Study on the Impact of Neural Network Architecture and Region of Interest Selection on the Result of Skin Layer Segmentation in High-Frequency Ultrasound Images.
Dzesika SzymanskaJoanna CzajkowskaSzymon KorzekwaAnna Platkowska-SzczerekPublished in: ITIB (2022)
Keyphrases
- high frequency
- ultrasound images
- region of interest
- medical images
- speckle noise
- echocardiographic images
- low frequency
- carotid artery
- medical ultrasound
- ultrasound imaging
- active contour segmentation
- segmentation method
- visual quality
- wavelet coefficients
- subband
- discrete wavelet transform
- noise reduction
- speckle reduction
- wavelet transform
- region growing
- volume data
- ct scans
- computer vision
- frequency domain
- denoising
- multiscale