RU2770465C2 - Способ, носитель и система для обнаружения вируса картофеля на изображении сельскохозяйственной культуры - Google Patents

Способ, носитель и система для обнаружения вируса картофеля на изображении сельскохозяйственной культуры Download PDF

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RU2770465C2
RU2770465C2 RU2021115279A RU2021115279A RU2770465C2 RU 2770465 C2 RU2770465 C2 RU 2770465C2 RU 2021115279 A RU2021115279 A RU 2021115279A RU 2021115279 A RU2021115279 A RU 2021115279A RU 2770465 C2 RU2770465 C2 RU 2770465C2
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Ришен БЕЛЬ
Уилльям РОСС
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Маккейн Фудс Лимитед
Рессон Аэроспейс Корпорейшн
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0004Industrial image inspection
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01GHORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G13/00Protection of plants
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01GHORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G22/00Cultivation of specific crops or plants not otherwise provided for
    • A01G22/25Root crops, e.g. potatoes, yams, beet or wasabi
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01GHORTICULTURE; CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPS OR SEAWEED; FORESTRY; WATERING
    • A01G7/00Botany in general
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/12Edge-based segmentation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/13Edge detection
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/136Segmentation; Edge detection involving thresholding
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/90Determination of colour characteristics
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01DHARVESTING; MOWING
    • A01D33/00Accessories for digging harvesters
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10024Color image
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30108Industrial image inspection
    • G06T2207/30128Food products
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30181Earth observation
    • G06T2207/30188Vegetation; Agriculture

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  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Environmental Sciences (AREA)
  • Botany (AREA)
  • Quality & Reliability (AREA)
  • Forests & Forestry (AREA)
  • Ecology (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Toxicology (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Protection Of Plants (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
RU2021115279A 2016-10-13 2017-10-12 Способ, носитель и система для обнаружения вируса картофеля на изображении сельскохозяйственной культуры RU2770465C2 (ru)

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US201662407882P 2016-10-13 2016-10-13
US62/407,882 2016-10-13
US201662408234P 2016-10-14 2016-10-14
US62/408,234 2016-10-14

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RU2019113996A RU2749033C2 (ru) 2016-10-13 2017-10-12 Способ, носитель и система для обнаружения вируса картофеля на изображении сельскохозяйственной культуры

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AU (1) AU2017343690A1 (enExample)
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CA (1) CA3039557A1 (enExample)
CL (1) CL2019000998A1 (enExample)
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Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114648630A (zh) 2016-10-13 2022-06-21 麦凯恩食品有限公司 用于在作物图像中检测马铃薯病毒的方法、介质和系统
DE102018127845A1 (de) * 2018-11-07 2020-05-07 Grimme Landmaschinenfabrik Gmbh & Co. Kg Verfahren zur Regelung des Betriebs einer Maschine zum Ernten von Hackfrüchten
DE102018127846A1 (de) * 2018-11-07 2020-05-07 Grimme Landmaschinenfabrik Gmbh & Co. Kg Verfahren zur Regelung des Betriebs einer Maschine zum Ernten von Hackfrüchten
CN110681514B (zh) * 2019-09-28 2025-02-11 华艺生态园林股份有限公司 喷刷一体式树木喷刷装置
CN112733582B (zh) * 2019-10-28 2024-11-29 广州极飞科技股份有限公司 农作物产量的确定方法及装置、非易失性存储介质
CN111402291B (zh) * 2020-03-04 2023-08-29 阿波罗智联(北京)科技有限公司 用于跟踪目标的方法和装置
CN111598181B (zh) * 2020-05-21 2023-04-07 中国热带农业科学院热带生物技术研究所 一种香蕉花叶心腐病app识别方法及系统
CN114140456B (zh) * 2021-12-08 2024-04-26 湛江海关技术中心 一种基于图像识别的智能食品检测方法及系统
CN117456468B (zh) * 2023-11-30 2024-08-27 君华高科集团有限公司 一种基于ai算法的食品安全人工智能监管系统

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140089045A1 (en) * 2012-09-27 2014-03-27 Superior Edge, Inc. Methods, apparatus and systems for determining stand population, stand consistency and stand quality in an agricultural crop and alerting users
US20140316614A1 (en) * 2012-12-17 2014-10-23 David L. Newman Drone for collecting images and system for categorizing image data
US20140343863A1 (en) * 2013-05-17 2014-11-20 Kyoto University Method for evaluating vitality of plant, and measurement system and evaluation system
RU2558225C2 (ru) * 2013-12-11 2015-07-27 Федеральное государственное бюджетное научное учреждение "Всероссийский научно-исследовательский институт электрификации сельского хозяйства"(ФГБНУ ВИЭСХ) Способ и устройство оперативного воздействия на технологические процессы возделывания сельскохозяйственных культур

Family Cites Families (35)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0820228B2 (ja) * 1990-01-31 1996-03-04 住友ゴム工業株式会社 タイヤ外周面のプロファイル測定方法及びその装置
JPH1090066A (ja) * 1996-09-12 1998-04-10 Yazaki Corp 植物葉面撮影装置
US7496228B2 (en) 2003-06-13 2009-02-24 Landwehr Val R Method and system for detecting and classifying objects in images, such as insects and other arthropods
JP4493050B2 (ja) 2005-06-27 2010-06-30 パイオニア株式会社 画像分析装置および画像分析方法
WO2008083062A1 (en) 2006-12-29 2008-07-10 Pioneer Hi-Bred International, Inc. Automated location-based information recall
CN101021939A (zh) 2007-03-29 2007-08-22 沈阳理工大学 基于计算机图像处理的农作物病害诊断系统
BRPI0905641A2 (pt) 2009-07-08 2011-03-29 Basf Se sistema para diagnóstico de anomalias de plantas
WO2011160159A1 (en) 2010-06-25 2011-12-29 Cambium Land & Water Management Pty. Ltd. A system and a method for generating a spectral image for a plot of land
JP2012080790A (ja) * 2010-10-07 2012-04-26 Mega Chips Corp 育成支援システム
US9377404B2 (en) 2010-11-08 2016-06-28 National University Corporation Ehime University Plant health diagnostic method and plant health diagnostic device
JP5673823B2 (ja) 2011-06-29 2015-02-18 富士通株式会社 植物種識別装置、方法およびプログラム
TWI435234B (zh) 2011-11-24 2014-04-21 Inst Information Industry Plant disease identification method, system and record media
US20130156271A1 (en) 2011-12-20 2013-06-20 Net-Fit Tecnologia Da Informacao Ltda. System for analysis of pests and diseases in crops and orchards via mobile phone
CN202904667U (zh) * 2012-03-29 2013-04-24 宁夏大学 基于移动终端的作物病害识别系统
CN102759528B (zh) 2012-07-09 2014-04-02 陕西科技大学 一种农作物叶部病害检测方法
CN102945376B (zh) 2012-09-28 2016-03-30 北京农业信息技术研究中心 一种农作物病害的诊断方法
CN103077529B (zh) * 2013-02-27 2016-04-06 电子科技大学 基于图像扫描的植物叶片特征分析系统
EP3032946B1 (en) * 2013-07-11 2022-10-05 Blue River Technology Inc. Method for automatic phenotype measurement and selection
CN103514459A (zh) 2013-10-11 2014-01-15 中国科学院合肥物质科学研究院 一种基于Android手机平台的识别农作物病虫害的方法及系统
CN103593652B (zh) * 2013-10-28 2016-08-24 西京学院 一种基于黄瓜叶片症状图像处理的黄瓜病害识别方法
TWI570653B (zh) 2013-11-08 2017-02-11 財團法人資訊工業策進會 The treatment of plant symptoms is recommended by systems, methods and recording media
CN103778628B (zh) 2014-01-10 2017-01-18 北京农业信息技术研究中心 田间开放环境下的叶片病害程度获取方法及系统
CN103955938B (zh) * 2014-05-15 2017-03-08 安徽农业大学 一种基于移动互联网模式和叶片颜色分析的小麦生长状态诊断方法
CN104063686B (zh) 2014-06-17 2017-08-29 中国科学院合肥物质科学研究院 作物叶部病害图像交互式诊断系统与方法
WO2016011376A1 (en) 2014-07-18 2016-01-21 Hewlett-Packard Development Company, L.P. Conflict detection in a hybrid network device
US9922405B2 (en) * 2014-08-22 2018-03-20 The Climate Corporation Methods for agronomic and agricultural monitoring using unmanned aerial systems
CN104598908B (zh) * 2014-09-26 2017-11-28 浙江理工大学 一种农作物叶部病害识别方法
US20170161560A1 (en) * 2014-11-24 2017-06-08 Prospera Technologies, Ltd. System and method for harvest yield prediction
CN106954385B (zh) * 2015-01-09 2020-07-28 麦克赛尔控股株式会社 植物信息取得系统、植物信息取得装置和植物信息取得方法
IL236606B (en) * 2015-01-11 2020-09-30 Gornik Amihay Standards and methods for agricultural monitoring
CN104680524B (zh) 2015-02-11 2018-06-22 中国农业大学 一种叶类蔬菜病害诊断方法
KR101545479B1 (ko) * 2015-03-31 2015-08-24 김명준 무인항공기 정사영상을 이용한 산림 병해충 피해목 검출 방법
CN106023159B (zh) * 2016-05-10 2019-02-26 中国农业大学 设施蔬菜叶部病斑图像分割方法及系统
CN114648630A (zh) 2016-10-13 2022-06-21 麦凯恩食品有限公司 用于在作物图像中检测马铃薯病毒的方法、介质和系统
US10909367B2 (en) * 2017-03-02 2021-02-02 Basecamp Networks, LLC Automated diagnosis and treatment of crop infestations

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140089045A1 (en) * 2012-09-27 2014-03-27 Superior Edge, Inc. Methods, apparatus and systems for determining stand population, stand consistency and stand quality in an agricultural crop and alerting users
US20140316614A1 (en) * 2012-12-17 2014-10-23 David L. Newman Drone for collecting images and system for categorizing image data
US20140343863A1 (en) * 2013-05-17 2014-11-20 Kyoto University Method for evaluating vitality of plant, and measurement system and evaluation system
RU2558225C2 (ru) * 2013-12-11 2015-07-27 Федеральное государственное бюджетное научное учреждение "Всероссийский научно-исследовательский институт электрификации сельского хозяйства"(ФГБНУ ВИЭСХ) Способ и устройство оперативного воздействия на технологические процессы возделывания сельскохозяйственных культур

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
ANTHONYS G. et al., An image recognition system for crop disease identification of paddy fields in Sri Lanka, International Conference on Industrial and Information Systems (ICIIS), 2009, pp. 403-407. *

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CN110022674A (zh) 2019-07-16
CN114648630A (zh) 2022-06-21
WO2018068143A1 (en) 2018-04-19
ZA202104445B (en) 2023-03-29
BR112019007519A2 (pt) 2019-07-02
MX2019004234A (es) 2019-10-15
BR112019007519B1 (pt) 2023-03-28
CA3039557A1 (en) 2018-04-19
JP2020503886A (ja) 2020-02-06
RU2749033C2 (ru) 2021-06-03
AU2017343690A1 (en) 2019-05-16
EP3525574A1 (en) 2019-08-21
US20190236771A1 (en) 2019-08-01
EP3525574A4 (en) 2020-06-17
CL2019000998A1 (es) 2019-10-11
RU2021115279A3 (enExample) 2022-01-11
RU2019113996A3 (enExample) 2020-11-13
RU2021115279A (ru) 2021-06-08
JP7094293B2 (ja) 2022-07-01
US10964009B2 (en) 2021-03-30
US20210183048A1 (en) 2021-06-17
US11645743B2 (en) 2023-05-09
RU2019113996A (ru) 2020-11-13
CN110022674B (zh) 2022-04-01

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