Texture classification using ART-based neural networks and fractals

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 3374, Issue , 1998, Pages 212-222

  Charalampidis, Dimitrios ^a   Kasparis, Takis ^a   Georgiopoulos, Michael ^a  

^a UNIVERSITY OF CENTRAL FLORIDA   (United States)

Author keywords

Classification; Fractal dimension; Fuzzy ART Map; Nearest neighbor; Texture

Indexed keywords

BACKPROPAGATION; FRACTALS; NEURAL NETWORKS; TEXTURES;

TEXTURE CLASSIFICATION;

COMPUTER VISION;

EID: 0032325879     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.327099     Document Type: Conference Paper

References (7)

1. Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps
2. The variation method: A technique to estimate the fractal dimension of surfaces
3. Unsupervised texture segmentation using Gabor filters
4. Optimal Gabor filters for texture segmentation
5. Unsupervised texture segmentation of images using tuned matched Gabor filters
6. Texture segmentation using fractal dimension
7. Texture description based on fractal and energy features