Reflection Removal

29 papers with code • 5 benchmarks • 3 datasets

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Reflection Removal Using Recurrent Polarization-to-Polarization Network

wjbian/rp2pn 28 Feb 2024

This paper addresses reflection removal, which is the task of separating reflection components from a captured image and deriving the image with only transmission components.

0
28 Feb 2024

PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection Removal

taowangzj/promptrr 4 Feb 2024

For the prompt generation, we first propose a prompt pre-training strategy to train a frequency prompt encoder that encodes the ground-truth image into LF and HF prompts.

10
04 Feb 2024

Revisiting Single Image Reflection Removal In the Wild

zhuyr97/Reflection_RemoVal_CVPR2024 29 Nov 2023

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 the perception of real reflection locations.

1
29 Nov 2023

Single Image Reflection Separation via Component Synergy

mingcv/dsrnet ICCV 2023

The reflection superposition phenomenon is complex and widely distributed in the real world, which derives various simplified linear and nonlinear formulations of the problem.

30
19 Aug 2023

Benchmarking Ultra-High-Definition Image Reflection Removal

liar-zzy/benchmarking-ultra-high-definition-single-image-reflection-removal 1 Aug 2023

To the best of our knowledge, these two datasets are the first largest-scale UHD datasets for SIRR.

7
01 Aug 2023

Robust Single Image Reflection Removal Against Adversarial Attacks

ZhenboSong/RobustSIRR CVPR 2023

This paper addresses the problem of robust deep single-image reflection removal (SIRR) against adversarial attacks.

13
01 Jan 2023

Robust Reflection Removal with Flash-only Cues in the Wild

ChenyangLEI/flash-reflection-removal 5 Nov 2022

We propose a simple yet effective reflection-free cue for robust reflection removal from a pair of flash and ambient (no-flash) images.

211
05 Nov 2022

Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration

f-frida/glsgn 16 Jul 2022

While the research on image background restoration from regular size of degraded images has achieved remarkable progress, restoring ultra high-resolution (e. g., 4K) images remains an extremely challenging task due to the explosion of computational complexity and memory usage, as well as the deficiency of annotated data.

4
16 Jul 2022

Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective

csmliu/adanec 4 Apr 2022

Meanwhile, diverse testing sets are also provided with different types of reflection and scenes.

22
04 Apr 2022

Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation

mingcv/ytmt-strategy NeurIPS 2021

Single image reflection separation (SIRS), as a representative blind source separation task, aims to recover two layers, $\textit{i. e.}$, transmission and reflection, from one mixed observation, which is challenging due to the highly ill-posed nature.

48
20 Oct 2021