Search Results for author: Jianhua Qin

Found 2 papers, 1 papers with code

Reinforcement learning-enhanced genetic algorithm for wind farm layout optimization

no code implementations24 Nov 2024 Guodan Dong, Jianhua Qin, Chutian Wu, Chang Xu, Xiaolei Yang

To illustrate the accuracy and efficiency of the proposed RLGA, we evaluate the WFLO problem for four layouts (aligned, staggered, sunflower, and unstructured) under unidirectional uniform wind, comparing the results with those from the GA. RLGA achieves similar results to GA for aligned and staggered layouts and outperforms GA for sunflower and unstructured layouts, demonstrating its efficiency.

reinforcement-learning Reinforcement Learning +1

Towards An End-to-End Framework for Flow-Guided Video Inpainting

2 code implementations CVPR 2022 Zhen Li, Cheng-Ze Lu, Jianhua Qin, Chun-Le Guo, Ming-Ming Cheng

Optical flow, which captures motion information across frames, is exploited in recent video inpainting methods through propagating pixels along its trajectories.

Hallucination Optical Flow Estimation +2

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