RL-SeqISP: Reinforcement Learning-Based Sequential Optimization for Image Signal Processing.
Xinyu SunZhikun ZhaoLili WeiCongyan LangMingxuan CaiLongfei HanJuan WangBing LiYuxuan GuoPublished in: AAAI (2024)
Keyphrases
- reinforcement learning
- signal processing
- input image
- multiscale
- image data
- function approximation
- image content
- optimal policy
- single image
- edge detection
- image classification
- image features
- image analysis
- image representation
- image processing
- test images
- reinforcement learning algorithms
- image retrieval
- image segmentation
- learning algorithm
- high resolution
- segmentation algorithm
- multi agent
- optimal control
- dynamic programming
- pattern recognition
- segmentation method
- filter bank
- pixel values
- learning classifier systems
- temporal difference
- machine learning