Human face detection in video using-edge projections


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

Conference on Visual Information Processing XV, Florida, Amerika Birleşik Devletleri, 18 - 19 Nisan 2006, cilt.6246 identifier identifier

  • Cilt numarası: 6246
  • Doi Numarası: 10.1117/12.666704
  • Basıldığı Şehir: Florida
  • Basıldığı Ülke: Amerika Birleşik Devletleri

Özet

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.