IL312614B2 - Detecting plant pests - Google Patents

Detecting plant pests

Info

Publication number
IL312614B2
IL312614B2 IL312614A IL31261424A IL312614B2 IL 312614 B2 IL312614 B2 IL 312614B2 IL 312614 A IL312614 A IL 312614A IL 31261424 A IL31261424 A IL 31261424A IL 312614 B2 IL312614 B2 IL 312614B2
Authority
IL
Israel
Prior art keywords
plant
image
detriment
processing
images
Prior art date
Application number
IL312614A
Other languages
English (en)
Hebrew (he)
Other versions
IL312614B1 (en
IL312614A (cg-RX-API-DMAC7.html
Inventor
KOGAN Valeria
ASAFOV Victor
PANCHENKO Artur
STAROSTINA Maria
Original Assignee
Fermatagro Tech Limited
KOGAN Valeria
ASAFOV Victor
PANCHENKO Artur
STAROSTINA Maria
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
Application filed by Fermatagro Tech Limited, KOGAN Valeria, ASAFOV Victor, PANCHENKO Artur, STAROSTINA Maria filed Critical Fermatagro Tech Limited
Priority to IL312614A priority Critical patent/IL312614B2/en
Publication of IL312614A publication Critical patent/IL312614A/en
Publication of IL312614B1 publication Critical patent/IL312614B1/en
Priority to PCT/IB2025/050967 priority patent/WO2025233690A1/en
Publication of IL312614B2 publication Critical patent/IL312614B2/en
Priority to US19/190,916 priority patent/US20250342595A1/en

Links

Classifications

    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01P—BIOCIDAL, PEST REPELLANT, PEST ATTRACTANT OR PLANT GROWTH REGULATORY ACTIVITY OF CHEMICAL COMPOUNDS OR PREPARATIONS
    • A01P17/00—Pest repellants
    • 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
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01M—CATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M7/00—Special adaptations or arrangements of liquid-spraying apparatus for purposes covered by this subclass
    • A01M7/0089—Regulating or controlling systems
    • 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
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T19/00—Manipulating 3D models or images for computer graphics
    • G06T19/006—Mixed reality
    • 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
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G06T7/0016—Biomedical image inspection using an image reference approach involving temporal comparison
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • 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
    • 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
    • G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • 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
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • 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
    • G06V10/50—Extraction of image or video features by performing operations within image blocks; by using histograms, e.g. histogram of oriented gradients [HoG]; by summing image-intensity values; Projection analysis
    • 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
    • G06V10/62—Extraction of image or video features relating to a temporal dimension, e.g. time-based feature extraction; Pattern tracking
    • 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
    • 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
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • 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
    • G06V20/68—Food, e.g. fruit or vegetables
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01C—PLANTING; SOWING; FERTILISING
    • A01C21/00—Methods of fertilising, sowing or planting
    • A01C21/007—Determining fertilization requirements
    • A—HUMAN NECESSITIES
    • A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01G—HORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G9/00—Cultivation in receptacles, forcing-frames or greenhouses; Edging for beds, lawn or the like
    • A01G9/24—Devices or systems for heating, ventilating, regulating temperature, illuminating, or watering, in greenhouses, forcing-frames, or the like
    • 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
    • G06T2207/30181—Earth observation
    • G06T2207/30188—Vegetation; Agriculture
    • 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
    • G06T2207/30248—Vehicle exterior or interior
    • G06T2207/30252—Vehicle exterior; Vicinity of vehicle

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Zoology (AREA)
  • Environmental Sciences (AREA)
  • Wood Science & Technology (AREA)
  • Quality & Reliability (AREA)
  • Pest Control & Pesticides (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Computer Hardware Design (AREA)
  • Computer Graphics (AREA)
  • Plant Pathology (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Insects & Arthropods (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Molecular Biology (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Chemical & Material Sciences (AREA)
  • Mathematical Physics (AREA)
  • General Chemical & Material Sciences (AREA)
  • Biomedical Technology (AREA)
  • Image Analysis (AREA)
  • Agronomy & Crop Science (AREA)
  • Toxicology (AREA)
  • Dentistry (AREA)
IL312614A 2024-05-05 2024-05-05 Detecting plant pests IL312614B2 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
IL312614A IL312614B2 (en) 2024-05-05 2024-05-05 Detecting plant pests
PCT/IB2025/050967 WO2025233690A1 (en) 2024-05-05 2025-01-29 Detection of plant detriments
US19/190,916 US20250342595A1 (en) 2024-05-05 2025-04-28 Detection of plant detriments

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IL312614A IL312614B2 (en) 2024-05-05 2024-05-05 Detecting plant pests

Publications (3)

Publication Number Publication Date
IL312614A IL312614A (cg-RX-API-DMAC7.html) 2024-06-01
IL312614B1 IL312614B1 (en) 2024-11-01
IL312614B2 true IL312614B2 (en) 2025-03-01

Family

ID=93377538

Family Applications (1)

Application Number Title Priority Date Filing Date
IL312614A IL312614B2 (en) 2024-05-05 2024-05-05 Detecting plant pests

Country Status (3)

Country Link
US (1) US20250342595A1 (cg-RX-API-DMAC7.html)
IL (1) IL312614B2 (cg-RX-API-DMAC7.html)
WO (1) WO2025233690A1 (cg-RX-API-DMAC7.html)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IL264661B (en) * 2016-09-05 2022-06-01 Mycrops Tech Ltd A method and system for characterization of cannabaceae plants
US20220172056A1 (en) * 2019-04-25 2022-06-02 National University Corporation Shizuoka University Prediction system, prediction method, and prediction program
US20220245940A1 (en) * 2018-06-06 2022-08-04 AgEYE Technologies, Inc. Ai-powered autonomous plant-growth optimization system that automatically adjusts input variables to yield desired harvest traits
WO2022164656A1 (en) * 2021-01-29 2022-08-04 Iunu, Inc. Pest infestation detection for horticultural grow operations
EP4182635A1 (en) * 2020-10-02 2023-05-24 Ecoation Innovative Solutions Inc. Reduction of time of day variations in plant-related data measurements

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8135178B2 (en) * 2007-04-10 2012-03-13 Deere & Company Process for normalizing images or other data layers
US20190108631A1 (en) * 2017-10-06 2019-04-11 AgriSight, Inc. System and method for field pattern analysis
US11140813B1 (en) * 2018-01-24 2021-10-12 Scythe Robotics, Inc. Moisture and vegetative health mapping
US10891482B2 (en) * 2018-07-10 2021-01-12 Adroit Robotics Systems, devices, and methods for in-field diagnosis of growth stage and crop yield estimation in a plant area
US10713542B2 (en) * 2018-10-24 2020-07-14 The Climate Corporation Detection of plant diseases with multi-stage, multi-scale deep learning
US11672203B2 (en) * 2018-10-26 2023-06-13 Deere & Company Predictive map generation and control
US11238309B2 (en) * 2018-12-26 2022-02-01 Intel Corporation Selecting keypoints in images using descriptor scores
EP3804488A1 (en) * 2019-10-08 2021-04-14 Bayer AG Apparatus for plant disease and pest detection
US11237563B2 (en) * 2019-11-20 2022-02-01 FarmWise Labs, Inc. Method for analyzing individual plants in an agricultural field
US11425852B2 (en) * 2020-10-16 2022-08-30 Verdant Robotics, Inc. Autonomous detection and control of vegetation
US11406097B2 (en) * 2020-10-16 2022-08-09 Verdant Robotics, Inc. Autonomous detection and treatment of agricultural objects via precision treatment delivery system
US20220270249A1 (en) * 2021-02-19 2022-08-25 Intelinair, Inc. Nutrient deficiency detection and forecasting system
US20220375239A1 (en) * 2021-05-20 2022-11-24 Vishnu Agarwal System and methods to optimize yield in indoor farming
US11399531B1 (en) * 2021-10-20 2022-08-02 Verdant Robotics, Inc. Precision detection and control of vegetation with real time pose estimation

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
IL264661B (en) * 2016-09-05 2022-06-01 Mycrops Tech Ltd A method and system for characterization of cannabaceae plants
US20220245940A1 (en) * 2018-06-06 2022-08-04 AgEYE Technologies, Inc. Ai-powered autonomous plant-growth optimization system that automatically adjusts input variables to yield desired harvest traits
US20220172056A1 (en) * 2019-04-25 2022-06-02 National University Corporation Shizuoka University Prediction system, prediction method, and prediction program
EP4182635A1 (en) * 2020-10-02 2023-05-24 Ecoation Innovative Solutions Inc. Reduction of time of day variations in plant-related data measurements
WO2022164656A1 (en) * 2021-01-29 2022-08-04 Iunu, Inc. Pest infestation detection for horticultural grow operations

Also Published As

Publication number Publication date
WO2025233690A1 (en) 2025-11-13
US20250342595A1 (en) 2025-11-06
IL312614B1 (en) 2024-11-01
IL312614A (cg-RX-API-DMAC7.html) 2024-06-01

Similar Documents

Publication Publication Date Title
US12171198B2 (en) Agricultural monitoring system using image analysis
US10028452B2 (en) Horticultural monitoring system
US20230215511A1 (en) Real-time projections and estimated distributions of agricultural pests, diseases, and biocontrol agents
Ifty et al. Adoption of IoT in Agriculture-Systematic Review
US20180342020A1 (en) System, method and apparatus for management of agricultural resource
KR101934961B1 (ko) 단말기를 이용한 수익성 예측 방법 및 수익성 예측 장치
Hiraguri et al. Shape classification technology of pollinated tomato flowers for robotic implementation
WO2020160548A1 (en) Systems and methods for measuring beehive strength
US12462551B2 (en) Tracking objects with changing appearances
US11666004B2 (en) System and method for testing plant genotype and phenotype expressions under varying growing and environmental conditions
US12131393B2 (en) Platform for real-time identification and resolution of spatial production anomalies in agriculture
El-Tabakh et al. Digital Agriculture for Enhancing Yield, Nutrition, and Biological Stress Resistance
Rathore Application of artificial intelligence in agriculture including horticulture
US20250342595A1 (en) Detection of plant detriments
US20220104437A1 (en) Reduction of time of day variations in plant-related data measurements
Wieme et al. Ultra-high-resolution UAV-imaging and supervised deep learning for accurate detection of Alternaria solani in potato fields
WO2024069631A1 (en) Plant phenotyping
Saha et al. ML-based smart farming using LSTM
Sengupta FOREST: Future-Oriented AI Systems for Enhancing Plant Health Monitoring and Sustainable Treatments in Precision Agriculture
Kumanan et al. Improving Grape Quality in Viticulture with Autonomous Robots Using Deep Learning and Sensor Fusion
Amusan et al. Design and Implementation of an IoT Based Smart Farming Using Agricultural Rover and Crop Monitoring Tool