Pulmonary lesion classification from endobronchial ultrasonography images using adaptive weighted-sum of the upper and lower triangular gray-level co-occurrence matrix.
Banphatree KhomkhamRajalida LipikornPublished in: Int. J. Imaging Syst. Technol. (2021)
Keyphrases
- weighted sum
- gray level co occurrence matrix
- image classification
- pigmented skin lesions
- texture features
- skin lesion
- image database
- input image
- image analysis
- region of interest
- image features
- texture information
- local binary pattern
- image collections
- textural features
- texture descriptors
- machine learning
- classification accuracy
- gabor filters
- pixel values
- linear combination
- objective function
- texture analysis
- feature space
- edge detection
- texture classification
- feature extraction
- image retrieval
- image regions
- image matching
- image quality
- object detection
- feature selection