Algorithm-Hardware Co-Optimization for Cost-Efficient ML-based ISP Accelerator.
Dongyoung RimHyeokjun KwonYoungjoo LeePublished in: ISCAS (2022)
Keyphrases
- optimization algorithm
- objective function
- cost efficient
- learning algorithm
- experimental evaluation
- computational cost
- recognition algorithm
- detection algorithm
- evolution strategy
- similarity measure
- optimization process
- preprocessing
- cost function
- dynamic programming
- optimization method
- improved algorithm
- hardware and software
- times faster
- simulated annealing
- expectation maximization
- segmentation algorithm
- maximum likelihood
- real time
- matching algorithm
- low cost
- high accuracy
- combinatorial optimization
- probabilistic model
- k means
- evolutionary algorithm
- hardware implementation
- computational complexity
- optimization model
- image processing
- genetic algorithm