Adaptive Nonlocal Random Walks for Image Superpixel Segmentation.
Hui WangJianbing ShenJunbo YinXingping DongHanqiu SunLing ShaoPublished in: IEEE Trans. Circuits Syst. Video Technol. (2020)
Keyphrases
- random walk
- image regions
- segmentation method
- image segmentation
- image segmentation algorithm
- input image
- multiscale
- grey level
- segmentation algorithm
- image classification
- edge detection
- segmented images
- test images
- image features
- semantic segmentation
- prior model
- energy functional
- variational framework
- superpixels
- directed graph
- energy function
- segmentation accuracy
- random walker
- fully automatic
- image restoration
- region growing
- image denoising
- foreground and background
- mean shift
- markov chain
- microscopy images
- similarity measure
- bounding box
- multiple objects
- object segmentation