Multi-Modal Dialog Scene Detection Using Hidden Markov Models for Content-Based Multimedia Indexing
Multimedia Tools and Applications
Face Recognition Using Component-Based SVM Classification and Morphable Models
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Use of depth and colour eigenfaces for face recognition
Pattern Recognition Letters
Face recognition: component-based versus global approaches
Computer Vision and Image Understanding - Special issue on Face recognition
Layered representations for learning and inferring office activity from multiple sensory channels
Computer Vision and Image Understanding - Special issue on event detection in video
Recent advances in visual and infrared face recognition: a review
Computer Vision and Image Understanding
Marve: a prototype virtual human interface framework for studying human-virtual human interaction
Lecture Notes in Computer Science
Multiple sensor integration for indoor surveillance
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
Gabor wavelets and General Discriminant Analysis for face identification and verification
Image and Vision Computing
Gabor wavelets and General Discriminant Analysis for face identification and verification
Image and Vision Computing
A Component-based Framework for Face Detection and Identification
International Journal of Computer Vision
RoleNet: treat a movie as a small society
Proceedings of the international workshop on Workshop on multimedia information retrieval
RoleNet: movie analysis from the perspective of social networks
IEEE Transactions on Multimedia - Special issue on integration of context and content
Component-based face recognition with 3D morphable models
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
TDARS, a fusion based AR system for machine readable travel documents
Proceedings of the 2007 conference on Human interface: Part II
Teeth recognition based on multiple attempts in mobile device
Journal of Network and Computer Applications
Building virtual worlds by 3d object mapping
Proceedings of the 2010 ACM workshop on Surreal media and virtual cloning
Gabor feature based face recognition using kernel methods
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Integration of 2D and 3D images for enhanced face authentication
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Independent component analysis in a facial local residue space
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Wearable multimodal interface for helping visually handicapped persons
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
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We describe an embedded hidden Markov model (HMM)-based approach for face detection and recognition that uses an efficient set of observation vectors obtained from the 2D-DCT coefficients. The embedded HMM can model the two dimensional data better than the one-dimensional HMM and is computationally less complex than the two-dimensional HMM. This model is appropriate for face images since it exploits an important facial characteristic: frontal faces preserve the same structure of "super states" from top to bottom, and also the same left-to-right structure of "states" inside each of these "super states".