Toward a pixel-parallel architecture for graph cuts inference on FPGA.
Tianqi GaoJungwook ChoiShang-nien TsaiRob A. RutenbarPublished in: FPL (2017)
Keyphrases
- parallel architecture
- graph cuts
- graph cut segmentation
- spatial coherence
- loopy belief propagation
- hardware implementation
- systolic array
- labeling problems
- belief propagation
- parallel processing
- energy minimization
- markov random field
- shared memory
- energy function
- image segmentation
- graph cut optimization
- object segmentation
- multi label
- distributed memory
- message passing
- parallel implementation
- shape prior
- probabilistic inference
- interactive segmentation
- segmentation algorithm
- random fields
- bayesian inference
- field programmable gate array
- approximate inference
- max flow
- max product
- image processing
- stereo matching
- signal processing
- input image
- pairwise
- generalized belief propagation