Iberian Conference on Pattern Recognition and Image Analysis

IbPRIA 2005: Pattern Recognition and Image Analysis pp 445-452

Multiple Face Detection at Different Resolutions for Perceptual User Interfaces

  • Modesto Castrillón-Santana
  • Javier Lorenzo-Navarro
  • Oscar Déniz-Suárez
  • José Isern-González
  • Antonio Falcón-Martel
Conference paper

DOI: 10.1007/11492429_54

Volume 3522 of the book series Lecture Notes in Computer Science (LNCS)
Cite this paper as:
Castrillón-Santana M., Lorenzo-Navarro J., Déniz-Suárez O., Isern-González J., Falcón-Martel A. (2005) Multiple Face Detection at Different Resolutions for Perceptual User Interfaces. In: Marques J.S., Pérez de la Blanca N., Pina P. (eds) Pattern Recognition and Image Analysis. IbPRIA 2005. Lecture Notes in Computer Science, vol 3522. Springer, Berlin, Heidelberg

Abstract

This paper describes in detail a real-time multiple face detection system for video streams. The system adds to the good performance provided by a window shift approach, the combination of different cues available in video streams due to temporal coherence. The results achieved by this combined solution outperform the basic face detector obtaining a 98% success rate for around 27000 images, providing additionally eye detection and a relation between the successive detections in time by means of detection threads.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Modesto Castrillón-Santana
    • 1
  • Javier Lorenzo-Navarro
    • 1
  • Oscar Déniz-Suárez
    • 1
  • José Isern-González
    • 1
  • Antonio Falcón-Martel
    • 1
  1. 1.IUSIANI, Edif. Ctral. del Parque Científico TecnológicoUniversidad de Las Palmas de Gran CanariaSpain