186 search results - page 8 / 38 » Separable PCA for image classification |
102
click to vote
ICIP
2009
IEEE
16 years 22 days ago
2009
IEEE
We explore sparse regression for effective feature selection and classification in face identity and expression recognition. We argue that sparse regression in pixel space is inap...
109
Voted
NN
2000
Springer
14 years 11 months ago
2000
Springer
ICA (independent component analysis) is a new, simple and powerful idea for analyzing multi-variant data. One of the successful applications is neurobiological data analysis such ...
ICIP
2010
IEEE
14 years 9 months ago
2010
IEEE
In order to extract geometrical features from a multispectral image and derive a classification, an approach based on the topographic map of the image is proposed. For each pixel,...
89
Voted
CVIU
2006
14 years 11 months ago
2006
This paper describes how a visual system can automatically define features of interest from the observation of a large enough number of natural images. The principle complements t...
111
Voted
ICIP
2001
IEEE
16 years 1 months ago
2001
IEEE
In this paper, we propose a new method for face detection from cluttered images. We use a polynomial neural network (PNN) for separation of face and non-face patterns while the co...