Automated segmentation of epidermis in high-frequency ultrasound of pathological skin using a cascade of DeepLab v3+ networks and fuzzy connectedness.
Joanna CzajkowskaPawel BaduraSzymon KorzekwaAnna Platkowska-SzczerekPublished in: Comput. Medical Imaging Graph. (2022)
Keyphrases
- high frequency
- automated segmentation
- fuzzy connectedness
- segmentation method
- low frequency
- image segmentation
- ct scans
- manual segmentation
- wavelet transform
- seed points
- high resolution
- region growing
- active contours
- automatic segmentation
- wavelet coefficients
- fully automated
- segmentation algorithm
- x ray
- energy function
- subband
- superpixels
- super resolution
- markov random field
- clinical applications
- higher order
- image analysis
- feature extraction