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Image segmentation of field rape based on color feature and three - dimensional mapping

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成果类型:
期刊论文、会议论文
作者:
Shuai, Du-Juan*;Liu, Chang-Hua
通讯作者:
Shuai, Du-Juan
作者机构:
[Shuai, Du-Juan; Liu, Chang-Hua] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan, Hubei, Peoples R China.
通讯机构:
[Shuai, Du-Juan] W
Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan, Hubei, Peoples R China.
语种:
英文
关键词:
Color;Color image processing;Crops;Mapping;Soils;Wireless telecommunication systems;Cole flower;Color features;Color segmentation;Gray spaces;Natural conditions;Spatial mapping;Three dimensional mapping;Three dimensional space;Image segmentation
期刊:
ACM International Conference Proceeding Series
年:
2017
页码:
215-219
会议名称:
International Conference on Wireless Communications, Networking and Applications (WCNA)
会议论文集名称:
Wireless Communications, Networking and Applications
会议时间:
OCT 20-22, 2017
会议地点:
Shenzhen, PEOPLES R CHINA
会议主办单位:
[Shuai, Du-Juan;Liu, Chang-Hua] Wuhan Polytech Univ, Sch Math & Comp Sci, Wuhan, Hubei, Peoples R China.
主编:
Patnaik, S
出版地:
1515 BROADWAY, NEW YORK, NY 10036-9998 USA
出版者:
ASSOC COMPUTING MACHINERY
ISBN:
978-1-4503-5344-1
基金类别:
This research was supported by the Natural Science Foundation of China (No.61502438), and the Hubei Provincial Department of Education Science and Technology Project(NO.B2015001)
机构署名:
本校为第一且通讯机构
院系归属:
数学与计算机学院
摘要:
Giving that the changing light in the natural condition has negative impacts on the image segmentation of rape fields, the image of rape was processed by color segmentation algorithm and three - dimensional spatial mapping to realize the effective segmentation of rape and soil, rape and rape flowers. In this paper, the components of the RGB image in green crop is extracted by the color feature, and then, the gray space of the image is transformed into the three-dimensional space by using the green super-green existence principle. The mainly ste...

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