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Author:

Li, Xiao-Hua (Li, Xiao-Hua.) | Shen, Lan-Sun (Shen, Lan-Sun.)

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EI Scopus PKU CSCD

Abstract:

In this paper, a fast face detection algorithm for JPEG2000 color images is presented, which combines both color and texture information in order to find a good balance between speed and detection reliability. The algorithm is designed to work directly on the wavelet compressed domain which possesses the following characters: First of all, the multi-level gradient energy presentation of face pattern is proposed, which not only can highlight the facial parts in possible face patterns, but also can address effectively the problem of unknown size in face detection in compressed domain and therefore avoid the complex resolution transform in arbitrary ratios ; secondly, the skin-color model in YCbCr space is ameliorated to improve the reliability of skin segmentation; finally, a hierarchical detector which integrates the simply rule-based classifiers and complex neural network based classifier is designed to further improve the processing speed. Experimental results show that the proposed scheme is efficient and effective.

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Source :

Journal of Electronics and Information Technology

ISSN: 1009-5896

Year: 2005

Issue: 12

Volume: 27

Page: 1909-1915

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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