Face related features in consumer electronic (CE) device environments

The smart usage of the scattered processing power of consumer-electronics-device networks permits analytical systems to be realized capable of generating semantically meaningful meta information. A combination of 'service units' such as face detection, face tracking, face recognition and face online learning provides the basic visual descriptors for advanced facial- and human-related feature analysis. Reuse of the available computational resources of individual Philips-Nexperia-chipset-based consumer electronics devices - sufficient to enable individual service units to perform - in combination with descriptor databases facilitate the establishment of a powerful analytical system built on consumer electronics device networks.

[1]  D. F. Specht,et al.  Probabilistic neural networks for classification, mapping, or associative memory , 1988, IEEE 1988 International Conference on Neural Networks.

[2]  D. F. Specht,et al.  Identification of unknown categories with probabilistic neural networks , 1993, IEEE International Conference on Neural Networks.

[3]  Hans P. Moravec When will computer hardware match the human brain , 1998 .

[4]  Ioannis Pitas,et al.  A novel method for automatic face segmentation, facial feature extraction and tracking , 1998, Signal Process. Image Commun..

[5]  Ioannis Pitas,et al.  Facial Feature Extraction and Determination of Pose , 1998, NMBIA.

[6]  Yi Zhang,et al.  Detection of text captions in compressed domain video , 2000, MULTIMEDIA '00.

[7]  Karim Faez,et al.  Hu-man face recognition with moment invariants based on shape information , 2001 .

[8]  Paul A. Viola,et al.  Rapid object detection using a boosted cascade of simple features , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[9]  Rainer Lienhart,et al.  An extended set of Haar-like features for rapid object detection , 2002, Proceedings. International Conference on Image Processing.

[10]  Anil K. Jain,et al.  Face Detection in Color Images , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[11]  Vladimir Vezhnevets,et al.  A Survey on Pixel-Based Skin Color Detection Techniques , 2003 .

[12]  Fei Zuo,et al.  Fast human face detection using successive face detectors with incremental detection capability , 2003, IS&T/SPIE Electronic Imaging.

[13]  Harry Wechsler,et al.  Face Recognition Using Asymmetric Faces , 2004, ICBA.