Segmentation with Speckle Reduction and Superresolution by Deep Leaning for Human Ultrasonic Echo Image.
Shuo LiMengfei ZhangYiran LiChikayoshi SumiPublished in: EMBC (2021)
Keyphrases
- high resolution
- medical ultrasound
- super resolution
- low resolution images
- speckle reduction
- high resolution images
- image segmentation
- low resolution
- multiscale
- image analysis
- speckle noise
- ultrasound images
- test images
- edge detection
- image data
- energy function
- image features
- input image
- image reconstruction
- synthetic aperture
- multi frame
- high frequency
- low contrast
- image restoration
- median filter
- additive noise
- contrast enhancement
- sar images
- denoising
- noise reduction
- level set