Comparative study of different spatial/spatial-frequency methods (Gabor filters, wavelets, wavelets packets) for texture segmentation/classification.
Philippe VautrotNoël BonnetMichel HerbinPublished in: ICIP (3) (1996)
Keyphrases
- texture segmentation
- spatial frequency
- gabor filters
- multiresolution
- fractal dimensions
- comparative study
- log gabor
- texture analysis
- feature extraction
- texture feature extraction
- gabor features
- feature vectors
- textured images
- gabor filtering
- texture features
- wavelet transform
- rotation invariant
- image segmentation
- machine learning
- pattern recognition
- texture images
- active contour model
- feature selection
- image compression
- markov random field
- low frequency
- classification accuracy
- high resolution
- training set
- object recognition
- image processing