AR121163A1 - Método para el tratamiento de plantación en función del reconocimiento de imagen - Google Patents

Método para el tratamiento de plantación en función del reconocimiento de imagen

Info

Publication number
AR121163A1
AR121163A1 ARP200101418A ARP200101418A AR121163A1 AR 121163 A1 AR121163 A1 AR 121163A1 AR P200101418 A ARP200101418 A AR P200101418A AR P200101418 A ARP200101418 A AR P200101418A AR 121163 A1 AR121163 A1 AR 121163A1
Authority
AR
Argentina
Prior art keywords
image
image recognition
plantation
complexity
recognition analysis
Prior art date
Application number
ARP200101418A
Other languages
English (en)
Inventor
Ole Janssen
Matthias Tempel
Bjoern Kiepe
Mirwaes Wahabzada
Original Assignee
Basf Agro Trademarks Gmbh
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 Basf Agro Trademarks Gmbh filed Critical Basf Agro Trademarks Gmbh
Publication of AR121163A1 publication Critical patent/AR121163A1/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
    • G06Q50/02—Agriculture; Fishing; Forestry; Mining
    • 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
    • A01M21/00—Apparatus for the destruction of unwanted vegetation, e.g. weeds
    • A01M21/04—Apparatus for destruction by steam, chemicals, burning, or electricity
    • A01M21/043—Apparatus for destruction by steam, chemicals, burning, or electricity by chemicals
    • 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
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form
    • G05B19/4155—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by programme execution, i.e. part programme or machine function execution, e.g. selection of a programme
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0004—Industrial image inspection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06V10/776—Validation; Performance evaluation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G06V20/17—Terrestrial scenes taken from planes or by drones
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B64—AIRCRAFT; AVIATION; COSMONAUTICS
    • B64U—UNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U2101/00—UAVs specially adapted for particular uses or applications
    • B64U2101/30—UAVs specially adapted for particular uses or applications for imaging, photography or videography
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B64—AIRCRAFT; AVIATION; COSMONAUTICS
    • B64U—UNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U2101/00—UAVs specially adapted for particular uses or applications
    • B64U2101/40—UAVs specially adapted for particular uses or applications for agriculture or forestry operations
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00—Program-control systems
    • G05B2219/30—Nc systems
    • G05B2219/45—Nc applications
    • G05B2219/45013—Spraying, coating, painting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10032—Satellite or aerial image; Remote sensing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10048—Infrared image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Insects & Arthropods (AREA)
  • Zoology (AREA)
  • Wood Science & Technology (AREA)
  • Pest Control & Pesticides (AREA)
  • Environmental Sciences (AREA)
  • Multimedia (AREA)
  • Toxicology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Business, Economics & Management (AREA)
  • Artificial Intelligence (AREA)
  • Manufacturing & Machinery (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Remote Sensing (AREA)
  • Automation & Control Theory (AREA)
  • Human Computer Interaction (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Marine Sciences & Fisheries (AREA)
  • Animal Husbandry (AREA)
  • Agronomy & Crop Science (AREA)
  • Human Resources & Organizations (AREA)
  • Mining & Mineral Resources (AREA)
  • Primary Health Care (AREA)
  • Strategic Management (AREA)
  • Tourism & Hospitality (AREA)
  • Quality & Reliability (AREA)
  • Catching Or Destruction (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

Un método para el tratamiento de una plantación de un campo de plantación, en donde el método comprende capturar una imagen de una plantación de un campo de plantación; reconocer objetos en la imagen capturada ejecutando un primer análisis de reconocimiento de imagen de una primera complejidad en la imagen capturada en función de una parametrización almacenada de un algoritmo de aprendizaje automático; identificar un resultado de análisis de imagen no satisfactorio; determinar los datos ambientales que corresponden a la imagen capturada; reconocer objetos en la imagen capturada ejecutando un segundo análisis de reconocimiento de imagen de una segunda complejidad en la imagen en función de los datos ambientales en un dispositivo externo, en donde la segunda complejidad es mayor que la primera complejidad; determinar una parametrización mejorada en función del segundo análisis de reconocimiento de imagen para el algoritmo de aprendizaje automático para mejorar el primer análisis de reconocimiento de imagen; y controlar una disposición de tratamiento de un dispositivo de tratamiento en función del primer análisis de reconocimiento de imagen.
ARP200101418A 2019-05-20 2020-05-19 Método para el tratamiento de plantación en función del reconocimiento de imagen AR121163A1 (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
EP19175363 2019-05-20

Publications (1)

Publication Number Publication Date
AR121163A1 true AR121163A1 (es) 2022-04-27

Family

ID=66625076

Family Applications (1)

Application Number Title Priority Date Filing Date
ARP200101418A AR121163A1 (es) 2019-05-20 2020-05-19 Método para el tratamiento de plantación en función del reconocimiento de imagen

Country Status (8)

Country Link
US (1) US20220254155A1 (es)
EP (1) EP3741214B1 (es)
JP (1) JP2022533756A (es)
CN (1) CN114144061A (es)
AR (1) AR121163A1 (es)
BR (1) BR112021023280A2 (es)
CA (1) CA3140955A1 (es)
WO (1) WO2020234296A1 (es)

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CN112735071B (zh) * 2020-12-29 2022-08-12 岳阳市金霖昇行科技有限公司 基于互联网的林业监控系统
CN112735070B (zh) * 2020-12-29 2022-06-24 湖南全亦科技有限公司 一种基于互联网的林业监控方法
CN113925039B (zh) * 2021-10-12 2022-10-11 一鼎(福建)生态园林建设有限公司 一种基于物联网的园林病虫害智能防护系统及防控方法
CN113920474B (zh) * 2021-10-28 2024-04-30 成都信息工程大学 一种智能监管柑橘种植态势的物联网系统及方法
CN113917946B (zh) * 2021-11-18 2024-05-10 上海顺诠科技有限公司 基于动态调整预警范围的无人机自动喷洒作业系统及其方法
WO2023095041A1 (en) * 2021-11-24 2023-06-01 Upl Limited Method and system for automatically identifying crop infestation
WO2023117868A1 (en) * 2021-12-21 2023-06-29 Basf Agro Trademarks Gmbh A computer-implemented method for generating a soil property map of an agricultural field
WO2023217618A1 (en) * 2022-05-10 2023-11-16 Bayer Aktiengesellschaft Improvements in the use of crop protection products and/or nutrients
WO2023237520A1 (en) 2022-06-07 2023-12-14 Basf Agro Trademarks Gmbh Pulse width modulation for dose rate adaption
CN116182564B (zh) * 2023-04-26 2024-01-23 科大智能物联技术股份有限公司 一种烧结机点火炉智能控制系统
CN116806799B (zh) * 2023-08-25 2024-06-25 深圳市纬尔科技有限公司 一种智慧农业田间除草方法以及系统

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US10521896B2 (en) * 2012-07-05 2019-12-31 Bernard Fryshman Object image recognition and instant active response with enhanced application and utility
US10564316B2 (en) * 2014-09-12 2020-02-18 The Climate Corporation Forecasting national crop yield during the growing season
CN106742004A (zh) * 2016-11-23 2017-05-31 河池学院 一种农作物防虫害飞行机器人
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Also Published As

Publication number Publication date
CA3140955A1 (en) 2020-11-26
JP2022533756A (ja) 2022-07-25
BR112021023280A2 (pt) 2022-01-04
WO2020234296A1 (en) 2020-11-26
EP3741214B1 (en) 2024-08-14
US20220254155A1 (en) 2022-08-11
CN114144061A (zh) 2022-03-04
EP3741214A1 (en) 2020-11-25

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