A Semi-Supervised Approach Combining Image and Frequency Enhancement for Echocardiography Segmentation.
Jiajun DingXiaoxiang HanPublished in: IEEE Access (2024)
Keyphrases
- segmentation method
- image segmentation
- semi supervised
- segmentation algorithm
- multiscale
- grey level
- image analysis
- image features
- image data
- test images
- echocardiographic images
- gray level images
- image pixels
- image classification
- input image
- segmented images
- pixel level
- image regions
- brain mr images
- low frequency
- energy function
- edge detection
- homogeneous regions
- image content
- image segmentation algorithm
- single image
- segmentation errors
- optimal segmentation
- adaptive thresholding
- berkeley segmentation dataset
- pixel wise
- semantic segmentation
- intensity distribution
- gray value
- segmentation accuracy
- level set
- contrast enhancement
- semi supervised learning
- image enhancement
- bounding box
- image retrieval
- multi view
- region growing
- image segmentation algorithms
- image processing
- pairwise
- labeled data
- image segments
- medical images
- motion analysis
- region segmentation
- object segmentation
- similarity measure