zh) * 2021-04-02 2022-08-02 中国科学院宁波材料技术与工程研究所 基于深度学习的多特征联合的植物线虫检测方法及系统
CN113096100B (zh) * 2021-04-15 2023-08-22 杭州睿胜软件有限公司 用于植物病症诊断的方法和植物病症诊断系统
US20220375239A1 (en) * 2021-05-20 2022-11-24 Vishnu Agarwal System and methods to optimize yield in indoor farming
CN113391582B (zh) * 2021-06-04 2024-02-27 北京工业大学 一种用于农林业病虫害和小气候气象信息远程监测的方法
CN113435282B (zh) * 2021-06-18 2021-12-21 南京农业大学 基于深度学习的无人机影像麦穗识别方法
CN113780461B (zh) * 2021-09-23 2022-08-05 中国人民解放军国防科技大学 基于特征匹配的鲁棒神经网络训练方法
CN114170137B (zh) * 2021-11-05 2023-07-04 成都理工大学 一种辣椒病害识别方法、识别系统、计算机可读存储介质
TR2021019195A2 (tr) * 2021-12-06 2021-12-21 Mehmet Isilar Hastalik, zararli ve yabanci ot mücadelesi̇nde yapay zekâ tabanli tahmi̇n karar destek si̇stemi̇
US20230186623A1 (en) * 2021-12-14 2023-06-15 Ping An Technology (Shenzhen) Co., Ltd. Systems and methods for crop disease diagnosis
CN114359578A (zh) * 2021-12-31 2022-04-15 深圳市熠摄科技有限公司 病虫害识别智能终端应用方法及系统
EP4500416A1 (en) * 2022-03-25 2025-02-05 BASF Agro Trademarks GmbH Hybrid model to optimize the fungicide application schedule
CN114973024B (zh) * 2022-04-15 2024-11-01 石河子大学 一种机采棉脱叶效果综合评价指标监测与评价方法及系统
CN114972852A (zh) * 2022-05-12 2022-08-30 中国农业大学 一种植物叶部多种病害检测方法及相关设备
EP4590121A1 (de) 2022-09-22 2025-07-30 Bayer Aktiengesellschaft Zielgenaue applikation von flüssigkeiten in einem feld für kulturpflanzen
CN115661476A (zh) * 2022-10-28 2023-01-31 华智生物技术有限公司 一种水稻病害识别方法、系统、设备及存储介质
CN115661544B (zh) * 2022-11-08 2024-04-05 吉林农业大学 基于N-MobileNetXt的菠菜幼苗水分胁迫等级分类系统及方法
CN116228194A (zh) * 2022-12-30 2023-06-06 杭州睿胜软件有限公司 用于辅助用户进行植物养护的方法及装置
CN116645599A (zh) * 2023-04-27 2023-08-25 河南工业大学 一种轻量级多尺度cnn模型的小麦病害检测方法
CN116310391B (zh) * 2023-05-18 2023-08-15 安徽大学 一种用于茶叶病害的识别方法
CN116630803B (zh) * 2023-05-26 2025-09-16 南京林业大学 基于深度学习的番茄病虫害检测与识别方法
WO2024254636A1 (en) * 2023-06-13 2024-12-19 Commonwealth Scientific And Industrial Research Organisation Scanner for insect damage
CN117173446B (zh) * 2023-06-26 2024-10-29 北京百度网讯科技有限公司 图像分类与训练方法、装置、电子设备和存储介质
WO2025097248A1 (en) * 2023-11-07 2025-05-15 Ground Truth Agriculture Inc. Edge device for categorizing and selecting field image data for transmission to a central server
CN117876843B (zh) * 2024-01-11 2024-07-05 安徽大学 一种具有动态降低图像冗余的高效农作物病害识别方法
WO2025149480A1 (de) 2024-01-12 2025-07-17 Bayer Aktiengesellschaft Zielgenaue applikation von flüssigkeiten auf ein zielobjekt in einem landwirtschaftlichen feld
EP4585043A1 (de) 2024-01-12 2025-07-16 Bayer Aktiengesellschaft Zielgenaue applikation von flüssigkeiten auf ein zielobjekt in einem landwirtschaftlichen feld
CN117708761B (zh) * 2024-02-06 2024-05-03 四川省亿尚农业旅游开发有限公司 一种融合多指标环境条件的朱顶红育苗系统及方法
CN118658150B (zh) * 2024-08-20 2024-11-15 湖南大学 一种基于显著性目标检测的复杂背景下棉花病害识别方法
CN119107197B (zh) * 2024-09-14 2025-06-13 广东省农业科学院植物保护研究所 基于火龙果有害生物发生规律的监测与防治方法及系统
CN119360250B (zh) * 2024-12-23 2025-03-21 中国农业大学 基于无人机多光谱植被指数变化率估测棉花脱叶率的方法
CN119512289B (zh) * 2025-01-21 2025-05-16 台州市一鸣机械股份有限公司 一种低温保鲜金属粮仓的智能化温湿度控制方法与系统
CN120047734B (zh) * 2025-01-24 2025-08-05 安徽大学 一种基于多层信息融合的农作物病害图像分类方法
CN119963933B (zh) * 2025-04-11 2025-07-04 景天下生态环境科技有限公司 基于人工智能的园林植物风险分级预警方法及系统
CN120429589B (zh) * 2025-07-08 2025-09-12 广东省农业科学院农业资源与环境研究所 一种用抗病营养液的香蕉苗培育过程监测方法及系统

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* Cited by examiner, † Cited by third party
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TWI435234B (zh) 2011-11-24 2014-04-21 Inst Information Industry Plant disease identification method, system and record media
EP3455782B1 (en) * 2016-05-13 2020-07-15 Basf Se System and method for detecting plant diseases
US10685231B2 (en) 2016-10-31 2020-06-16 Optim Corporation Computer system, and method and program for diagnosing plants
JP6757054B2 (ja) 2017-05-30 2020-09-16 国立大学法人東北大学 皮膚組織の病理画像を用いた診断支援のためのシステム及び方法
US10747999B2 (en) * 2017-10-18 2020-08-18 The Trustees Of Columbia University In The City Of New York Methods and systems for pattern characteristic detection

Also Published As

Publication number Publication date
EP3754543B1 (en) 2022-04-06
EP3739504A1 (en) 2020-11-18
CN114072853A (zh) 2022-02-18
WO2020229585A1 (en) 2020-11-19
US12148197B2 (en) 2024-11-19
JP7562567B2 (ja) 2024-10-07
US20220230305A1 (en) 2022-07-21
JP2022533820A (ja) 2022-07-26
BR112021022829A2 (pt) 2021-12-28
EP3754543A1 (en) 2020-12-23
CA3140489A1 (en) 2020-11-19

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