Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion

9 October 2019

Papers citing "Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion"

22 / 22 papers shown

Title
DuCos: Duality Constrained Depth Super-Resolution via Foundation Model Zhiqiang Yan Zhengxue Wang Haoye Dong Jun Yu Li Jian Yang Gim Hee Lee 64 0 0 06 Mar 2025
IGAF: Incremental Guided Attention Fusion for Depth Super-Resolution Athanasios Tragakis Chaitanya Kaul Kevin J. Mitchell H. Dai R. Murray-Smith Daniele Faccio MDE 121 0 0 03 Jan 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Y. Wang Hongyuan Wang Lizhi Wang X. Wang Lin Zhu Wanxuan Lu Hua Huang 84 1 0 21 Dec 2024
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 81 0 0 04 Dec 2024
CSAKD: Knowledge Distillation with Cross Self-Attention for Hyperspectral and Multispectral Image Fusion Chih-Chung Hsu Chih-Chien Ni Chia-Ming Lee Li-Wei Kang 24 3 0 28 Jun 2024
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset Rongjian Xu Zhilu Zhang Ren-Rong Wu Wangmeng Zuo 46 2 0 12 Apr 2024
SGDFormer: One-stage Transformer-based Architecture for Cross-Spectral Stereo Image Guided Denoising Runmin Zhang Zhuopu Yu Zehua Sheng Jiacheng Ying Sixi Cao Shu-Jie Chen Bailin Yang Junwei Li Hui-Liang Shen 19 3 0 30 Mar 2024
Guided Image Restoration via Simultaneous Feature and Image Guided Fusion Xinyi Liu Qian Zhao Jie-Kai Liang Huiyu Zeng Deyu Meng Lei Zhang 37 0 0 14 Dec 2023
ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss via Meta-Learning Haowen Bai Zixiang Zhao Jiangshe Zhang Yichen Wu Lilun Deng Yukun Cui Shuang Xu Baisong Jiang 30 6 0 13 Dec 2023
DSR-Diff: Depth Map Super-Resolution with Diffusion Model Yuan Shi Bin Xia Rui Zhu Qingmin Liao Wenming Yang DiffM 22 0 0 16 Nov 2023
Visible and NIR Image Fusion Algorithm Based on Information Complementarity Zhuo Li Bo Li 13 0 0 19 Sep 2023
Depth Super-Resolution from Explicit and Implicit High-Frequency Features Xin Qiao Chenyang Ge Youming Zhang Yanhui Zhou Fabio Tosi Matteo Poggi S. Mattoccia SupR MDE 19 6 0 16 Mar 2023
DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior Shuangping Jin Bingbin Yu Minhao Jing Yi Zhou Jiajun Liang Renhe Ji 25 35 0 13 Mar 2023
Recurrent Structure Attention Guidance for Depth Super-Resolution Jiayi Yuan Haobo Jiang Xiang Li J. Qian Jun Yu Li Jian Yang SupR MDE 28 15 0 31 Jan 2023
Structure Flow-Guided Network for Real Depth Super-Resolution Jiayi Yuan Haobo Jiang Xiang Li J. Qian Jun Yu Li Jian Yang SupR 16 9 0 31 Jan 2023
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Jiangshe Zhang Yulun Zhang Shuang Xu Zudi Lin Radu Timofte Luc Van Gool 29 309 0 26 Nov 2022
Proximal PanNet: A Model-Based Deep Network for Pansharpening Xiangyong Cao Y. Chen Wenfei Cao 10 13 0 12 Feb 2022
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang Shuang Xu Chunxia Zhang Junmin Liu 34 91 0 14 Apr 2021
Model-inspired Deep Learning for Light-Field Microscopy with Application to Neuron Localization P. Song Herman Verinaz-Jadan Carmel L. Howe Peter Quicke Amanda J. Foust P. Dragotti 3DV 22 7 0 10 Mar 2021
Benchmarking and Comparing Multi-exposure Image Fusion Algorithms Xingchen Zhang 11 116 0 30 Jul 2020
Deformable Kernel Networks for Joint Image Filtering Beomjun Kim Jean Ponce Bumsub Ham 47 124 0 17 Oct 2019
DenseFuse: A Fusion Approach to Infrared and Visible Images Hui Li Xiaojun Wu 93 1,233 0 23 Apr 2018