Attention-guided hierarchical structure aggregation for image matting

Y Qiao, Y Liu, X Yang, D Zhou, M Xu… - Proceedings of the …, 2020 - openaccess.thecvf.com
Existing deep learning based matting algorithms primarily resort to high-level semantic
features to improve the overall structure of alpha mattes. However, we argue that advanced …

Deep image matting: A comprehensive survey

J Li, J Zhang, D Tao - arxiv preprint arxiv:2304.04672, 2023 - arxiv.org
Image matting refers to extracting precise alpha matte from natural images, and it plays a
critical role in various downstream applications, such as image editing. Despite being an ill …

Single image reflection separation via component synergy

Q Hu, X Guo - Proceedings of the IEEE/CVF International …, 2023 - openaccess.thecvf.com
The reflection superposition phenomenon is complex and widely distributed in the real
world, which derives various simplified linear and nonlinear formulations of the problem. In …

Single image reflection removal exploiting misaligned training data and network enhancements

K Wei, J Yang, Y Fu, D Wipf… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
Removing undesirable reflections from a single image captured through a glass window is
of practical importance to visual computing systems. Although state-of-the-art methods can …

Single-image reflection removal using deep learning: a systematic review

A Amanlou, AA Suratgar, J Tavoosi… - IEEE …, 2022 - ieeexplore.ieee.org
Images captured through the glass often consist of undesirable specular reflections. These
reflections detected in front of the glass remarkably reduce the quality and visibility of the …

Don't hit me! glass detection in real-world scenes

H Mei, X Yang, Y Wang, Y Liu, S He… - Proceedings of the …, 2020 - openaccess.thecvf.com
Glass is very common in our daily life. Existing computer vision systems neglect it and thus
may have severe consequences, eg, a robot may crash into a glass wall. However, sensing …

Single image reflection removal through cascaded refinement

C Li, Y Yang, K He, S Lin… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
We address the problem of removing undesirable reflections from a single image captured
through a glass surface, which is an ill-posed, challenging but practically important problem …

Seeing deeply and bidirectionally: A deep learning approach for single image reflection removal

J Yang, D Gong, L Liu, Q Shi - Proceedings of the european …, 2018 - openaccess.thecvf.com
Reflections often obstruct the desired scene when taking photos through glass panels.
Removing unwanted reflection automatically from the photos is highly desirable. Traditional …

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 …

Trash or treasure? an interactive dual-stream strategy for single image reflection separation

Q Hu, X Guo - Advances in Neural Information Processing …, 2021 - proceedings.neurips.cc
Single image reflection separation (SIRS), as a representative blind source separation task,
aims to recover two layers, $\textit {ie} $, transmission and reflection, from one mixed …