Learning Enriched Features for Real Image Restoration and Enhancement

15 March 2020

Salman Khan

Fahad Shahbaz Khan

Papers citing "Learning Enriched Features for Real Image Restoration and Enhancement"

50 / 65 papers shown

Title
An Efficient and Mixed Heterogeneous Model for Image Restoration Yubin Gu Yuan Meng Kaihang Zheng Xiaoshuai Sun Jiayi Ji Weijian Ruan Liujuan Cao Rongrong Ji 25 0 0 15 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 69 1 0 07 Apr 2025
HVI: A New Color Space for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Guansong Pang Kangbiao Shi Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 49 5 0 27 Feb 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Junyu Xia Jiesong Bai Yihang Dong ViT 74 0 0 21 Jan 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 86 1 0 03 Jan 2025
OmniSR: Shadow Removal under Direct and Indirect Lighting Jiamin Xu Zelong Li Yuxin Zheng Chenyu Huang Renshu Gu Weiwei Xu Gang Xu 3DV 46 1 0 02 Oct 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 54 1 0 27 Sep 2024
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement Hao Luo Baoliang Chen Lingyu Zhu Peilin Chen Shiqi Wang 3DV 65 0 0 06 Sep 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 99 6 0 28 Aug 2024
Backdoor Attacks against Image-to-Image Networks Wenbo Jiang Hongwei Li Jiaming He Rui Zhang Guowen Xu Tianwei Zhang Rongxing Lu AAML 43 3 0 15 Jul 2024
Burst Image Super-Resolution with Base Frame Selection Sanghyun Kim Min Jung Lee Woohyeok Kim Deunsol Jung Jaesung Rim Sunghyun Cho Minsu Cho SupR 36 1 0 25 Jun 2024
RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement Jingcheng Li Ye Qiao Haocheng Xu Sitao Huang 67 0 0 14 Jun 2024
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space Jiangwei Weng Zhiqiang Yan Ying Tai J. Qian Jian Yang Jun Li Mamba 29 10 0 25 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 39 8 0 02 May 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 48 0 0 06 Apr 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 44 4 0 31 Mar 2024
The Devil is in the Edges: Monocular Depth Estimation with Edge-aware Consistency Fusion Pengzhi Li Yikang Ding Haohan Wang Chengshuai Tang Zhiheng Li MDE 46 1 0 30 Mar 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 48 2 0 05 Mar 2024
A Lightweight Low-Light Image Enhancement Network via Channel Prior and Gamma Correction Shyang-En Weng S. Miaou Ricky Christanto 27 2 0 28 Feb 2024
Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation Qiang Fu Matheus Souza E. Choi Suhyun Shin Seung-Hwan Baek Wolfgang Heidrich 45 0 0 08 Jan 2024
Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance Yingqi Lin Xiaogang Xu Yan Han Xiaogang Xu Zhe Liu 27 0 0 26 Dec 2023
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 38 0 0 02 Dec 2023
Joint Correcting and Refinement for Balanced Low-Light Image Enhancement Xiaotian Zhou Hong Shi Yahong Han 32 4 0 28 Sep 2023
A Multi-scale Generalized Shrinkage Threshold Network for Image Blind Deblurring in Remote Sensing Yujie Feng Yin Yang Xiaohong Fan Zhengpeng Zhang Jianping Zhang 34 2 0 14 Sep 2023
Automatic Signboard Recognition in Low Quality Night Images Manas Kagde P. Choudhary Rishi Joshi S. Dey 27 0 0 17 Aug 2023
Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention Hassan Khalid Nisar Ahmed 29 1 0 19 Jul 2023
Noise-to-Norm Reconstruction for Industrial Anomaly Detection and Localization Shiqi Deng Zhiyu Sun Ruiyan Zhuang Jun Gong 45 5 0 06 Jul 2023
LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion Long Bai Tong Chen Yanan Wu An-Chi Wang Mobarakol Islam Hongliang Ren DiffM MedIm 36 19 0 05 Jul 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Y. Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 33 22 0 31 May 2023
MonoTDP: Twin Depth Perception for Monocular 3D Object Detection in Adverse Scenes Xingyuan Li Jingyuan Liu Yixin Lei Long Ma Xin-Yue Fan Risheng Liu 21 2 0 18 May 2023
FLIGHT Mode On: A Feather-Light Network for Low-Light Image Enhancement Mustafa Ozcan Hamza Ergezer Mustafa Ayazoglu 3DV 39 5 0 18 May 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 38 11 0 30 Mar 2023
TextIR: A Simple Framework for Text-based Editable Image Restoration Yun-Hao Bai Cairong Wang Shuzhao Xie Chao Dong Chun Yuan Zhi Wang DiffM 30 15 0 28 Feb 2023
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring Zhihao Chen Chuang Niu Qi Gao Ge Wang Hongming Shan MedIm ViT 3DV 36 20 0 21 Feb 2023
DC4L: Distribution Shift Recovery via Data-Driven Control for Deep Learning Models Vivian Lin Kuk Jin Jang Souradeep Dutta Michele Caprio O. Sokolsky Insup Lee OOD 31 6 0 20 Feb 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond Wenchao Du Hu Chen Yan Zhang H. Yang 34 1 0 31 Jan 2023
CAT: Learning to Collaborate Channel and Spatial Attention from Multi-Information Fusion Zizhang Wu Man Wang Weiwei Sun Yuchen Li Tianhao Xu Fan Wang Keke Huang 19 3 0 13 Dec 2022
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 21 59 0 04 Dec 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 25 0 0 28 Sep 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 36 48 0 23 Sep 2022
Reconstruction of Three-dimensional Scroll Waves in Excitable Media from Two-Dimensional Observations using Deep Neural Networks J. Lebert Meenakshi Mittal Jan Christoph 22 4 0 09 Sep 2022
Neural Color Operators for Sequential Image Retouching Yili Wang Xin Li K. Xu Dongliang He Qi Zhang Fu Li Errui Ding 23 14 0 17 Jul 2022
Polarized Color Image Denoising using Pocoformer Zhuoxiao Li Hai-bo Jiang Yinqiang Zheng 26 3 0 01 Jul 2022
Dense residual Transformer for image denoising Chao Yao Shuo Jin Meiqin Liu Xiaojuan Ban ViT 36 29 0 14 May 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 34 182 0 28 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 10 400 0 19 Apr 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 19 171 0 17 Apr 2022
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training Yuanhao Cai Xiaowan Hu Haoqian Wang Yulun Zhang Hanspeter Pfister D. Wei 23 64 0 06 Apr 2022
Learning to Adapt to Light Kai-Fu Yang Cheng Cheng Shixuan Zhao Xian-Shi Zhang Yongjie Li 24 31 0 16 Feb 2022