A breast detecting algorithm for adult image recognition

Xiaoyin Wang*, Changzhen Hu, Shuping Yao

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

Information spreading on the Internet is increasing explosively. Juveniles should be protected from the harmful information. Adult image recognition is one of the important works. In order to avoid the low recognizing accuracy of present algorithms, an adult image recognizing algorithm taking model's breast as recognizing object is proposed and discussed in this paper. The algorithm uses fuzzy cluster method to segment candidate region according to common colors of breast feature. After getting the preliminary candidate region, the algorithm applies "what" and "where" way for information processing of visual system to compose integrated breast feature vector. The algorithm uses Forward Propagation neural network to judge whether the candidate region is a breast feature or not. Then the result of image recognition is gotten through the existence of breast. Experiments show that the developed recognizing algorithm can accurately confirm whether there are breast parts in images or not. Therefore, it can be applied in practical adult image recognizing system effectively.

Original languageEnglish
Title of host publication2009 International Conference on Information Management, Innovation Management and Industrial Engineering, ICIII 2009
Pages341-344
Number of pages4
DOIs
Publication statusPublished - 2009
Event2009 International Conference on Information Management, Innovation Management and Industrial Engineering, ICIII 2009 - Xi'an, China
Duration: 26 Dec 200927 Dec 2009

Publication series

Name2009 International Conference on Information Management, Innovation Management and Industrial Engineering, ICIII 2009
Volume4

Conference

Conference2009 International Conference on Information Management, Innovation Management and Industrial Engineering, ICIII 2009
Country/TerritoryChina
CityXi'an
Period26/12/0927/12/09

Keywords

  • Adult image recognition
  • Breast feature
  • Image processing
  • Information management

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