Early detection of melanoma images using gray level co-occurrence matrix features and machine learning techniques for effective clinical diagnosis.
B. ThiyaneswaranK. AngurajS. KumarganeshK. ThangarajPublished in: Int. J. Imaging Syst. Technol. (2021)
Keyphrases
- early detection
- gray level co occurrence matrix
- skin lesion
- pigmented skin lesions
- image features
- skin cancer
- texture features
- clinical diagnosis
- malignant melanoma
- texture images
- breast cancer
- image classification
- input image
- ground truth
- feature vectors
- image data
- feature extraction
- dermoscopy images
- extracted features
- texture descriptors
- object recognition
- machine learning
- local binary pattern
- image analysis
- image retrieval
- feature set
- similarity measure
- gabor filters
- texture analysis
- computer aided
- automated segmentation
- multiscale
- image processing