Parallel k-Means Image Segmentation Using Sort, Scan and Connected Components on a GPU.
Michael BackerJan TünnermannBärbel MertschingPublished in: Facing the Multicore-Challenge (2012)
Keyphrases
- connected components
- image segmentation
- connected component labeling
- k means
- watershed transformation
- binary images
- component labeling
- level set
- parallel implementation
- parallel computation
- parallel programming
- spectral clustering
- parallel computing
- parallel processing
- raster scan
- graphics processing units
- clustering algorithm
- markov random field
- multiscale
- parallel algorithm
- active contours
- fuzzy c means
- computer vision
- connected component analysis
- gray scale
- gray level
- grey levels
- image analysis
- graph mining
- shape prior
- mathematical morphology
- boundary detection
- clustering method
- region merging
- graph cuts
- segmentation method