[PDF][PDF] The age of synthetic realities: Challenges and opportunities

JP Cardenuto, J Yang, R Padilha… - … on Signal and …, 2023 - nowpublishers.com
Synthetic realities are digital creations or augmentations that are contextually generated
through the use of Artificial Intelligence (AI) methods, leveraging extensive amounts of data …

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 …

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 …

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 …

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 …

Deep adversarial decomposition: A unified framework for separating superimposed images

Z Zou, S Lei, T Shi, Z Shi, J Ye - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Separating individual image layers from a single mixed image has long been an important
but challenging task. We propose a unified framework named" deep adversarial …

Blind image decomposition

J Han, W Li, P Fang, C Sun, J Hong, MA Armin… - European conference on …, 2022 - Springer
We propose and study a novel task named B lind I mage D ecomposition (BID), which
requires separating a superimposed image into constituent underlying images in a blind …

Revisiting single image reflection removal in the wild

Y Zhu, X Fu, PT Jiang, H Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
This research focuses on the issue of single-image reflection removal (SIRR) in real-world
conditions examining it from two angles: the collection pipeline of real reflection pairs and …

Light flickering guided reflection removal

Y Hong, Y Chang, J Liang, L Ma, T Huang… - International Journal of …, 2024 - Springer
When photographing through a piece of glass, reflections usually degrade the quality of
captured images or videos. In this paper, by exploiting periodically varying light flickering …

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 …