Hardware acceleration for object detection using YOLOv4 algorithm on Xilinx Zynq platform.
Praveenkumar BabuEswaran ParthasarathyPublished in: J. Real Time Image Process. (2022)
Keyphrases
- hardware implementation
- object detection
- experimental evaluation
- dynamic programming
- np hard
- hardware architecture
- expectation maximization
- cost function
- search space
- computational complexity
- real time
- parallel implementation
- recognition algorithm
- objective function
- times faster
- preprocessing
- detection algorithm
- significant improvement
- matching algorithm
- similarity measure
- linear programming
- optimization algorithm
- worst case
- learning algorithm
- face recognition
- simulated annealing
- probabilistic model
- computational cost
- optimal solution
- search algorithm
- k means
- evolutionary algorithm