v1v2 (latest)

RFN-Nest: An end-to-end residual fusion network for infrared and visible images

7 March 2021

Hui Li

Xiaojun Wu

J. Kittler

ArXiv (abs)PDF HTML Github (133★)

Papers citing "RFN-Nest: An end-to-end residual fusion network for infrared and visible images"

25 / 25 papers shown

Title
Language-Depth Navigated Thermal and Visible Image Fusion Jinchang Zhang Zijun Li Guoyu Lu MDE 124 1 0 11 Mar 2025
E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection Jiaqing Zhang Mingxiang Cao Weiying Xie Jie Lei Daixun Li Wenbo Huang Yunsong Li Xue Yang 113 5 0 28 Jan 2025
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 182 2 0 04 Dec 2024
Infrared-Assisted Single-Stage Framework for Joint Restoration and Fusion of Visible and Infrared Images under Hazy Conditions Huafeng Li Jiaqi Fang Yafei Zhang Yu Liu 118 0 0 16 Nov 2024
SPDFusion: An Infrared and Visible Image Fusion Network Based on a Non-Euclidean Representation of Riemannian Manifolds Huan Kang Hui Li Tianyang Xu Rui Wang Xiao Wu J. Kittler 109 1 0 16 Nov 2024
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion Yuchen Guo Ruoxiang Xu Rongcheng Li Weifeng Su 106 0 0 16 Sep 2024
MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training Jiayang Li Junjun Jiang Pengwei Liang Jiayi Ma Liqiang Nie 88 1 0 17 Apr 2024
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba Xinyu Xie Yawen Cui Chio-in Ieong Tao Tan Xiaozhi Zhang Mamba 107 47 0 15 Apr 2024
NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models Hui Li Xiaojun Wu Tariq S. Durrani 68 494 0 01 Jul 2020
AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking Tianyang Xu Zhenhua Feng Xiaojun Wu J. Kittler 63 12 0 27 May 2020
RGB-T Image Saliency Detection via Collaborative Graph Learning Zhengzheng Tu Tian Xia Chenglong Li Xiaoxiao Wang Yan Ma Jin Tang 54 182 0 16 May 2019
MDLatLRR: A novel decomposition method for infrared and visible image fusion Hui Li Philip Ginzboorg J. Kittler 60 409 0 06 Nov 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 105 6,162 0 18 Jul 2018
Infrared and Visible Image Fusion with ResNet and zero-phase component analysis Hui Li Xiaojun Wu Tariq S. Durrani 34 281 0 19 Jun 2018
RGB-T Object Tracking:Benchmark and Baseline Chenglong Li Xinyan Liang Yijuan Lu Nan Zhao Jin Tang 69 421 0 23 May 2018
DenseFuse: A Fusion Approach to Infrared and Visible Images Hui Li Xiaojun Wu 149 1,272 0 23 Apr 2018
Multi-focus Image Fusion using dictionary learning and Low-Rank Representation Hui Li Xiaojun Wu 58 86 0 23 Apr 2018
Infrared and Visible Image Fusion using a Deep Learning Framework Hui Li Xiaojun Wu J. Kittler 42 417 0 19 Apr 2018
DeepFuse: A Deep Unsupervised Approach for Exposure Fusion with Extreme Exposure Image Pairs K. Prabhakar V. S. Srikar R. Venkatesh Babu 47 545 0 20 Dec 2017
Image Fusion With Cosparse Analysis Operator Rui Gao S. Vorobyov Hong Zhao 57 47 0 18 Apr 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 790 36,881 0 25 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 424 43,814 0 01 May 2014
Robust Recovery of Subspace Structures by Low-Rank Representation Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi-An Ma 129 3,226 0 14 Oct 2010