多模态信息融合

Improved Adaptive Brovey as a New Method for Image Fusion

Hamid Reza Shahdoosti

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

Comments 6 pages, 3 figures, journal paper. arXiv admin note: text overlap with arXiv:1701.01996, arXiv:1807.08917

Medical Image Segmentation Based on Multi-Modal Convolutional Neural Network: Study on Image Fusion Schemes

Zhe Guo, Xiang Li, Heng Huang, Ning Guo, Quanzheng Li

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

Comments Zhe Guo and Xiang Li contribute equally to this work

Journal ref 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), Washington, DC, 2018, pp. 903-907

Comparison of various image fusion methods for impervious surface classification from VNREDSat-1

Hung V. Luu, Manh V. Pham, Chuc D. Man, Hung Q. Bui, Thanh T. N. Nguyen

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

A New Multifocus Image Fusion Method Using Contourlet Transform

Fatemeh Vakili Moghadam, Hamid Reza Shahdoosti

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

Comments 8 pages, 7 figures, conference. in Persian

A Novel VHR Image Change Detection Algorithm Based on Image Fusion and Fuzzy C-Means Clustering

Rongcui Dong, Haoxiang Wang

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

Comments 9 pages, 3 figures, 1 table

Multi-Band Image Fusion Based on Spectral Unmixing

Qi Wei, Jose Bioucas-Dias, Nicolas Dobigeon, Jean-Yves Tourneret, Marcus Chen, Simon Godsill

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

Image Fusion Using LEP Filtering and Bilinear Interpolation

Haritha Raveendran, Deepa Thomas

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

Comments 5 pages. 4 figures, Published with International Journal of Engineering Trends and Technology (IJETT)

Journal ref International Journal of Engineering Trends and Technology (IJETT), V12(9),427-431 June 2014

Temporal Image Fusion

Francisco J. Estrada

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

Multi-Sensor Image Fusion Based on Moment Calculation

Sourav Pramanik, Debotosh Bhattacharjee

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

Comments 5 pages, International Conference

Journal ref IEEE International Conference on Parallel, Distributed and Grid Computing-PDGC, 2012

Comparison of Fuzzy and Neuro Fuzzy Image Fusion Techniques and its Applications

D. Srinivasa Rao, M. Seetha, M. H. M. Krishna Prasad

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

Comments (0975 8887). arXiv admin note: text overlap with arXiv:1209.4535 by other authors

Journal ref International Journal of Computer Applications Volume 43, No.20, 2012, pages: 31 - 37

Spatial And Spectral Quality Evaluation Based On Edges Regions Of Satellite Image Fusion

Firouz Abdullah Al-Wassai, N. V. Kalyankar, Ali A. Al-Zaky

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

Comments 2nd International Conference on Advanced Computing & Communication Technologies (ACCT12),7 -- 8 January 2012

Journal ref International Journal of Latest Technology in Engineering,Management & Applied Science (IJLTEMAS),Vol. I, Issue V, 2012, 124-138

A novel statistical fusion rule for image fusion and its comparison in non subsampled contourlet transform domain and wavelet domain

Manu V T, Philomina Simon

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

Comments 19 pages

The Statistical methods of Pixel-Based Image Fusion Techniques

Firouz Abdullah Al-Wassai, N. V. Kalyankar, Ali A. Al-Zaky

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

Comments Keywords: Data Fusion, Resolution Enhancement, Statistical fusion, Correlation Modeling, Matching, pixel based fusion

Journal ref International Journal of Artificial Intelligence and Knowledge Discovery Vol.1, Issue 3, July, 2011

A new Contrast Based Image Fusion using Wavelet Packets

R. Balasubramanian, Gaurav Bhatnagar

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

Comments 5 Pages, 10 Figures, 1 Table

Journal ref Proc. of IEEE Conference on Applications of Intelligent Systems (AIS 2008), March 13-15, 2008, Sonepat, India, pp. 141-145. (ISBN:978-81-906531-0-7)

Dual-Domain Manifold Modeling for Hyperspectral Image Fusion

用于高光谱图像融合的双域流形建模

Chengxin Xie, Qiya Song, Yangbangyan Jiang, Renwei Dian, Xudong Kang

机构 * College of Information Science and Engineering, Hunan Normal University（湖南师范大学信息科学与工程学院） ； Institute of Information Engineering, Chinese Academy of Sciences（中国科学院信息工程研究所） ； School of Artificial Intelligence and Robotics, Hunan University（湖南大学人工智能与机器人学院） 纠错

专题命中 通用Image Fusion ：image fusion(title,abstract)

AI总结 针对高光谱图像融合中几何约束建模难题，提出双域流形建模框架，通过拓扑感知Transformer和频率解耦的空间 - 光谱协同融合模块，有效整合光谱与空间信息，在多数据集实验中表现优于现有方法。

The Deep Learning-Based Dual-Branch Multimodal Fusion Model for Solar Flare Prediction

基于深度学习的双分支多模态融合模型用于太阳耀斑预测

Limin Zhao, Xingyao Chen, Xiaoshuai Zhu, Dong Zhao, and Yihua Yan

专题命中 通用Image Fusion ：multimodal fusion(title,abstract)

AI总结 本文提出一种双分支多模态融合深度学习模型，用于预测24小时内的太阳耀斑，通过交叉注意力机制整合磁图和磁参数，并在特征层面进行跨尺度交互以增强多尺度表示，同时实现了二分类和多分类任务，实验结果表明模型在预测X级耀斑方面表现优异。

J-comb: An image fusion algorithm to combine observations covering different spatial frequency ranges

Sihan Jiao, Yuxin Lin, Xiangyu Shui, Jingwen Wu, Zhiyuan Ren, Di Li

专题命中 通用Image Fusion ：image fusion(title,abstract)

Comments 19 pages, 19 figures, 2 tables, accepted for publication in Science China Physics, Mechanics & Astronomy

Astrometric observations of a near-Earth object using the image fusion technique

Yigong Zhang, Jiancheng Wang, Jie Su, Xiangming Cheng, Zhenjun Zhang

专题命中 通用Image Fusion ：image fusion(title,abstract)

Unification of Fusion Theories, Rules, Filters, Image Fusion and Target Tracking Methods (UFT)

Florentin Smarandache

专题命中 通用Image Fusion ：image fusion(title,abstract)

Comments 79 pages, a diagram. arXiv admin note: substantial text overlap with arXiv:cs/0409040, arXiv:0901.1289, arXiv:cs/0410033

Journal ref International Journal of Applied Mathematics & Statistics, Vol. 2, 1-14, 2004

Context Aware Multisensor Image Fusion for Military Sensor Networks using Multi Agent System

Ashok V Sutagundar, Sunilkumar S Manvi

专题命中 通用Image Fusion ：image fusion(title,abstract)

Journal ref International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC) Vol.2, No.1, March 2011

A hidden Markov Model for image fusion and their joint segmentation in medical image computing

Olivier Feron, Ali Mohammad-Djafari

专题命中 通用Image Fusion ：image fusion(title,abstract)

Comments submitted to MICCAI, St. Malo, France

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis

Haozhe Xiang, Han Zhang, Yu Cheng, Xiongwen Quan, Wanwan Huang

机构 * College of Information and Intelligence, Hunan Agricultural University（湖南农业大学信息与智能学院） ； College of Artificial Intelligence, Nankai University（南开大学人工智能学院） 纠错

专题命中 通用Image Fusion ：image fusion(abstract)；medical image fusion(abstract)；feature-level fusion(abstract)；分类 cs.CV

Unregistered Spectral Image Fusion: Unmixing, Adversarial Learning, and Recoverability

未配准光谱图像融合：解混、对抗学习与可恢复性

Jiahui Song, Sagar Shrestha, Xiao Fu

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

AI总结 提出无监督框架，通过耦合光谱解混和潜在空间对抗学习同时超分辨未配准的高光谱和多光谱图像，并首次建立可恢复性理论保证。

UHD Low-Light Image Enhancement via Real-Time Enhancement Methods with Clifford Information Fusion

通过Clifford信息融合的实时方法实现UHD低光照图像增强

Xiaohan Wang, Chen Wu, Dawei Zhao, Guangwei Gao, Dianjie Lu, Guijuan Zhang, Linwei Fan, Xu Lu, Shuai Wu, Hang Wei, Zhuoran Zheng

机构 * Xi'an University of Electronic Science and Technology（西安电子科技大学） ； National University of Defense Technology（国防科技大学） ； School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院） ； School of Information Science and Engineering, Shandong Normal University（山东师范大学信息科学与工程学院） ； School of Computing and Artificial Intelligence, Shandong University of Finance and Economics（山东财经大学计算机科学与人工智能学院） ； College of Information Science and Engineering, Shandong Agricultural University（山东农业大学信息科学与工程学院） ； Xi'an University（西安大学） ； Qilu University of Technology（齐鲁工业大学） 纠错

专题命中 通用Image Fusion ：information fusion(title)；分类 cs.CV、eess.IV

AI总结 本文提出基于Clifford代数的实时UHD低光照图像增强网络，通过几何特征融合解决内存瓶颈问题，实现4K/8K图像毫秒级推理，并在多个恢复指标上优于现有方法。

Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis

Yuxiang Hu, Haowei Yang, Ting Xu, Shuyao He, Jiajie Yuan, Haozhang Deng

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

Fully Differentiable Correlation-driven 2D/3D Registration for X-ray to CT Image Fusion

Minheng Chen, Zhirun Zhang, Shuheng Gu, Zhangyang Ge, Youyong Kong

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

Comments ISBI 2024

A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography

Stefan Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James Fujimoto, Andreas Maier

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

Comments Presented orally & as poster on 20th April 2023 at the IEEE International Symposium on Biomedical Imaging (ISBI) in Cartagena, Colombia. 6 pages, 3 figures. You can find the official version with broken equations and bad contrast figures under https://ieeexplore.ieee.org/document/10230526

A full-resolution training framework for Sentinel-2 image fusion

Matteo Ciotola, Mario Ragosta, Giovanni Poggi, Giuseppe Scarpa

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

Journal ref 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 1260-1263

Prediction of brain tumor recurrence location based on multi-modal fusion and nonlinear correlation learning

Tongxue Zhou, Alexandra Noeuveglise, Romain Modzelewski, Fethi Ghazouani, Sébastien Thureau, Maxime Fontanilles, Su Ruan

专题命中 通用Image Fusion ：multi-modal fusion(title)；分类 cs.CV、eess.IV

Comments 23 pages, 4 figures

Journal ref Computerized Medical Imaging and Graphics, 2023

Towards Reliable Image Outpainting: Learning Structure-Aware Multimodal Fusion with Depth Guidance

Lei Zhang, Kang Liao, Chunyu Lin, Yao Zhao

专题命中 通用Image Fusion ：multimodal fusion(title)；分类 cs.CV、cs.MM