Optimization of ISP parameters for object detection algorithms.
Lucie YahiaouiCiarán HughesJonathan HorganBrian M. DeeganPatrick DennySenthil Kumar YogamaniPublished in: Autonomous Vehicles and Machines (2019)
Keyphrases
- object detection
- optimization problems
- discrete optimization
- combinatorial optimization
- learning algorithm
- parameter tuning
- orders of magnitude
- neural network
- maximum likelihood
- optimization criteria
- fine tuning
- times faster
- multi class
- significant improvement
- computational complexity
- benchmark datasets
- probabilistic model
- computational cost
- optimization methods
- optimization process
- data structure
- computer vision
- optimization approaches