@inproceedings{8d7f6e6f470b45ad9c89577b5d8613a2,
title = "Omnidirectional tracking and recognition of persons in planar views",
abstract = "In this paper a view-independent head tracking system applying an Active Shape Model based particle filter is used to find precise image sections. DCTmod2 feature sequences are extracted from these sections and given as input to Cyclic Pseudo two-dimensional Hidden Markov Model based classifiers. These classifiers are trained to recognize the identity of the shown persons. The video material is recorded in an office environment with changing lighting conditions and thus results in a challenging task for both tracking and recognition. The overall performance of the system is evaluated depending on the various views of persons rotating on a swivel chair.",
keywords = "Face recognition, Hidden Markov Models, Monte Carlo methods, Surveillance",
author = "Sascha Schreiber and Andre St{\"o}rmer and Gerhard Rigoll",
year = "2008",
doi = "10.1109/ICIP.2008.4712045",
language = "English",
isbn = "1424417643",
series = "Proceedings - International Conference on Image Processing, ICIP",
pages = "1476--1479",
booktitle = "2008 IEEE International Conference on Image Processing, ICIP 2008 Proceedings",
note = "2008 IEEE International Conference on Image Processing, ICIP 2008 ; Conference date: 12-10-2008 Through 15-10-2008",
}