Eigenpaxels and a neural-network approach to image classification

IEEE Transactions on Neural Networks

Volumn 12, Issue 3, 2001, Pages 625-635

  McGuire, Peter ^a   D'Eleuterio, G M T ^b  

^a C CORE   (Canada)

^b UNIVERSITY OF TORONTO   (Canada)

Author keywords

Face recognition; Hybrid system; Image classification; Principal components

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; EIGENVALUES AND EIGENFUNCTIONS; ERROR CORRECTION; FACE RECOGNITION; IMAGE ANALYSIS; IMAGE CODING; MATRIX ALGEBRA; PRINCIPAL COMPONENT ANALYSIS; RADIAL BASIS FUNCTION NETWORKS; SAMPLING;

EIGENPAXELS; EXPANSION ENCODING; IMAGE CLASSIFICATION; SUBSAMPLING TECHNIQUE;

NEURAL NETWORKS;

EID: 0035330042     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.925566     Document Type: Article

References (23)

1. Three dimensional representations for computer graphics and computer vision
2. Description and recognition of curved objects
3. Representation and recognition of the spatial organization of three dimensional shapes
4. Generating semantic descriptions from drawings of scenes with shadows
5. Recognition by components: A theory of human image understanding
6. Dynamic binding in a neural network for shape recognition
7. Perceptual organization and the representation of natural form
8. Computing exact aspect graphs of curved objects: Algebraic surfaces
9. Recognition by linear combination of models
10. Eigenfaces for recognition
11. Face recognition: A convolutional neural-network approach
12. Neocognitron, a self-organizing neural-network model for a mechanism of pattern recognition unaffected by shifts in position
13. Parameterization of a stochastic model for human face identification
14. Emergence of simple-cell receptive field properties by learning a sparse code for natural images
15. The principal components of natural images
16. Relations between the statistics of natural images and the response properties of cortical cells
17. Fast learning in networks of locally-tuned processing units
18. MOVE-a neural-net-work paradigm for robotic control
19. Theory of communication
20. Beyond eigenfaces: Probabilistic matching for face recognition
21. Multivariable functional interpolation and adaptive networks