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Attention-guided hierarchical structure aggregation for image matting
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 …
features to improve the overall structure of alpha mattes. However, we argue that advanced …
Deep image matting: A comprehensive survey
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 …
critical role in various downstream applications, such as image editing. Despite being an ill …
Single image reflection separation via component synergy
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 …
world, which derives various simplified linear and nonlinear formulations of the problem. In …
Single image reflection removal exploiting misaligned training data and network enhancements
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 …
of practical importance to visual computing systems. Although state-of-the-art methods can …
Single-image reflection removal using deep learning: a systematic review
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 …
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
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 …
may have severe consequences, eg, a robot may crash into a glass wall. However, sensing …
Single image reflection removal through cascaded refinement
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 …
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
Reflections often obstruct the desired scene when taking photos through glass panels.
Removing unwanted reflection automatically from the photos is highly desirable. Traditional …
Removing unwanted reflection automatically from the photos is highly desirable. Traditional …
Language-guided image reflection separation
This paper studies the problem of language-guided reflection separation which aims at
addressing the ill-posed reflection separation problem by introducing language descriptions …
addressing the ill-posed reflection separation problem by introducing language descriptions …
Trash or treasure? an interactive dual-stream strategy for single image reflection separation
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 …
aims to recover two layers, $\textit {ie} $, transmission and reflection, from one mixed …