Contrastive Learning for Compact Single Image Dehazing

19 April 2021

Yuan Xie

Papers citing "Contrastive Learning for Compact Single Image Dehazing"

50 / 53 papers shown

Title
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 33 0 0 08 May 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 75 5 0 20 Jan 2025
Complexity Experts are Task-Discriminative Learners for Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Yuedong Tan Danda Pani Paudel Yulun Zhang Radu Timofte MoE 178 1 0 27 Nov 2024
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration Hsing-Hua Wang Fu-Jen Tsai Yen-Yu Lin Chia-Wen Lin ViT 26 1 0 10 Oct 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 96 6 0 28 Aug 2024
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining Chen Zhao Weiling Cai Chengwei Hu Zheng Yuan GAN 40 0 0 16 Jul 2024
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation Chun-Hung Wu Shih-Hong Chen Chih-Yao Hu Hsin-Yu Wu Kai-Hsin Chen Yu-You Chen Chih-Hai Su Chih-Kuo Lee Yu-Lun Liu 59 2 0 03 Jun 2024
FriendNet: Detection-Friendly Dehazing Network Yihua Fan Yongzhen Wang Mingqiang Wei F. Wang H. Xie 41 4 0 07 Mar 2024
NDELS: A Novel Approach for Nighttime Dehazing, Low-Light Enhancement, and Light Suppression Silvano Bernabel S. Agaian 44 3 0 11 Dec 2023
Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution Yeying Jin Beibei Lin Wending Yan Yuan. Yuan W. Ye R. Tan 32 47 0 03 Aug 2023
DRM-IR: Task-Adaptive Deep Unfolding Network for All-In-One Image Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Chao Wang 23 4 0 15 Jul 2023
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining Zhiying Jiang Risheng Liu Shuzhou Yang Zengxi Zhang Xin-Yue Fan 27 4 0 29 May 2023
MixDehazeNet : Mix Structure Block For Image Dehazing Network Liping Lu Qian Xiong Duanfeng Chu Bingrong Xu 45 27 0 28 May 2023
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results Yu Dai Chongyi Li Shangchen Zhou Ruicheng Feng Qingpeng Zhu Qi Sun Wenxiu Sun Chen Change Loy Jinwei Gu 27 10 0 23 May 2023
Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt Han Zhou Weida Dong Yangyi Liu Jun Chen 43 18 0 08 May 2023
Spectral Normalization and Dual Contrastive Regularization for Image-to-Image Translation Chen Zhao W. Cai Zheng Yuan DiffM 21 11 0 22 Apr 2023
SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing Yu Guo Yuan Gao R. W. Liu Yuxu Lu Jingxiang Qu Shengfeng He Wenqi Ren 24 37 0 17 Apr 2023
WM-MoE: Weather-aware Multi-scale Mixture-of-Experts for Blind Adverse Weather Removal Yulin Luo Rui Zhao Xi Wei Jinwei Chen Yijie Lu Shenghao Xie Tianyu Wang Ruiqin Xiong Ming Lu Shanghang Zhang 28 3 0 24 Mar 2023
SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency Cong Wang Jin-shan Pan Wanyu Lin Jiangxin Dong Xiaomei Wu VLM MDE 31 39 0 13 Mar 2023
SANDFORMER: CNN and Transformer under Gated Fusion for Sand Dust Image Restoration Jun-Jie Shi Bingcai Wei Gang Zhou Liye Zhang ViT 25 3 0 08 Mar 2023
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention Zixuan Chen Zewei He Zhe-ming Lu 29 177 0 12 Jan 2023
Relationship Quantification of Image Degradations Wenxin Wang Boyun Li Yuanbiao Gou Peng Hu Wangmeng Zuo Xiaocui Peng 27 5 0 08 Dec 2022
Encoder-Decoder Network with Guided Transmission Map: Architecture Le-Anh Tran Dong-Chul Park 26 1 0 07 Dec 2022
TriDoNet: A Triple Domain Model-driven Network for CT Metal Artifact Reduction Baoshun Shi Ke Jiang Shaolei Zhang Qiusheng Lian Yanwei Qin MedIm 24 0 0 14 Nov 2022
Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning Wenqi Ren Qiyu Sun Chaoqiang Zhao Yang Tang 29 3 0 14 Nov 2022
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 37 16 0 02 Nov 2022
Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal Yeying Jin Wending Yan Wenhan Yang R. Tan 37 38 0 06 Oct 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 28 48 0 23 Sep 2022
On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning T. Pham Chaoning Zhang Axi Niu Kang Zhang Chang D. Yoo 36 11 0 11 Aug 2022
Global-Local Stepwise Generative Network for Ultra High-Resolution Image Restoration Xin Feng Haobo Ji Wenjie Pei Fanglin Chen Guangming Lu 24 4 0 16 Jul 2022
Source-Free Domain Adaptation for Real-world Image Dehazing Huikang Yu Jie Huang Yajing Liu Qibang Zhu Man Zhou Fengmei Zhao 33 35 0 14 Jul 2022
Rich Feature Distillation with Feature Affinity Module for Efficient Image Dehazing S. J. Anushri Suresh Nisha J.S. V. Gopi VLM 31 6 0 13 Jul 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 15 32 0 01 Jun 2022
Image Harmonization with Region-wise Contrastive Learning Jing Liang Chi-Man Pun 36 4 0 27 May 2022
Improving the Latent Space of Image Style Transfer Yun-Hao Bai Cairong Wang C. Yuan Yanbo Fan Jue Wang DRL 31 0 0 24 May 2022
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring Suiyi Zhao Zhao Zhang Richang Hong Mingliang Xu Yi Yang Meng Wang 23 41 0 16 Apr 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 13 49 0 22 Mar 2022
Modulated Contrast for Versatile Image Synthesis Fangneng Zhan Jiahui Zhang Yingchen Yu Rongliang Wu Shijian Lu 29 43 0 17 Mar 2022
Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning Xiang Chen Zhe-Cheng Fan Yufeng Li Longgang Dai Caihua Kong Zhuoran Zheng Yufeng Huang Yufeng Li 27 44 0 15 Mar 2022
SUNet: Swin Transformer UNet for Image Denoising Chi-Mao Fan Tsung-Jung Liu Kuan-Hsien Liu ViT 39 112 0 28 Feb 2022
Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography Jiaxiang Ren K. Park Yingtian Pan H. Ling 30 2 0 21 Feb 2022
A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing Le-Anh Tran S. Moon Dong-Chul Park ViT 17 52 0 08 Feb 2022
Linear Array Network for Low-light Image Enhancement Keqi Wang Ziteng Cui Jieru Jia Hao Xu Gene K. Wu Zhuang Yin Lu Chen Zhiguo Hu Yuhua Qian 32 3 0 22 Jan 2022
Perception and Sensing for Autonomous Vehicles Under Adverse Weather Conditions: A Survey Yuxiao Zhang Alexander Carballo Hanting Yang K. Takeda 32 273 0 16 Dec 2021
Semantically Contrastive Learning for Low-light Image Enhancement Dong Liang Ling Li Mingqiang Wei Shuo Yang Liyan Zhang Wenhan Yang Yun Du Huiyu Zhou 6 90 0 13 Dec 2021
Specificity-Preserving Federated Learning for MR Image Reconstruction Chun-Mei Feng Yu-bao Yan Shanshan Wang Yong Xu Ling Shao Huazhu Fu OOD 37 78 0 09 Dec 2021
U2-Former: A Nested U-shaped Transformer for Image Restoration Haobo Ji Xin Feng Wenjie Pei Jinxing Li Guangming Lu ViT 24 26 0 04 Dec 2021
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 51 276 0 29 Nov 2021
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng Chan Lu Yuxiong Wu Gaurav Gupta 31 30 0 17 Nov 2021
DAMix: A Density-Aware Mixup Augmentation for Single Image Dehazing under Domain Shift Chia-Ming Chang Tsung-Nan Lin 15 2 0 26 Sep 2021