文献类型：期刊文献

英文题名：Combining image gradient and fractal dimension for object recognition

作者：Zhou, Yan[1]; Liang, Jianning[1]

机构：[1] Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China

年份：2014

起止页码：285

外文期刊名：2014 IEEE 7th Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2014

收录：EI(收录号：20152701002093)

语种：英文

外文关键词：Fractal dimension

摘要：Object recognition is very important for many vision applications. A new method combining image gradient and fractal dimension is presented for object recognition. Fractal dimension is utilized to measure the distribution of image gradients of pixels. Then, the descriptor based on fractal dimension and image gradient is constructed to describe the image content. Object recognition is performed in term of the similarities of the image descriptor. The experimental results on three data sets demonstrated that our method is efficient and effective for object recognition. ? 2014 IEEE.