Awesome

awesome-reflection-removal

A collection of reflection removal methods

Revisiting Single Image Reflection Removal In the Wild, (CVPR 2024)
DSRNet: Single Image Reflection Separation via Component Synergy, (ICCV 2023) [pdf] [code]
Location-aware Single Image Reflection Removal, (ICCV 2021)
Single Image Reflection Removal With Absorption Effect, (CVPR 2021)
Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation, (NeurIPS 2021) [pdf] [code]
Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images, (2020)
Single Image Reflection Removal with Physically-based Rendering, (2020) [pdf] [code]
Single Image Reflection Removal Through Cascaded Refinement（IBCLN）, (CVPR 2020) [pdf] [code]
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements, (2019) [pdf] [Code]
Single Image Reflection Removal Beyond Linearity, (2019) [pdf] [Code]
Face Image Reflection Removal, (2019) [pdf]
Seeing Deeply and Bidirectionally: A Deep Learning Approach for Single Image Reflection Removal, (2018) [pdf] [Code]
Single Image Reflection Removal with Perceptual Losses, (2018) [pdf] [Code]
CRRN: Multi-Scale Guided Concurrent Reflection Removal Network, (2018) [pdf] [Code]
A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing, (2017) [pdf] [Code]
Benchmarking Single-Image Reflection Removal Algorithms, (2017) [pdf]
Single image layer separation using relative smoothness, (2013)

Double-DIP: Unsupervised Image Decomposition via Coupled Deep-Image-Priors <br> [CVPR 19'] [Code]

Neural Spline Fields for Burst Image Fusion and Layer Separation, (CVPR 2024)
Panoramic Image Reflection Removal, (CVPR 2021)
Learning to See Through Obstructions, (CVPR 2020)
The Visual Centrifuge: Model-Free Layered Video Representations, (CVPR 2019) [pdf]
A computational approach for obstruction-free photography, (2015)
Robust separation of reflection from multiple images, (2014)
Exploiting reflection change for automatic reflection removal, (2013)

Robust Reflection Removal with Reflection-free Flash-only Cues, (CVPR 2021), [code]
Siamese Dense Network for Reflection Removal with Flash and No-flash Image Pairs, (IJCV 2020)
Removing Photography Artifacts using Gradient Projection and Flash-exposure Sampling, (2005)

Polarized Reflection Removal with Perfect Alignment in the Wild, (2020), Chenyang Lei, Xuhua Huang, Mengdi Zhang, Qiong Yan, Wenxiu Sun, and Qifeng Chen. [pdf] [code]
Reflection separation using a pair of unpolarized and polarized images, (2019)
ReflectNet: Separating Reflection and Transmission Images in the Wild, (2018) [pdf] [Code]
A physically-based approach to reflection separation: from physical modeling to constrained optimization, (2013)