About

Benchmarks

TREND DATASET BEST METHOD PAPER TITLE PAPER CODE COMPARE

Datasets

Latest papers with code

Contrastive Learning for Compact Single Image Dehazing

19 Apr 2021GlassyWu/AECR-Net

In this paper, we propose a novel contrastive regularization (CR) built upon contrastive learning to exploit both the information of hazy images and clear images as negative and positive samples, respectively.

IMAGE DEHAZING SINGLE IMAGE DEHAZING

39
19 Apr 2021

A Two-branch Neural Network for Non-homogeneous Dehazing via Ensemble Learning

18 Apr 2021liuh127/Two-branch-dehazing

Recently, there has been rapid and significant progress on image dehazing.

IMAGE DEHAZING

6
18 Apr 2021

Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks

10 Mar 2021PS06/Copy_Blend

However, as these techniques destroy spatial relationship with neighboring regions, performance can be deteriorated when using them to train algorithms designed for low level vision tasks (low light image enhancement, image dehazing, deblurring, etc.)

DATA AUGMENTATION DEBLURRING IMAGE CLASSIFICATION IMAGE DEHAZING LOW-LIGHT IMAGE ENHANCEMENT OBJECT DETECTION SEMANTIC SEGMENTATION

5
10 Mar 2021

Towards Domain Invariant Single Image Dehazing

9 Jan 2021PS06/DIDH

However owing to fixed receptive field of convolutional kernels and non uniform haze distribution, assuring consistency between regions is difficult.

DATA AUGMENTATION IMAGE DEHAZING SINGLE IMAGE DEHAZING

16
09 Jan 2021

Modeling Deep Learning Based Privacy Attacks on Physical Mail

22 Dec 2020BingyaoHuang/Neural-STE

Mail privacy protection aims to prevent unauthorized access to hidden content within an envelope since normal paper envelopes are not as safe as we think.

DENOISING IMAGE DEHAZING

7
22 Dec 2020

Blind Video Temporal Consistency via Deep Video Prior

NeurIPS 2020 ChenyangLEI/deep-video-prior

Extensive quantitative and perceptual experiments show that our approach obtains superior performance than state-of-the-art methods on blind video temporal consistency.

COLORIZATION IMAGE DEHAZING IMAGE ENHANCEMENT OPTICAL FLOW ESTIMATION STYLE TRANSFER

199
22 Oct 2020

CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks

23 Jun 2020mahmoudnafifi/CIE_XYZ_NET

Because of this, a number of methods have been proposed to "unprocess" nonlinear images back to a raw-RGB state.

DEBLURRING IMAGE DEHAZING

45
23 Jun 2020

PMHLD: Patch Map Based Hybrid Learning DehazeNet for Single Image Haze Removal

IEEE Transaction on Image Processing 2020 weitingchen83/Dehazing-PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal-TIP-2020

In addition, to further enhance the performance of the method for haze removal, a patch-map-based DCP has been embedded into the network, and this module has been trained with the atmospheric light generator, patch map selection module, and refined module simultaneously.

COMPUTATIONAL PHENOTYPING DENOISING IMAGE DEHAZING IMAGE RESTORATION NONHOMOGENEOUS IMAGE DEHAZING SINGLE IMAGE DERAINING SINGLE IMAGE HAZE REMOVAL

10
14 May 2020