Image retrieval algorithm using fractal dimensions

Jing Liu; Weicai Zhong; Fang Liu; Licheng Jiao

doi:10.1117/12.477114

31 July 2002 Image retrieval algorithm using fractal dimensions

Jing Liu, Weicai Zhong, Fang Liu, Licheng Jiao

Proceedings Volume 4875, Second International Conference on Image and Graphics; (2002) https://doi.org/10.1117/12.477114
Event: Second International Conference on Image and Graphics, 2002, Hefei, China

Abstract

Based on the study of two kinds of fractal dimension, Differential Box-Counting(DBC) and Multi-Fractal Dimension(MFD), we present a new kind of 2-D histogram of fractal dimensions for images firstly. Then a novel image retrieval algorithm based on texture information, Image Retrieval algorithm using Fractal Dimensions(IRFD), is proposed. Experiments are carried out on an image database with 400 color images. The results show that our algorithm obtains a good performance.

Citation Download Citation

Jing Liu, Weicai Zhong, Fang Liu, and Licheng Jiao "Image retrieval algorithm using fractal dimensions", Proc. SPIE 4875, Second International Conference on Image and Graphics, (31 July 2002); https://doi.org/10.1117/12.477114

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