1D and pseudo-2D hidden Markov models for image analysis : Implementation details

Marchand-Maillet, Stéphane
Research report RR-99-049B

This document constitute the second part of a three-fold report. It follows from [1] where theoretical details about 1D and Pseudo-2D HMM were presented. In this report, we give details about an example package we implemented in view of operating face localisation and detection in 2D images. Based on this application, this documents details main pitfalls generally encountered and proposes solutions to overcome them. Extending this study, part Three [2] illustrates the capabilities of HMM for performing person-based video segmentation.


Type:
Rapport
Date:
1999-03-04
Department:
Data Science
Eurecom Ref:
174
Copyright:
© EURECOM. Personal use of this material is permitted. The definitive version of this paper was published in Research report RR-99-049B and is available at :

PERMALINK : https://www.eurecom.fr/publication/174