Crowd density classification method based on pixels and texture features.
Dongyao JiaChuanwang ZhangBing ZhangPublished in: Mach. Vis. Appl. (2021)
Keyphrases
- classification method
- texture features
- color features
- texture information
- texture classification
- texture analysis
- feature vectors
- texture images
- image features
- support vector machine svm
- k nearest neighbor
- gray level
- support vector machine
- gabor filters
- knn
- gabor wavelets
- local binary pattern
- shape features
- feature extraction
- text classification
- texture feature extraction
- pixel classification
- distance measure
- gabor filtering
- input image
- rotation invariant
- feature set
- classification algorithm
- texture descriptors
- image pixels
- selected features
- textured images
- clustering algorithm
- bank of gabor filters
- pattern recognition
- training set
- natural language processing