2 papers
cs.CV2025
Efficient Bayer-Domain Video Computer Vision with Fast Motion Estimation and Learned Perception Residual
Haichao Wang, Jiangtao Wen, Yuxing Han
Video computer vision systems face substantial computational burdens arising from two fundamental challenges: eliminating unnecessary processing and reducing temporal redundancy in…
cs.CV2025
Leveraging Motion Estimation for Efficient Bayer-Domain Video Convolutional Networks
Haichao Wang, Xinyue Xi, Jiangtao Wen +1
Existing computer vision pipelines suffer from two efficiency bottlenecks: image signal processors (ISPs) first convert Bayer pixel data to RGB pixel by pixel, and video models rep…