Combined RGB colour and local binary pattern statistics features-based classification and identification of vegetable images.
Manohar MadgiAjit DantiBasavaraj AnamiPublished in: Int. J. Appl. Pattern Recognit. (2015)
Keyphrases
- gray level co occurrence matrix
- local binary pattern
- textural features
- image features
- texture features
- feature extraction
- spatial information
- image descriptors
- image classification
- feature descriptors
- feature vectors
- texture information
- binary patterns
- classification accuracy
- colour space
- feature set
- texture classification
- texture analysis
- image database
- gabor filters
- feature space
- multiscale
- illumination invariant
- texture images
- colour images
- texture descriptors
- image analysis
- filtered images
- pattern recognition
- face recognition
- pattern spectrum
- object recognition
- input image
- pixel values
- rotation invariant
- invariant features
- matching algorithm
- co occurrence
- similarity measure
- three dimensional
- multiresolution
- support vector machine
- principle component analysis
- gray level
- feature selection
- cbir systems
- color histogram