Location-aware single image reflection removal

Z Dong, K Xu, Y Yang, H Bao, W Xu… - Proceedings of the …, 2021 - openaccess.thecvf.com
This paper proposes a novel location-aware deep-learning-based single image reflection
removal method. Our network has a reflection detection module to regress a probabilistic …

Polarized reflection removal with perfect alignment in the wild

C Lei, X Huang, M Zhang, Q Yan… - Proceedings of the …, 2020 - openaccess.thecvf.com
We present a novel formulation to removing reflection from polarized images in the wild. We
first identify the misalignment issues of existing reflection removal datasets where the …

Robust reflection removal with reflection-free flash-only cues

C Lei, Q Chen - Proceedings of the IEEE/CVF Conference …, 2021 - openaccess.thecvf.com
We propose a simple yet effective reflection-free cue for robust reflection removal from a pair
of flash and ambient (no-flash) images. The reflection-free cue exploits a flash-only image …

Single image reflection removal with absorption effect

Q Zheng, B Shi, J Chen, X Jiang… - Proceedings of the …, 2021 - openaccess.thecvf.com
In this paper, we consider the absorption effect for the problem of single image reflection
removal. We show that the absorption effect can be numerically approximated by the …

U²-Former: Nested U-Shaped Transformer for Image Restoration via Multi-View Contrastive Learning

X Feng, H Ji, W Pei, J Li, G Lu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
While Transformer has achieved remarkable performance in various high-level vision tasks,
it is still challenging to exploit the full potential of Transformer in image restoration. The crux …

U2-former: A nested u-shaped transformer for image restoration

H Ji, X Feng, W Pei, J Li, G Lu - arxiv preprint arxiv:2112.02279, 2021 - arxiv.org
While Transformer has achieved remarkable performance in various high-level vision tasks,
it is still challenging to exploit the full potential of Transformer in image restoration. The crux …

Language-guided image reflection separation

H Zhong, Y Hong, S Weng… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper studies the problem of language-guided reflection separation which aims at
addressing the ill-posed reflection separation problem by introducing language descriptions …

Deep-masking generative network: A unified framework for background restoration from superimposed images

X Feng, W Pei, Z Jia, F Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Restoring the clean background from the superimposed images containing a noisy layer is
the common crux of a classical category of tasks on image restoration such as image …

Flash-splat: 3d reflection removal with flash cues and gaussian splats

M **e, H Cai, S Shah, Y Xu, BY Feng, JB Huang… - … on Computer Vision, 2024 - Springer
We introduce a simple yet effective approach for separating transmitted and reflected light.
Our key insight is that the powerful novel view synthesis capabilities provided by modern …

A method for extracting corneal reflection images from multiple eye images

M Du, J Zhang, Y Zhi, J Zhang, R Liu, G Zhang… - Computers in Biology …, 2024 - Elsevier
The incident light reflected from the cornea is rich in information about the human
surroundings, and these reflected rays are imaged by the camera, which can be used for …