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
Other languages
English (en)
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

Links

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

Landscapes

  • 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 (zh) 2020-05-14 2020-05-14 一种基于计算机视觉的棉花作物行检测方法、装置及存储介质

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 (zh)
WO (1) WO2021226900A1 (zh)
ZA (1) ZA202209189B (zh)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112446350B (zh) * 2020-12-09 2022-07-19 武汉工程大学 一种改进YOLOv3复杂棉田背景下棉花检测方法
CN114485612B (zh) * 2021-12-29 2024-04-26 广州极飞科技股份有限公司 路线生成方法、装置、无人作业车、电子设备及存储介质
CN114586546A (zh) * 2022-03-14 2022-06-07 西南大学 基于电子鼻与图像识别的草莓自动采摘装置及其控制方法
CN114882291B (zh) * 2022-05-31 2023-06-06 南京林业大学 基于高光谱图像像素块机器学习的籽棉地膜识别分类方法
CN115451965B (zh) * 2022-08-19 2024-04-26 安徽农业大学 基于双目视觉的插秧机插植系统相对航向信息检测方法
CN117392513B (zh) * 2023-12-07 2024-04-09 天津大学 一种无人驾驶采棉机垄线识别方法及其应用

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101750051A (zh) * 2010-01-04 2010-06-23 中国农业大学 一种视觉导航的多作物行检测方法
DE102018126664A1 (de) * 2017-10-27 2019-05-02 GM Global Technology Operations LLC Domänenanpassung durch klassenausgeglichenes selbsttraining mit räumlichen prioren
CN108564603B (zh) * 2018-03-21 2021-11-16 西安理工大学 基于改进的高斯混合模型的sar图像变化检测方法
CN108647652B (zh) * 2018-05-14 2022-07-01 北京工业大学 一种基于图像分类和目标检测的棉花发育期自动识别方法
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 (zh) * 2018-10-16 2019-06-28
CN109859158A (zh) * 2018-11-27 2019-06-07 邦鼓思电子科技（上海）有限公司 一种基于视觉的工作区域边界的检测系统、方法及机器设备
CN109740551A (zh) * 2019-01-09 2019-05-10 贵州宽凳智云科技有限公司 一种基于计算机视觉的夜间车道线识别方法及系统
CN110765916B (zh) * 2019-10-17 2022-08-30 北京中科原动力科技有限公司 一种基于语义和实例分割的农田苗垄识别方法及系统
CN110827505A (zh) * 2019-10-29 2020-02-21 天津大学 一种基于深度学习的烟雾分割方法
CN110942454A (zh) * 2019-11-26 2020-03-31 北京科技大学 一种农业图像语义分割方法

Also Published As

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

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