An advanced method for human body detection

Feng Xia Li, San Yuan Zhao, Zhong Jun Li, Wang Cheng Zhang

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

1 Citation (Scopus)

Abstract

An advanced method is proposed that combines the advantage of Hough transform and exemplar method for human detection. This method firstly uses a universal codebook for all the patches in an image which reduces the total codebook size and the dimensionality of similarity features. Another contribution is in classifying and detection, in which section we use the sprite of Hough transform, but we train the model in a boost way. Finally the experiment results are given.

Original languageEnglish
Title of host publicationVehicle, Mechatronics and Information Technologies
Pages3886-3889
Number of pages4
DOIs
Publication statusPublished - 2013
Event2013 International Conference on Vehicle and Mechanical Engineering and Information Technology, VMEIT 2013 - Zhengzhou, Henan, China
Duration: 17 Aug 201318 Aug 2013

Publication series

NameApplied Mechanics and Materials
Volume380-384
ISSN (Print)1660-9336
ISSN (Electronic)1662-7482

Conference

Conference2013 International Conference on Vehicle and Mechanical Engineering and Information Technology, VMEIT 2013
Country/TerritoryChina
CityZhengzhou, Henan
Period17/08/1318/08/13

Keywords

  • Dimensionality reduction
  • Exemplar method

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