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: CoRR (2018)
Keyphrases
- wavelet decomposition
- multiscale
- local binary pattern
- multiresolution
- wavelet transform
- lesion segmentation
- subband
- wavelet domain
- texture classification
- high frequency
- spatial information
- input image
- pre and post processing
- image features
- feature vectors
- image data
- wavelet coefficients
- edge detection
- image analysis
- texture features
- sar images
- rotation invariant
- background subtraction
- texture analysis
- feature extraction
- face recognition
- texture descriptors
- skin lesion
- image processing
- high resolution
- scale space
- image compression
- image retrieval
- magnetic resonance images
- image segmentation