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Correlation analysis-based image segmentation approach for automatic agriculture vehicle 被引量:1

Correlation analysis-based image segmentation approach for automatic agriculture vehicle
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摘要 It is important to segment image correctly to extract guidance information for automatic agriculture vehicle. If we can make the computer know where the crops are, we can extract the guidance line easily. Images were divided into some rec-tangle small windows, then a pair of 1-D arrays was constructed in each small windows. The correlation coefficients of every small window constructed the features to segment images. The results showed that correlation analysis is a potential approach for processing complex farmland for guidance system, and more correlation analysis methods must be researched. It is important to segment image correctly to extract guidance information for automatic agriculture vehicle. If we can make the computer know where the crops are, we can extract the guidance line easily. Images were divided into some rectangle small windows, then a pair of 1-D arrays was constructed in each small windows. The correlation coefficients of every small window constructed the features to segment images. The results showed that correlation analysis is a potential approach for processing complex farmland for guidance system, and more correlation analysis methods must be researched.
出处 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2005年第10期1158-1162,共5页 浙江大学学报(英文版)A辑(应用物理与工程)
基金 ProjectsupportedbytheNSFC(NationalNaturalScienceFounda-tionofChina)-KOSEF(KoreaScienceandEngineeringFoundation)ScientificCooperationProgram,andtheNationalNaturalScienceFoundationofChina(No.30370371)
关键词 图象分割 相关性分析 自动算法 图象处理 图象片段 Image segmentation, Machine vision, Correlation analysis, Guidance
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