Modified watershed technique and post-processing for segmentation of skin lesions in dermoscopy images.
Hanzheng WangRandy H. MossXiaohe ChenR. Joe StanleyWilliam V. StoeckerM. Emre CelebiJoseph M. MaltersJames M. GrichnikAshfaq A. MarghoobHarold S. RabinovitzScott W. MenziesThomas M. SzalapskiPublished in: Comput. Medical Imaging Graph. (2011)
Keyphrases
- post processing
- dermoscopy images
- skin lesion
- pigmented skin lesions
- malignant melanoma
- automated detection
- preprocessing
- test set
- skin cancer
- computer aided diagnosis
- computer aided
- automated analysis
- early diagnosis
- multiscale
- early detection
- segmentation algorithm
- image segmentation
- diagnostic systems
- segmentation method
- digital image processing
- region growing
- low contrast
- data mining
- early stage
- extracted features
- background subtraction
- image analysis
- region merging
- edge detection
- digital images
- computer vision
- machine learning