Recognition of human faces: from biological to artificial vision

Authors:
Massimo Tistarelli;Linda Brodo;Andrea Lagorio;Manuele Bicego
Affiliations:
DAP, University of Sassari, Alghero, SS, Italy;DSL, University of Sassari, Sassari, Italy;DEIR, University of Sassari, Sassari, Italy;DEIR, University of Sassari, Sassari, Italy
Venue:
BVAI'07 Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence
Year:
2007

Citing 31
Cited 0

Algorithms for clustering data

Algorithms for clustering data
`Smart Sensing' in machine vision

Machine Vision: Algorithms, Architectures, and Systems
Shape Description with a Space-Variant Sensor: Algorithms for Scan-Path, Fusion, and Convergence Over Multiple Scans

IEEE Transactions on Pattern Analysis and Machine Intelligence
EMPATH: face, emotion, and gender recognition using holons

NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Animate vision

Artificial Intelligence
Detecting salient blob-like image structures and their scales with a scale-space primal sketch: a method for focus-of-attention

International Journal of Computer Vision
Space-variant active vision: definition, overview and examples

Neural Networks - Special issue: automatic target recognition
Modeling visual attention via selective tuning

Artificial Intelligence - Special volume on computer vision
Face Recognition by Elastic Bunch Graph Matching

IEEE Transactions on Pattern Analysis and Machine Intelligence
The Hierarchical Hidden Markov Model: Analysis and Applications

Machine Learning
A Selective Attention-Based Method for Visual Pattern Recognition with Application to Handwritten Digit Recognition and Face Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition: From Theory to Applications

Face Recognition: From Theory to Applications
Learning a Sparse Representation for Object Detection

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Face Recognition from Long-Term Observations

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
A Hidden Markov Model-Based Approach to Sequential Data Clustering

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Face Recognition Using Temporal Image Sequence

FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
A bayesian approach to temporal data clustering using the hidden markov model methodology

A bayesian approach to temporal data clustering using the hidden markov model methodology
Using Hidden Markov Models and Wavelets for Face Recognition

ICIAP '03 Proceedings of the 12th International Conference on Image Analysis and Processing
Selection of Scale-Invariant Parts for Object Class Recognition

ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Epitomic analysis of appearance and shape

ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Probabilistic recognition of human faces from video

Computer Vision and Image Understanding - Special issue on Face recognition
First steps towards automatic recognition of spontaneous facial action units

Proceedings of the 2001 workshop on Perceptive user interfaces
Distinctive Image Features from Scale-Invariant Keypoints

International Journal of Computer Vision
Toward computers that recognize and respond to user emotion

IBM Systems Journal
Effective Representation Using ICA for Face Recognition Robust to Local Distortion and Partial Occlusion

IEEE Transactions on Pattern Analysis and Machine Intelligence
How do monkeys look at faces?

Journal of Cognitive Neuroscience
Video-based face recognition using probabilistic appearance manifolds

CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Video-based face recognition using adaptive hidden markov models

CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Person authentication from video of faces: a behavioral and physiological approach using pseudo hierarchical hidden markov models

ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Discriminative face recognition through gabor responses and sketch distortion

IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
On finding differences between faces

AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication

Quantified Score

Hi-index	0.00

Visualization

Abstract

Face recognition is among the most challenging techniques for personal identity verification. Even though it is so natural for humans, there are still many hidden mechanisms which are still to be discovered. According to the most recent neurophysiological studies, the use of dynamic information is extremely important for humans in visual perception of biological forms and motion. Moreover, motion processing is also involved in the selection of the most informative areas of the face and consequently directing the attention. This paper provides an overview and some new insights on the use of dynamic visual information for face recognition, both for exploiting the temporal information and to define the most relevant areas to be analyzed on the face. In this context, both physical and behavioral features emerge in the face representation.