Algorithm-hardware Co-design for Deformable Convolution.
Qijing HuangDequan WangYizhao GaoYaohui CaiZhen DongBichen WuKurt KeutzerJohn WawrzynekPublished in: EMC2@NeurIPS (2019)
Keyphrases
- times faster
- cost function
- experimental evaluation
- learning algorithm
- improved algorithm
- computational complexity
- computational cost
- k means
- dynamic programming
- np hard
- real time
- segmentation algorithm
- computationally efficient
- high accuracy
- multi objective
- convergence rate
- preprocessing
- optimal solution
- particle swarm optimization
- image processing
- classification algorithm
- hardware implementation
- matching algorithm
- hardware architecture
- optimization algorithm
- medical images
- denoising
- significant improvement
- objective function
- similarity measure
- genetic algorithm