Algorithm-hardware Co-design for Deformable Convolution.
Qijing HuangDequan WangYizhao GaoYaohui CaiZhen DongBichen WuKurt KeutzerJohn WawrzynekPublished in: CoRR (2020)
Keyphrases
- detection algorithm
- dynamic programming
- optimization algorithm
- theoretical analysis
- experimental evaluation
- times faster
- k means
- real time
- objective function
- hardware implementation
- cost function
- np hard
- probabilistic model
- segmentation algorithm
- recognition algorithm
- linear programming
- learning algorithm
- image processing algorithms
- matching algorithm
- improved algorithm
- high accuracy
- preprocessing
- matrix multiplication
- random number generator
- classification algorithm
- input data
- signal processing
- simulated annealing
- edge detection
- significant improvement
- search space
- similarity measure
- image processing