Human face detection in video using-edge projections


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Turkan M., Dulek B., Onaran I., Cetin A. E.

Conference on Visual Information Processing XV, Florida, United States Of America, 18 - 19 April 2006, vol.6246 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Volume: 6246
  • Doi Number: 10.1117/12.666704
  • City: Florida
  • Country: United States Of America
  • Hacettepe University Affiliated: No

Abstract

In this paper, a human face detection method in images and video is presented. After determining possible face candidate regions using color information, each region is filtered by a high-pass filter of a wavelet transform. In this way, edges of the region are highlighted, and a caricature-like representation of candidate regions is obtained. Horizontal, vertical and filter-like projections of the region are used as feature signals in dynamic programming (DP) and support vector machine (SVM) based classifiers. It turns out that the support vector machine based classifier provides better detection rates compared to dynamic programming in our simulation studies.