48 citations · 51 across the 4 of their papers we have counts for
4 papers
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…
StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement
Yuda Song, Hui Qian, Xin Du
Image enhancement is a subjective process whose targets vary with user preferences. In this paper, we propose a deep learning-based image enhancement method covering multiple tonal…