English  |  正體中文  |  简体中文  |  Items with full text/Total items : 53694/88316 (61%)
Visitors : 10211640      Online Users : 140
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library & TKU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
  • Adv. Search
    HomeLoginUploadHelpAboutAdminister Goto mobile version
    Please use this identifier to cite or link to this item: http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/73120


    Title: Face Detection Based on Skin Color Segmentation and Neural Network
    Authors: Lin, Hwei-jen;Wang, Shu-yi;Yen, Shwu-huey;Kao, Yang-ta
    Contributors: 淡江大學資訊工程學系
    Date: 2005-10
    Issue Date: 2011-10-24 11:31:34 (UTC+8)
    Publisher: IEEE中國類神經網路協會
    Abstract: This paper proposes a human face detection system based on skin color segmentation and neural networks. The system consists of several stages. First, the system searches for the regions where faces might exist by using skin color information and forms a so-called skin map. After performing noise removal and some morphological operations on the skin map, it utilizes the aspect ratio of a face to find out possible face blocks, and then eye detection is carried out within each possible face block. If an eye pair is detected in a possible face block, a region is cropped according to the location of the two eyes, which is called a face candidate; otherwise it is regarded as a non-face block. Finally, each of the face candidates is verified by a 3-layer back-propagation neural network. Experimental results show that the proposed system results in better performance than the other methods, in terms of correct detection rate and capacity of coping with the problems of lighting, scaling, rotation, and multiple faces.
    Relation: Neural Networks and Brain, 2005. ICNN&B '05. International Conference on, pp.1144-1149
    DOI: 10.1109/ICNNB.2005.1614818
    Appears in Collections:[Graduate Institute & Department of Computer Science and Information Engineering] Proceeding

    Files in This Item:

    File Description SizeFormat
    Face Detection Based on Skin Color Segmentation.pdf3935KbAdobe PDF2107View/Open
    index.html0KbHTML202View/Open

    All items in 機構典藏 are protected by copyright, with all rights reserved.


    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library & TKU Library IR teams. Copyright ©   - Feedback