Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond

16 October 2024

Jiayi Ma

Papers citing "Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond"

25 / 25 papers shown

Title
Task-Customized Mixture of Adapters for General Image Fusion Pengfei Zhu Yang Sun Bing Cao Qinghua Hu MoMe 90 23 0 19 Mar 2024
On the Dynamics Under the Unhinged Loss and Beyond Xiong Zhou Xianming Liu Hanzhang Wang Deming Zhai Junjun Jiang Xiangyang Ji 13 3 0 13 Dec 2023
Holistic Dynamic Frequency Transformer for Image Fusion and Exposure Correction Xiaoke Shang Gehui Li Zhiying Jiang Shaomin Zhang Nai Ding Jinyuan Liu 55 17 0 03 Sep 2023
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion Risheng Liu Zhu Liu Jinyuan Liu Xin-Yue Fan Zhongxuan Luo 73 40 0 25 May 2023
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images Hui Li Tianyang Xu Xiaojun Wu Jiwen Lu J. Kittler 3DV 85 174 0 11 Apr 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 87 332 0 26 Nov 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 190 723 0 14 Nov 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 107 469 0 30 Mar 2022
Corrupted Image Modeling for Self-Supervised Visual Pre-Training Yuxin Fang Li Dong Hangbo Bao Xinggang Wang Furu Wei 69 88 0 07 Feb 2022
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning Linhao Qu Shaolei Liu Manning Wang Zhijian Song ViT 63 139 0 02 Dec 2021
iBOT: Image BERT Pre-Training with Online Tokenizer Jinghao Zhou Chen Wei Huiyu Wang Wei Shen Cihang Xie Alan Yuille Tao Kong 88 740 0 15 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 477 7,819 0 11 Nov 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 673 41,430 0 22 Oct 2020
Benchmarking and Comparing Multi-exposure Image Fusion Algorithms Xingchen Zhang 72 117 0 30 Jul 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 70 494 0 01 Jul 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 143 1,632 0 15 Jun 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 387 18,866 0 13 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 213 12,124 0 13 Nov 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 165 1,700 0 16 Feb 2019
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 287 296 0 01 May 2018
DenseFuse: A Fusion Approach to Infrared and Visible Images Hui Li Xiaojun Wu 151 1,274 0 23 Apr 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 264 3,298 0 21 Mar 2018
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 531 62,377 0 04 Jun 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 169 2,789 0 19 May 2015
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 291 26,217 0 11 Nov 2013