多模态信息融合 - arXivDaily 专题

2203.08513 2022-03-17 cs.CV 88%

Multi-focus thermal image fusion

Radek Benes, Pavel Dvorak, Marcos Faundez-Zanuy, Virginia Espinosa-Duro, Jiri Mekyska

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

Comments 16 pages, published in Pattern Recognition Letters, Volume 34, Issue 5, 2013, Pages 536-544, ISSN 0167-8655

Journal ref Pattern Recognition Letters, Volume 34, Issue 5, 2013, Pages 536-544, ISSN 0167-8655

2002.01102 2022-02-01 cs.CV 88%

Improved dual channel pulse coupled neural network and its application to multi-focus image fusion

Huai-Shui Tong, Xiao-Jun Wu, Hui Li

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

Comments 16 pages, 7 figures, 9 tables

1804.09325 2022-02-01 cs.CV 88%

Multi-focus Noisy Image Fusion using Low-Rank Representation

Hui Li, Xiao-Jun Wu, Tariq Durrani

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

Comments 17 pages, 9 figures, 3 tables

2112.01030 2021-12-16 cs.CV 88%

TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning

Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song

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

Comments Accepted by the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022)

2101.04506 2021-04-21 cs.CV cs.AI 88%

UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion

Yongsheng Zang, Dongming Zhou, Changcheng Wang, Rencan Nie, Yanbu Guo

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

Comments 17pages,11 figures, 7 tables. IEEE Transactions on Instrumentation and Measurement

2009.09718 2020-11-10 cs.CV 88%

MFIF-GAN: A New Generative Adversarial Network for Multi-Focus Image Fusion

Yicheng Wang, Shuang Xu, Junmin Liu, Zixiang Zhao, Chunxia Zhang, Jiangshe Zhang

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

1908.01703 2020-09-25 cs.CV 88%

SESF-Fuse: An Unsupervised Deep Model for Multi-Focus Image Fusion

Boyuan Ma, Xiaojuan Ban, Haiyou Huang, Yu Zhu

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

Comments technological report and fix some errors

2001.09535 2020-01-31 cs.CV 88%

Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas

Nishant Kumar, Nico Hoffmann, Matthias Kirsch, Stefan Gumhold

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

Comments 5 pages, 3 figures, IEEE International Symposium on Biomedical Imaging (IEEE ISBI 2020)

1904.00198 2019-11-05 cs.CV 88%

Boundary Aware Multi-Focus Image Fusion Using Deep Neural Network

Haoyu Ma, Juncheng Zhang, Shaojun Liu, Qingmin Liao

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

1908.10945 2019-08-30 cs.CV 88%

A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion

Fidel Alejandro Guerrero Peña, Pedro Diamel Marrero Fernández, Tsang Ing Ren, Germano Crispim Vasconcelos, Alexandre Cunha

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

1705.10574 2019-05-06 cs.CV cs.LG 88%

Multi-Focus Image Fusion Using Sparse Representation and Coupled Dictionary Learning

Farshad G. Veshki, Sergiy A. Vorobyov

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

Comments 25 pages, 15 figures, 2 table

1903.07428 2019-04-23 cs.MM 88%

Scene Segmentation-Based Luminance Adjustment for Multi-Exposure Image Fusion

Yuma Kinoshita, Hitoshi Kiya

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

Comments will be published in IEEE Transactions on Image Processing

1904.01417 2019-04-03 cs.MM 88%

The bilateral solver for quality estimation based multi-focus image fusion

Jingwei Guan, Yibo Chen, Wai-kuen Cham

专题命中通用Image Fusion ：image fusion(title,abstract)；multi-focus(title,abstract)；分类 cs.MM

1804.08355 2018-12-19 cs.CV 88%

Multi-focus Image Fusion using dictionary learning and Low-Rank Representation

Hui Li, Xiao-Jun Wu

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

Comments 12 pages, 5 figures, 2 tables. The 9th International Conference on Image and Graphics (ICIG 2017, Oral)

1806.09607 2018-06-27 cs.CV 88%

Multi-Exposure Image Fusion Based on Exposure Compensation

Yuma Kinoshita, Taichi Yoshida, Sayaka Shiota, Hitoshi Kiya

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

Comments in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, pp.1388-1392, Calgary, Alberta, Canada, 19th April, 2018. arXiv admin note: substantial text overlap with arXiv:1805.11211

1806.07272 2018-06-20 cs.CV 88%

Unsupervised Deep Multi-focus Image Fusion

Xiang Yan, Syed Zulqarnain Gilani, Hanlin Qin, Ajmal Mian

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

1805.11211 2018-05-30 cs.CV 88%

Automatic Exposure Compensation for Multi-Exposure Image Fusion

Yuma Kinoshita, Sayaka Shiota, Hitoshi Kiya

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

Comments To appear in Proc. ICIP2018 October 07-10, 2018, Athens, Greece

1710.06511 2017-10-26 cs.CV 88%

Multi-focus image fusion using VOL and EOL in DCT domain

Mostafa Amin-Naji, Ali Aghagolzadeh

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

Comments 2016 1st International Conference on New Research Achievements in Electrical and Computer Engineering (ICNRAECE), pp. 728-733, 2016

1701.08918 2017-02-01 cs.CV 88%

Feature Selection based on PCA and PSO for Multimodal Medical Image Fusion using DTCWT

Padmavathi K, Mahima Bhat, Maya V Karki

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

Comments 8 pages, 6 figures

1602.07620 2016-02-25 cs.CV 88%

A Low Complexity VLSI Architecture for Multi-Focus Image Fusion in DCT Domain

Ashutosh Mishra, Sudipta Mahapatra, Swapna Banerjee

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

Comments Submitting to journal

1309.7615 2013-10-01 cs.CV 88%

Correcting Multi-focus Images via Simple Standard Deviation for Image Fusion

Firas A. Jassim

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

Journal ref International Journal of Image, Graphics and Signal Processing (IJIGSP), Vol. 5, No. 12, pp. 56-61, October 2013

2403.15769 2024-06-11 eess.IV cs.AI cs.CV cs.LG 88%

FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring

Nishant Kumar, Ziyan Tao, Jaikirat Singh, Yang Li, Peiwen Sun, Binghui Zhao, Stefan Gumhold

专题命中通用Image Fusion ：image fusion(title,abstract)；multi-focus(abstract)；multi-exposure(abstract)；medical image fusion(abstract)

Comments Accepted at IJCAI Workshop 2024. Source code available at https://github.com/nish03/FusionINN

2012.08932 2020-12-17 cs.CV cs.LG eess.IV 88%

FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization

Nishant Kumar, Stefan Gumhold

专题命中通用Image Fusion ：image fusion(title,abstract)；multi-focus(abstract)；multi-exposure(abstract)；medical image fusion(abstract)

Comments 30 pages, 9 figures, MDPI Journal (Computers)

2508.07803 2025-08-12 cs.CV 87%

MambaTrans: Multimodal Fusion Image Translation via Large Language Model Priors for Downstream Visual Tasks

Yushen Xu, Xiaosong Li, Zhenyu Kuang, Xiaoqi Cheng, Haishu Tan, Huafeng Li

机构 * School of Physics and Optoelectronic Engineering（物理与光电工程学院）； Guangdong-HongKong-Macao Joint Laboratory for Intelligent Micro-Nano Optoelectronic Technology（粤港澳联合智能微纳光电技术实验室）； School of Information Engineering and Automation（信息工程与自动化学院）

专题命中通用Image Fusion ：multimodal fusion(title,abstract)；image fusion(abstract)；multimodal image fusion(abstract)；infrared and visible(abstract)

2402.02235 2024-07-12 cs.CV 87%

Image Fusion via Vision-Language Model

Zixiang Zhao, Lilun Deng, Haowen Bai, Yukun Cui, Zhipeng Zhang, Yulun Zhang, Haotong Qin, Dongdong Chen, Jiangshe Zhang, Peng Wang, Luc Van Gool

专题命中通用Image Fusion ：image fusion(title,abstract)；information fusion(abstract)；multi-focus(abstract)；multi-exposure(abstract)

Comments Accepted by International Conference on Machine Learning (ICML) 2024

2403.16387 2024-03-26 cs.CV 87%

Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion

Xunpeng Yi, Han Xu, Hao Zhang, Linfeng Tang, Jiayi Ma

专题命中通用Image Fusion ：image fusion(title,abstract)；information fusion(abstract)；multi-modal image fusion(abstract)；infrared and visible(abstract)

Comments Accepted by CVPR 2024

2201.10152 2022-02-01 cs.CV 87%

Unsupervised Image Fusion Method based on Feature Mutual Mapping

Dongyu Rao, Xiao-Jun Wu, Tianyang Xu, Guoyang Chen

专题命中通用Image Fusion ：image fusion(title,abstract)；infrared and visible(abstract)；multi-focus(abstract)；medical image fusion(abstract)

2201.07451 2022-01-20 cs.CV 87%

TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning

Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song

专题命中通用Image Fusion ：image fusion(title,abstract)；multi-modal image fusion(abstract)；multi-focus(abstract)；multi-exposure(abstract)

2502.00078 2025-02-04 eess.IV cs.CV 87%

Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer

Surochita Pal, Sushmita Mitra

专题命中通用Image Fusion ：image fusion(title)；multimodal image fusion(title)；multimodal fusion(abstract)；分类 cs.CV、eess.IV

2105.13536 2021-05-31 eess.SP cs.CV cs.LG 87%

ECG Heart-beat Classification Using Multimodal Image Fusion

Zeeshan Ahmad, Anika Tabassum, Naimul Khan, Ling Guan

专题命中通用Image Fusion ：image fusion(title,abstract)；multimodal image fusion(title)；分类 cs.CV、eess.SP

1. 通用Image Fusion 516 篇

Multi-focus thermal image fusion

Improved dual channel pulse coupled neural network and its application to multi-focus image fusion

Multi-focus Noisy Image Fusion using Low-Rank Representation

TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning

UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion

MFIF-GAN: A New Generative Adversarial Network for Multi-Focus Image Fusion

SESF-Fuse: An Unsupervised Deep Model for Multi-Focus Image Fusion

Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas

Boundary Aware Multi-Focus Image Fusion Using Deep Neural Network

A Multiple Source Hourglass Deep Network for Multi-Focus Image Fusion

Multi-Focus Image Fusion Using Sparse Representation and Coupled Dictionary Learning

Scene Segmentation-Based Luminance Adjustment for Multi-Exposure Image Fusion

The bilateral solver for quality estimation based multi-focus image fusion

Multi-focus Image Fusion using dictionary learning and Low-Rank Representation

Multi-Exposure Image Fusion Based on Exposure Compensation

Unsupervised Deep Multi-focus Image Fusion

Automatic Exposure Compensation for Multi-Exposure Image Fusion

Multi-focus image fusion using VOL and EOL in DCT domain

Feature Selection based on PCA and PSO for Multimodal Medical Image Fusion using DTCWT

A Low Complexity VLSI Architecture for Multi-Focus Image Fusion in DCT Domain

Correcting Multi-focus Images via Simple Standard Deviation for Image Fusion

FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring

FuseVis: Interpreting neural networks for image fusion using per-pixel saliency visualization

MambaTrans: Multimodal Fusion Image Translation via Large Language Model Priors for Downstream Visual Tasks

Image Fusion via Vision-Language Model

Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion

Unsupervised Image Fusion Method based on Feature Mutual Mapping

TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning

Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer

ECG Heart-beat Classification Using Multimodal Image Fusion