Panoptic Region Slicing Segmentation and Optimized Alexnet-Based CNN for Early Melanoma Diagnosis.
V. N. GaneshLaxmi GulappagolM. K. PushparaniK. GaneshPublished in: SN Comput. Sci. (2024)
Keyphrases
- gastric cancer
- early detection
- skin cancer
- optimal segmentation
- pigmented skin lesions
- skin lesion
- segmented images
- segmentation algorithm
- early diagnosis
- image regions
- image segmentation
- multiscale
- grey level
- level set
- region matching
- homogeneous regions
- dermoscopy images
- boundary information
- segmentation method
- foreground and background
- level set framework
- segmentation result
- segmented regions
- image analysis
- medical images
- segmentation scheme
- region segmentation
- region growing
- region of interest
- intensity distribution
- watershed transformation
- malignant melanoma
- color images
- object segmentation
- region boundaries
- color image segmentation
- segmentation accuracy
- shape prior
- object regions
- convolutional neural network
- model based diagnosis