@ARTICLE{11435629,
  author={Liang, Dong and Liu, Yifan and Gao, Yuanhang and Huang, Sheng-Jun and Chen, Songcan},
  journal={IEEE Transactions on Visualization and Computer Graphics}, 
  title={Dual-Branch Aesthetic Image Retouching Via Active Reinforcement Learning for Color Enhancement and Composition Optimization}, 
  year={2026},
  volume={},
  number={},
  pages={1-18},
  keywords={Image color analysis;Visualization;Optimization;Image enhancement;Brightness;Reinforcement learning;Visual perception;Iterative methods;Mathematical models;Image quality;Active reinforcement learning;automatic aesthetic image retouching;visual experience},
  doi={10.1109/TVCG.2026.3674534}}