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Fractal Features for Object Recognition  ( CPCI-S收录 EI收录)  

文献类型:会议论文

英文题名:Fractal Features for Object Recognition

作者:Zhou, Yan[1];Liang, Jianning[1]

机构:[1]E China Univ Sci & Technol, Dept Comp Sci & Engn, Shanghai 200237, Peoples R China

会议论文集:12th IEEE International Conference on Signal Processing (ICSP)

会议日期:OCT 19-23, 2014

会议地点:HangZhou, PEOPLES R CHINA

语种:英文

外文关键词:Fractal features; Object recognition

摘要:The fractal dimension can measure the distribution of pixels' intensities. Thus, it can be used as a tool to describe the image content. Three kinds of fractal dimensions i.e. box dimension, correlation dimension and information dimension are applied in the construction of fractal features. The object recognition is accomplished according to the similarities of the fractal features. The experiments on three data sets illustrate that fractal feature work well for objection recognition.

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