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MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training

17 April 2024

Liqiang Nie

Papers citing "MaeFuse: Transferring Omni Features with Pretrained Masked Autoencoders for Infrared and Visible Image Fusion via Guided Training"

35 / 35 papers shown

Title
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 139 6 0 28 Jan 2025
HSFusion: A high-level vision task-driven infrared and visible image fusion network via semantic and geometric domain transformation Chengjie Jiang Xiaowen Liu Bowen Zheng Lu Bai Jing Li 81 2 0 14 Jul 2024
CrossFuse: A Novel Cross Attention Mechanism based Infrared and Visible Image Fusion Approach Hui Li Xiao-Jun Wu 65 123 0 15 Jun 2024
S4Fusion: Saliency-aware Selective State Space Model for Infrared Visible Image Fusion Haolong Ma Hui Li Chunyang Cheng Gaoang Wang Xiaoning Song Xiao-Jun Wu 104 1 0 31 May 2024
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image Fusion Zhe Li Haiwei Pan Kejia Zhang Yuhua Wang Feng Yu Mamba 65 20 0 12 Apr 2024
Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks Tianhe Ren Shilong Liu Ailing Zeng Jing Lin Kunchang Li ... Feng Li Jie Yang Hongyang Li Qing Jiang Lei Zhang VLM 140 448 0 25 Jan 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 113 795 0 17 Jan 2024
TextFusion: Unveiling the Power of Textual Semantics for Controllable Image Fusion Chunyang Cheng Tianyang Xu Xiao-Jun Wu Hui Li Xi Li Zhangyong Tang Josef Kittler 105 13 0 21 Dec 2023
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation Jinyuan Liu Zhu Liu Guanyao Wu Long Ma Risheng Liu Wei Zhong Zhongxuan Luo Xin-Yue Fan 97 136 0 04 Aug 2023
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond Zhu Liu Jinyuan Liu Guanyao Wu Long Ma Xin-Yue Fan Risheng Liu 84 35 0 11 May 2023
FusionBooster: A Unified Image Fusion Boosting Paradigm Chunyang Cheng Tianyang Xu Xiao-Jun Wu Hui Li Xi Li J. Kittler 91 6 0 10 May 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 439 7,445 0 05 Apr 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 78 19 0 24 Mar 2023
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion Zixiang Zhao Hao Bai Yuanzhi Zhu Jiangshe Zhang Shuang Xu Yulun Zhang Peng Sun Deyu Meng Radu Timofte Luc Van Gool DiffM MedIm 78 151 0 13 Mar 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 116 341 0 26 Nov 2022
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration Di Wang Jinyuan Liu Xin-Yue Fan Risheng Liu 143 182 0 24 May 2022
Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection Feng Liu Xiaosong Zhang Zhiliang Peng Zonghao Guo Fang Wan Xian-Wei Ji QiXiang Ye ObjD 104 21 0 19 May 2022
SwinFuse: A Residual Swin Transformer Fusion Network for Infrared and Visible Images Zhishe Wang Yanlin Chen Wenyu Shao Hui Li Lei Zhang ViT 103 99 0 25 Apr 2022
Exploring Plain Vision Transformer Backbones for Object Detection Yanghao Li Hanzi Mao Ross B. Girshick Kaiming He ViT 106 817 0 30 Mar 2022
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection Jinyuan Liu Xin-Yue Fan Zhanbo Huang Guanyao Wu Risheng Liu Wei Zhong Zhongxuan Luo 115 476 0 30 Mar 2022
SimMIM: A Simple Framework for Masked Image Modeling Zhenda Xie Zheng Zhang Yue Cao Yutong Lin Jianmin Bao Zhuliang Yao Qi Dai Han Hu 228 1,368 0 18 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 493 7,852 0 11 Nov 2021
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision Xinyu Jia Chuang Zhu Minzhen Li Wenqi Tang Shengjie Liu Wenli Zhou 117 358 0 24 Aug 2021
Image Fusion Transformer VS Vibashan Jeya Maria Jose Valanarasu Poojan Oza Vishal M. Patel ViT 79 123 0 19 Jul 2021
RFN-Nest: An end-to-end residual fusion network for infrared and visible images Hui Li Xiaojun Wu J. Kittler 86 703 0 07 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 696 41,681 0 22 Oct 2020
NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models Hui Li Xiaojun Wu Tariq S. Durrani 98 496 0 01 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 869 18,457 0 19 Jun 2020
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion Zixiang Zhao Shuang Xu Chunxia Zhang Junmin Liu Pengfei Li Jiangshe Zhang 120 228 0 20 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 409 18,946 0 13 Feb 2020
VIFB: A Visible and Infrared Image Fusion Benchmark Xingchen Zhang P. Ye G. Xiao 210 157 0 09 Feb 2020
MDLatLRR: A novel decomposition method for infrared and visible image fusion Hui Li Philip Ginzboorg J. Kittler 87 410 0 06 Nov 2018
DenseFuse: A Fusion Approach to Infrared and Visible Images Hui Li Xiaojun Wu 221 1,278 0 23 Apr 2018
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,819 0 10 Dec 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.8K 100,644 0 04 Sep 2014