A Pixel-Parallel Virtual-Image Architecture for High Performance and Power Efficient Graph Cuts Inference.
Tianqi GaoRob A. RutenbarPublished in: FPGA (2019)
Keyphrases
- graph cuts
- energy function
- spatial coherence
- image segmentation
- labeling problems
- segmentation algorithm
- input image
- markov random field
- image pixels
- graph cut segmentation
- energy minimization framework
- pixel values
- image features
- belief propagation
- random fields
- energy minimization
- loopy belief propagation
- mean shift
- pixel level
- shape prior
- segmentation method
- image classification
- single image
- segmentation result
- mrf optimization
- bayesian networks
- object segmentation
- energy functional
- pixel wise
- gray value
- image matching
- max flow
- edge detection
- spatial smoothness
- feature points
- level set
- high resolution
- pairwise
- graph cut optimization