ISP Parameter Optimization and FPGA Implementation for Object Detection in Low-Light Conditions.
Kento MishimaNaoya NiwaKazutoshi WakabayashiHiroe IwasakiPublished in: COOL CHIPS (2024)
Keyphrases
- parameter optimization
- fpga implementation
- low light conditions
- object detection
- noise level
- hardware implementation
- low light
- genetic algorithm ga
- hyperparameters
- differential evolution
- genetic algorithm
- parameter settings
- computer vision
- parameter estimation
- field programmable gate array
- motion blur
- support vector machine
- image processing algorithms
- pid controller
- markov random field
- noise reduction
- neural network
- transfer function
- multiscale
- pattern recognition
- artificial neural networks
- efficient implementation
- image processing
- feature selection
- noisy images
- signal processing