Graph Sampling with Fast Random Walker on HBM-enabled FPGA Accelerators.
Chunyou SuHao LiangWei ZhangKun ZhaoBaole AiWenting ShenZeke WangPublished in: FPL (2021)
Keyphrases
- medical images
- random walker
- graph cuts
- random walk
- field programmable gate array
- single chip
- multi label
- hardware implementation
- directed graph
- markov random field
- skull stripping
- low cost
- weighted graph
- data mining
- real time
- high speed
- computing systems
- information retrieval
- markov chain
- information extraction
- training set
- data analysis
- embedded systems
- low power
- graph structure
- decision trees
- image processing