The Effects of Image Pre- and Post-Processing, Wavelet Decomposition, and Local Binary Patterns on U-Nets for Skin Lesion Segmentation.
Sara Ross-HoweHamid R. TizhooshPublished in: IJCNN (2018)
Keyphrases
- wavelet decomposition
- multiscale
- local binary pattern
- multiresolution
- wavelet transform
- lesion segmentation
- subband
- wavelet domain
- high frequency
- spatial information
- pre and post processing
- input image
- sar images
- image data
- edge detection
- texture analysis
- wavelet coefficients
- image analysis
- image processing
- natural images
- region of interest
- feature vectors
- texture descriptors
- texture classification
- segmentation method
- texture features
- image segmentation
- rotation invariant
- image features
- distance measure
- image quality
- spatial domain
- scale space
- detection method