48 citations · 50 across the 5 of their papers we have counts for
5 papers
Fast Low-light Enhancement and Deblurring for 3D Dark Scenes
Feng Zhang, Jinglong Wang, Ze Li +4
Novel view synthesis from low-light, noisy, and motion-blurred imagery remains a valuable and challenging task. Current volumetric rendering methods struggle with compound degradat…
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning
Yang Zhou, Yuda Song, Hui Qian +1
Image restoration tasks have achieved tremendous performance improvements with the rapid advancement of deep neural networks. However, most prevalent deep learning models perform i…
Modular Degradation Simulation and Restoration for Under-Display Camera
Yang Zhou, Yuda Song, Xin Du
Under-display camera (UDC) provides an elegant solution for full-screen smartphones. However, UDC captured images suffer from severe degradation since sensors lie under the display…
Rethinking Performance Gains in Image Dehazing Networks
Yuda Song, Yang Zhou, Hui Qian +1
Image dehazing is an active topic in low-level vision, and many image dehazing networks have been proposed with the rapid development of deep learning. Although these networks' pip…
End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation
Xiaohong Liu, Lingshi Kong, Yang Zhou +2
Video super-resolution aims at generating a high-resolution video from its low-resolution counterpart. With the rapid rise of deep learning, many recently proposed video super-reso…