ZA202209189B - Cotton crop row detection method and apparatus based on computer vision, and storage medium - Google Patents

Cotton crop row detection method and apparatus based on computer vision, and storage medium

Info

Publication number
ZA202209189B
ZA202209189B ZA2022/09189A ZA202209189A ZA202209189B ZA 202209189 B ZA202209189 B ZA 202209189B ZA 2022/09189 A ZA2022/09189 A ZA 2022/09189A ZA 202209189 A ZA202209189 A ZA 202209189A ZA 202209189 B ZA202209189 B ZA 202209189B
Authority
ZA
South Africa
Prior art keywords
storage medium
detection method
computer vision
apparatus based
row detection
Prior art date
Application number
ZA2022/09189A
Inventor
Xiaowei Wu
Original Assignee
Anhui Zhongke Intelligent Perception Tech Co Ltd
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 Anhui Zhongke Intelligent Perception Tech Co Ltd filed Critical Anhui Zhongke Intelligent Perception Tech Co Ltd
Publication of ZA202209189B publication Critical patent/ZA202209189B/en

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Classifications

    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/136—Segmentation; Edge detection involving thresholding
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/187—Segmentation; Edge detection involving region growing; involving region merging; involving connected component labelling
    • 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
    • G06T2207/10016—Video; Image sequence
    • 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
    • G06T2207/20081—Training; Learning
    • 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Image Analysis (AREA)
ZA2022/09189A 2020-05-14 2022-08-16 Cotton crop row detection method and apparatus based on computer vision, and storage medium ZA202209189B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2020/090121 WO2021226900A1 (en) 2020-05-14 2020-05-14 Cotton crop row detection method and apparatus based on computer vision, and storage medium

Publications (1)

Publication Number Publication Date
ZA202209189B true ZA202209189B (en) 2022-12-21

Family

ID=72574214

Family Applications (1)

Application Number Title Priority Date Filing Date
ZA2022/09189A ZA202209189B (en) 2020-05-14 2022-08-16 Cotton crop row detection method and apparatus based on computer vision, and storage medium

Country Status (3)

Country Link
CN (1) CN111727457B (en)
WO (1) WO2021226900A1 (en)
ZA (1) ZA202209189B (en)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112446350B (en) * 2020-12-09 2022-07-19 武汉工程大学 Improved method for detecting cotton in YOLOv3 complex cotton field background
CN114485612B (en) * 2021-12-29 2024-04-26 广州极飞科技股份有限公司 Route generation method and device, unmanned operation vehicle, electronic equipment and storage medium
CN114586546A (en) * 2022-03-14 2022-06-07 西南大学 Automatic strawberry picking device based on electronic nose and image recognition and control method thereof
CN114882291B (en) * 2022-05-31 2023-06-06 南京林业大学 Seed cotton mulching film identification and classification method based on hyperspectral image pixel block machine learning
CN115451965B (en) * 2022-08-19 2024-04-26 安徽农业大学 Relative heading information detection method for transplanting system of transplanting machine based on binocular vision
CN117392513B (en) * 2023-12-07 2024-04-09 天津大学 Unmanned cotton picker ridge line identification method and application thereof

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101750051A (en) * 2010-01-04 2010-06-23 中国农业大学 Visual navigation based multi-crop row detection method
DE102018126664A1 (en) * 2017-10-27 2019-05-02 GM Global Technology Operations LLC DOMAIN ADAPTATION THROUGH CLASS-EXISTED SELF-TRAINING WITH SPATIAL PRIOR
CN108564603B (en) * 2018-03-21 2021-11-16 西安理工大学 SAR image change detection method based on improved Gaussian mixture model
CN108647652B (en) * 2018-05-14 2022-07-01 北京工业大学 Cotton development period automatic identification method based on image classification and target detection
US10713484B2 (en) * 2018-05-24 2020-07-14 Blue River Technology Inc. Semantic segmentation to identify and treat plants in a field and verify the plant treatments
IN201841039266A (en) * 2018-10-16 2019-06-28
CN109859158A (en) * 2018-11-27 2019-06-07 邦鼓思电子科技（上海）有限公司 A kind of detection system, method and the machinery equipment on the working region boundary of view-based access control model
CN109740551A (en) * 2019-01-09 2019-05-10 贵州宽凳智云科技有限公司 A kind of night Lane detection method and system based on computer vision
CN110765916B (en) * 2019-10-17 2022-08-30 北京中科原动力科技有限公司 Farmland seedling ridge identification method and system based on semantics and example segmentation
CN110827505A (en) * 2019-10-29 2020-02-21 天津大学 Smoke segmentation method based on deep learning
CN110942454A (en) * 2019-11-26 2020-03-31 北京科技大学 Agricultural image semantic segmentation method

Also Published As

Publication number Publication date
WO2021226900A1 (en) 2021-11-18
CN111727457B (en) 2024-01-26
CN111727457A (en) 2020-09-29

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