Speckle Noise Removal in Ultrasound Images Using a Deep Convolutional Neural Network and a Specially Designed Loss Function.
Danlei FengWeichen WuHongfeng LiQuanzheng LiPublished in: MMMI@MICCAI (2019)
Keyphrases
- specially designed
- loss function
- ultrasound images
- speckle noise
- speckle reduction
- pairwise
- support vector
- ultrasound imaging
- multiplicative noise
- medical ultrasound
- edge detection
- prostate segmentation
- noise reduction
- low contrast
- carotid artery
- natural images
- distance measure
- graphical models
- denoising
- multi class
- image processing