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Greatest papers with code

Single Image Reflection Separation with Perceptual Losses

CVPR 2018 ceciliavision/perceptual-reflection-removal

Our loss function includes two perceptual losses: a feature loss from a visual perception network, and an adversarial loss that encodes characteristics of images in the transmission layers.

IMAGE ENHANCEMENT REFLECTION REMOVAL SSIM

Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements

CVPR 2019 Vandermode/ERRNet

Removing undesirable reflections from a single image captured through a glass window is of practical importance to visual computing systems.

REFLECTION REMOVAL

A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing

ICCV 2017 fqnchina/CEILNet

This paper proposes a deep neural network structure that exploits edge information in addressing representative low-level vision tasks such as layer separation and image filtering.

IMAGE SMOOTHING REFLECTION REMOVAL SYNTHETIC DATA GENERATION

Single Image Reflection Removal through Cascaded Refinement

CVPR 2020 JHL-HUST/IBCLN

IBCLN is a cascaded network that iteratively refines the estimates of transmission and reflection layers in a manner that they can boost the prediction quality to each other, and information across steps of the cascade is transferred using an LSTM.

COMMUNITY DETECTION REFLECTION REMOVAL

Location-aware Single Image Reflection Removal

13 Dec 2020zdlarr/Location-aware-SIRR

The integration of location information into the network significantly improves the quality of reflection removal results.

REFLECTION REMOVAL

Two-Stage Single Image Reflection Removal with Reflection-Aware Guidance

2 Dec 2020liyucs/RAGNet

To be specific, the reflection layer is firstly estimated due to that it generally is much simpler and is relatively easier to estimate.

REFLECTION REMOVAL

Fourier-Domain Optimization for Image Processing

11 Sep 2018duembgen/fourier-deconv

Image optimization problems encompass many applications such as spectral fusion, deblurring, deconvolution, dehazing, matting, reflection removal and image interpolation, among others.

DEBLURRING IMAGE INTERPOLATION REFLECTION REMOVAL

Single Image Reflection Removal Using Deep Encoder-Decoder Network

31 Jan 2018LastReLU/ReflectionSeparation

Image of a scene captured through a piece of transparent and reflective material, such as glass, is often spoiled by a superimposed layer of reflection image.

REFLECTION REMOVAL