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» On the Dimensionality of Face Space
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PAMI
2007
125views more  PAMI 2007»
13 years 4 months ago
On the Dimensionality of Face Space
The dimensionality of face space is measured objectively in a psychophysical study. Within this framework we obtain a measurement of the dimension for the human visual system. Usi...
Marsha Meytlis, Lawrence Sirovich
PAKDD
2005
ACM
133views Data Mining» more  PAKDD 2005»
13 years 10 months ago
Feature Selection for High Dimensional Face Image Using Self-organizing Maps
: While feature selection is very difficult for high dimensional, unstructured data such as face image, it may be much easier to do if the data can be faithfully transformed into l...
Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zh...
FGR
2000
IEEE
200views Biometrics» more  FGR 2000»
13 years 9 months ago
The Global Dimensionality of Face Space
Low-dimensional representations of sensory signals are key to solving many of the computational problems encountered in high-level vision. Principal Component Analysis (PCA) has b...
Penio S. Penev, Lawrence Sirovich
PAMI
2006
132views more  PAMI 2006»
13 years 4 months ago
Capitalize on Dimensionality Increasing Techniques for Improving Face Recognition Grand Challenge Performance
This paper presents a novel pattern recognition framework by capitalizing on dimensionality increasing techniques. In particular, the framework integrates Gabor image representatio...
Chengjun Liu
ICMCS
2006
IEEE
188views Multimedia» more  ICMCS 2006»
13 years 10 months ago
3D Face Identification Based on Arrangement of Salient Wrinkles
In this paper, we propose an original framework for three dimensional face representation and matching for identification purposes. Basic traits of a face are encoded by extracti...
Gianni Antini, Stefano Berretti, Alberto Del Bimbo...