4 citations · 5 across the 3 of their papers we have counts for
3 papers
eess.IV2022
Image Denoising with Control over Deep Network Hallucination
Qiyuan Liang, Florian Cassayre, Haley Owsianko +2
Deep image denoisers achieve state-of-the-art results but with a hidden cost. As witnessed in recent literature, these deep networks are capable of overfitting their training distr…
eess.IV2021★ 1 cited
Controllable Confidence-Based Image Denoising
Haley Owsianko, Florian Cassayre, Qiyuan Liang
Image denoising is a classic restoration problem. Yet, current deep learning methods are subject to the problems of generalization and interpretability. To mitigate these problems,…
cs.CV2021★ 4 cited
Pyramid Fusion Dark Channel Prior for Single Image Dehazing
Qiyuan Liang, Bin Zhu, Chong-Wah Ngo
In this paper, we propose the pyramid fusion dark channel prior (PF-DCP) for single image dehazing. Based on the well-known Dark Channel Prior (DCP), we introduce an easy yet effec…