多模态信息融合

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

Pengwei Liang, Junjun Jiang, Qing Ma, Xianming Liu, Jiayi Ma

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments 18page

MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion

Yanglin Deng, Tianyang Xu, Chunyang Cheng, Xiao-Jun Wu, Josef Kittler

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments 10 pages, 8 figures, accpeted by ACM International Conference on Multimedia 2024(Oral)

Journal ref 10 pages, 8 figures, accpeted by ACM International Conference on Multimedia 2024(Oral)

Holistic Dynamic Frequency Transformer for Image Fusion and Exposure Correction

Xiaoke Shang, Gehui Li, Zhiying Jiang, Shaomin Zhang, Nai Ding, Jinyuan Liu

专题命中 通用Image Fusion ：image fusion(title)；multi-exposure(abstract)；分类 cs.CV

FuseFormer: A Transformer for Visual and Thermal Image Fusion

Aytekin Erdogan, Erdem Akagündüz

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments 8 pages, 6 figures, 6 tables

Equivariant Multi-Modality Image Fusion

Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Kai Zhang, Shuang Xu, Dongdong Chen, Radu Timofte, Luc Van Gool

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments Accepted by CVPR 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

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments v2 version, 13 pages, 16 figures, with the code repository link

FusionBooster: A Unified Image Fusion Boosting Paradigm

Chunyang Cheng, Tianyang Xu, Xiao-Jun Wu, Hui Li, Xi Li, Josef Kittler

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments 18 pages; v2, including the code repository

A Generalized Multi-Modal Fusion Detection Framework

Leichao Cui, Xiuxian Li, Min Meng, Xiaoyu Mo

专题命中 通用Image Fusion ：multi-modal fusion(title,abstract)；分类 cs.CV

BigFUSE: Global Context-Aware Image Fusion in Dual-View Light-Sheet Fluorescence Microscopy with Image Formation Prior

Yu Liu, Gesine Muller, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 eess.IV

Comments paper in MICCAI 2023

Implicit Neural Feature Fusion Function for Multispectral and Hyperspectral Image Fusion

ShangQi Deng, RuoCheng Wu, Liang-Jian Deng, Ran Ran, Gemine Vivone

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

IFT: Image Fusion Transformer for Ghost-free High Dynamic Range Imaging

Hailing Wang, Wei Li, Yuanyuan Xi, Jie Hu, Hanting Chen, Longyu Li, Yunhe Wang

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Generation and Recombination for Multifocus Image Fusion with Free Number of Inputs

Huafeng Li, Dan Wang, Yuxin Huang, Yafei Zhang, Zhengtao Yu

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Mutual-Guided Dynamic Network for Image Fusion

Yuanshen Guan, Ruikang Xu, Mingde Yao, Lizhi Wang, Zhiwei Xiong

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments ACMMM 2023 accepted

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 Fan

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments Accepted by ICCV 2023. The source code and benchmark are available at https://github.com/JinyuanLiu-CV/SegMiF

D$^\text{2}$UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion

Roman Jacome, Jorge Bacca, Henry Arguello

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 eess.IV

Comments 12 pages, 11 figures

A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion

Risheng Liu, Zhu Liu, Jinyuan Liu, Xin Fan, Zhongxuan Luo

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments 16 pages, 12 figures, Codes are available at https://github.com/LiuZhu-CV/TIMFusion

Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond

Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments 9 pages,6 figures, published to IJCAI

Image Fusion Transformer

Vibashan VS, Jeya Maria Jose Valanarasu, Poojan Oza, Vishal M. Patel

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments Accepted at ICIP 2022

PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion

Yu Fu, TianYang Xu, XiaoJun Wu, Josef Kittler

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments We have added more experiments and are improving the article, and will submit it to the journal. It will be updated

Convolutional Simultaneous Sparse Approximation with Applications to RGB-NIR Image Fusion

Farshad G. Veshki, Sergiy A. Vorobyov

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Unsupervised Image Fusion Using Deep Image Priors

Xudong Ma, Paul Hill, Nantheera Anantrasirichai, Alin Achim

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Semantic Image Fusion

P. R. Hill, D. R. Bull

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments 10 pages, 3 figures and 2 tables. To be submitted to IEEE Transactions on Image Processing

WaveFuse: A Unified Deep Framework for Image Fusion with Discrete Wavelet Transform

Shaolei Liu, Manning Wang, Zhijian Song

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments accepted at The 28th International Conference on Neural Information Processing(ICONIP2021)

Enhanced Information Fusion Network for Crowd Counting

Geng Chen, Peirong Guo

专题命中 通用Image Fusion ：information fusion(title,abstract)；分类 cs.CV

Comments 10 pages, 5 figures

AE-Netv2: Optimization of Image Fusion Efficiency and Network Architecture

Aiqing Fang, Xinbo Zhao, Jiaqi Yang, Beibei Qin, Yanning Zhang

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments Some mistakes have been fixed

Single Image Cloud Detection via Multi-Image Fusion

Scott Workman, M. Usman Rafique, Hunter Blanton, Connor Greenwell, Nathan Jacobs

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2020

Image fusion using symmetric skip autoencodervia an Adversarial Regulariser

Snigdha Bhagat, S. D. Joshi, Brejesh Lall

专题命中 通用Image Fusion ：image fusion(title)；infrared and visible(abstract)；分类 eess.IV

Variational Osmosis for Non-linear Image Fusion

Simone Parisotto, Luca Calatroni, Aurélie Bugeau, Nicolas Papadakis, Carola-Bibiane Schönlieb

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Comments 10 pages, 8 figures

Image Fusion via Sparse Regularization with Non-Convex Penalties

Nantheera Anantrasirichai, Rencheng Zheng, Ivan Selesnick, Alin Achim

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV

Scale-Invariant Structure Saliency Selection for Fast Image Fusion

Yixiong Liang, Yuan Mao, Jiazhi Xia, Yao Xiang, Jianfeng Liu

专题命中 通用Image Fusion ：image fusion(title,abstract)；分类 cs.CV