DNN-based ISP Parameter Inference Algorithm for Automatic Image Quality Optimization.
Younghoon KimJungmin LeeSung-Su KimCheoljong YangTaeHyung KimJoonSeo YimPublished in: IQSP (2020)
Keyphrases
- image quality
- optimization algorithm
- cost function
- dynamic programming
- objective function
- inference mechanism
- computational complexity
- constrained optimization
- learning algorithm
- optimal solution
- simulated annealing
- optimization model
- quality assessment
- detection algorithm
- worst case
- np hard
- linear programming
- segmentation algorithm
- neural network
- optimization method
- probabilistic inference
- optimization process
- preprocessing
- similarity measure
- genetic algorithm