Automatic skin cancer detection in dermoscopy images by combining convolutional neural networks and texture features.
Seyed Mohammad AlizadehAli MahloojifarPublished in: Int. J. Imaging Syst. Technol. (2021)
Keyphrases
- dermoscopy images
- malignant melanoma
- texture features
- skin cancer
- pigmented skin lesions
- convolutional neural networks
- early detection
- texture classification
- skin lesion
- automated detection
- texture analysis
- gabor filters
- texture images
- color features
- rotation invariant
- local binary pattern
- image features
- distance measure
- automated segmentation
- gray level
- feature vectors
- feature set
- early diagnosis
- feature extraction
- automated analysis
- breast cancer
- object detection
- computer aided diagnosis
- fully automatic
- textural features
- test set
- textured images
- image reconstruction