多模态信息融合 - arXivDaily 专题

1502.03121 2015-10-28 cs.CV 57%

Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation

Qi Wei, Nicolas Dobigeon, Jean-Yves Tourneret

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

1411.5065 2015-10-28 cs.CV 57%

SIRF: Simultaneous Image Registration and Fusion in A Unified Framework

Chen Chen, Yeqing Li, Wei Liu, Junzhou Huang

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

1401.6129 2014-01-24 cs.CV 57%

Image enhancement using fusion by wavelet transform and laplacian pyramid

S. M. Mukane, Y. S. Ghodake, P. S. Khandagle

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

Journal ref Published in IJCSI Journal, Volume 10, Issue 4, No 2, July 2013

1311.1223 2013-11-07 cs.CV 57%

Quality Assessment of Pixel-Level ImageFusion Using Fuzzy Logic

Srinivasa Rao Dammavalam, Seetha Maddala, M. H. M. Krishna Prasad

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

Comments 13 pages. arXiv admin note: substantial text overlap with arXiv:1212.0318

Journal ref International Journal on Soft Computing ( IJSC) Vol.3, No.1, February 2012

1311.0119 2013-11-04 cs.CV cs.GR math.SP 57%

Structure-preserving color transformations using Laplacian commutativity

Davide Eynard, Artiom Kovnatsky, Michael M. Bronstein

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

Comments 11 pages, 8 figures

1303.6927 2013-03-28 cs.CV 57%

An investigation towards wavelet based optimization of automatic image registration techniques

Arun P. V., Dr. S. K. Katiyar

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

1208.4842 2012-08-27 cs.CV 57%

The Segmentation Fusion Method On10 Multi-Sensors

Firouz Abdullah Al-Wassai, N. V. Kalyankar

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

Comments http://www.ijltemas.in/new-icae-2012-?df=1&t=1345561079771

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

1010.5610 2010-10-28 cs.CV 57%

Selective Image Super-Resolution

Ju Sun, Qiang Chen, Shuicheng Yan, Loong-Fah Cheong

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

Comments 20 pages, 5 figures. Submitted to Computer Vision and Image Understanding in March 2010. Keywords: image super resolution, semantic image segmentation, vision system, vision application

2603.04836 2026-07-07 cs.IR 版本更新 50%

Beyond Text: Aligning Vision and Language for Multimodal E-Commerce Retrieval

超越文本：为多模态电子商务检索对齐视觉与语言

Qujiaheng Zhang, Guangyue Xu, Fengjie Li

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

AI总结研究电子商务领域双塔检索模型的统一文本-图像融合，指出特定领域微调及查询与产品文本和图像模态的两阶段对齐很关键，提出新型模态融合网络并验证其有效性。

2607.02394 2026-07-03 stat.AP stat.ME 新提交 50%

Masked complex non-decimated wavelet features for patient-level classification of contrast-enhanced mammography

掩蔽复值非抽取小波特征用于对比增强乳腺X线摄影的患者级分类

Sara Antonijevic, Brani Vidakovic

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

AI总结针对对比增强乳腺X线摄影（CESM）图像分类中图像类型信号可比性和患者多图像融合问题，提出掩蔽复值非抽取小波特征结合弹性网逻辑回归，在无泄漏评估下两种图像类型在患者级AUC上无统计差异，且特征可解释。

Comments 29 pages, 9 figures. Code available at https://github.com/saraantonijevic/Masked_Mammograms

2604.16615 2026-04-21 cs.LG cs.AI 50%

Beyond Feature Fusion: Contextual Bayesian PEFT for Multimodal Uncertainty Estimation

超越特征融合：基于上下文的贝叶斯PEFT用于多模态不确定性估计

Habibeh Naderi, Behrouz Haji Soleimani, Stan Matwin

机构 * Dalhousie University（达尔豪斯大学）

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

AI总结本文提出CoCo-LoRA，一种结合音频上下文的多模态不确定性感知参数高效微调方法，通过在低秩空间中条件化上下文变分后验，实现对音频等外部因素的不确定性建模，提升语音应用的可靠性。

2504.07465 2026-02-10 cs.LG 50%

Multi-Modal Data Fusion for Moisture Content Prediction in Apple Drying

多模态数据融合用于苹果干燥中的含水率预测

Shichen Li, Chenhui Shao

机构 * Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA（伊利诺伊大学厄巴纳-香槟分校机械科学与工程系）； Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI 48109, USA（密歇根大学安娜堡分校机械工程系）

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

AI总结本文提出多模态数据融合框架，通过融合表格数据和图像数据提高苹果干燥含水率预测的准确性，有效降低误差并增强鲁棒性。

Comments Accepted for publication in the Proceedings of the 53rd North American Manufacturing Research Conference (NAMRC 53), to appear in Manufacturing Letters

Journal ref Manufacturing Letters Volume 44, Supplement, August 2025, Pages 1316-1325

2512.19180 2025-12-23 cs.LG cs.AI 50%

Practical Quantum-Classical Feature Fusion for complex data Classification

实用量子-经典特征融合用于复杂数据分类

Azadeh Alavi, Fatemeh Kouchmeshki, Abdolrahman Alavi

机构 * RMIT University（皇家墨尔本理工大学）

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

AI总结本文提出了一种交叉注意中融合架构，通过多模态融合提升复杂数据分类性能，证明了量子信息与经典特征结合的重要性。

Comments 16 pages, 3 figues

2511.19865 2025-11-26 cs.AI 50%

Agentic AI-Empowered Conversational Embodied Intelligence Networks in 6G

基于代理AI的6G时代对话具身智能网络

Mingkai Chen, Zijie Feng, Lei Wang, Yaser Khamayseh

机构 * Key Laboratory of Broadband Wireless Communication and Sensor Network Technology（宽带无线通信与传感网络技术重点实验室）； Nanjing University of Posts and Telecommunications（南京邮电大学）； College of Technological Innovation（技术创新学院）

专题命中通用Image Fusion ：information fusion(abstract)

AI总结本文提出一种基于代理AI的6G时代对话具身智能网络，通过多模态融合、自适应通信和可解释性模块，提升复杂任务执行效率与语义一致性。

Comments 7 pages, 8 figures. Preprint submitted to IEEE Vehicle Technology Magazine

2511.05796 2025-11-11 cs.CR 50%

Securing UAV Communications by Fusing Cross-Layer Fingerprints

Yong Huang, Ruihao Li, Mingyang Chen, Feiyang Zhao, Dalong Zhang, Wanqing Tu

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

Comments To appear in the IEEE Internet of Things Journal

2510.20736 2025-10-24 cs.LG 50%

Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process

Tsai Hor Chan, Feng Wu, Yihang Chen, Guosheng Yin, Lequan Yu

机构 * University of Pennsylvania（宾夕法尼亚大学）； University of Hong Kong（香港大学）

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

Comments Accepted by NeruIPS 2025

2510.15659 2025-10-20 eess.AS 50%

Magnitude and Phase-based Feature Fusion Using Co-attention Mechanism for Speaker recognition

Rongfeng Su, Mengjie Du, Xiaokang Liu, Lan Wang, Nan Yan

专题命中通用Image Fusion ：feature-level fusion(abstract)

2406.06594 2025-09-03 q-fin.CP cs.AI cs.LG 50%

Stock Movement Prediction with Multimodal Stable Fusion via Gated Cross-Attention Mechanism

Chang Zong, Hang Zhou

机构 * School of Information and Electronic Engineering, Zhejiang University of Science and Technology（浙江理工大学信息与电子工程学院）； Department of Finance Accounting and Economics, Business School of Nottingham University（诺丁汉大学商学院金融会计与经济学系）

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

Comments 14 pages, 10 figures

2507.20714 2025-07-29 cs.LG cs.AI q-bio.QM stat.AP 50%

Prostate Cancer Classification Using Multimodal Feature Fusion and Explainable AI

Asma Sadia Khan, Fariba Tasnia Khan, Tanjim Mahmud, Salman Karim Khan, Rishita Chakma, Nahed Sharmen, Mohammad Shahadat Hossain, Karl Andersson

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

2504.20516 2025-04-30 physics.optics 50%

Spatial-enhanced Reflective Coded Aperture Snapshot Spectral Imaging

Jiayu Di, Yantao Jin, Zhenming Yu, Liming Cheng, Jingyue Ma, Ning Zhan, Kun Xu

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

2501.16813 2025-02-03 cs.CL cs.SD eess.AS 50%

Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence

Lindy Gan, Yifan Huang, Xiaoyang Gao, Jiaming Tan, Fujun Zhao, Tao Yang

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

Comments 21 pages,7 figures.1 table

2501.02032 2025-01-07 cs.CR cs.AI cs.SE 50%

Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Fraud Detection

Zhang Sheng, Liangliang Song, Yanbin Wang

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

2312.16778 2024-09-04 cs.CL 50%

Adversarial Representation with Intra-Modal and Inter-Modal Graph Contrastive Learning for Multimodal Emotion Recognition

Yuntao Shou, Tao Meng, Wei Ai, Nan Yin, Keqin Li

专题命中通用Image Fusion ：information fusion(abstract)

Comments 14 pages, 6 figures

2407.16714 2024-07-25 cs.LG cs.AI 50%

Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation

Tao Meng, Fuchen Zhang, Yuntao Shou, Hongen Shao, Wei Ai, Keqin Li

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

Comments 15 pages, 9 figures

2406.11335 2024-06-26 cs.CR 50%

Multimodal Security of Iris and Fingerprint with Bloom Filters

R. Sridevi, P. Shobana

专题命中通用Image Fusion ：feature-level fusion(abstract)

Comments Volume 8, Issue 10, 2020, Aegaeum Journal

Journal ref Aegaeum Journal Volume 8 Issue 10 (2020) 402-410

2406.04883 2024-06-18 physics.med-ph 50%

Upright to supine image registration and contour propagation for thoracic patients

M. C. Martire, L. Volz, C. Galeone, M. Durante, M. Pankuch, C. Graeff

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

2405.14311 2024-05-24 cs.CR 50%

Deep Learning Fusion For Effective Malware Detection: Leveraging Visual Features

Jahez Abraham Johny, Vinod P., Asmitha K. A., G. Radhamani, Rafidha Rehiman K. A., Mauro Conti

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

2404.17858 2024-05-06 cs.CL 50%

Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion

Yuntao Shou, Tao Meng, Fuchen Zhang, Nan Yin, Keqin Li

专题命中通用Image Fusion ：multi-modal fusion(abstract)

Comments 10 pages, 6 figures

2310.04482 2023-10-17 cs.LG cs.AI 50%

EMOFM: Ensemble MLP mOdel with Feature-based Mixers for Click-Through Rate Prediction

Yujian Betterest Li, Kai Wu

专题命中通用Image Fusion ：information fusion(abstract)

2108.10155 2022-03-01 cs.LG 50%

Construction Cost Index Forecasting: A Multi-feature Fusion Approach

Tianxiang Zhan, Yuanpeng He, Fuyuan Xiao

专题命中通用Image Fusion ：information fusion(abstract)

1. 通用Image Fusion 516 篇

Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation

SIRF: Simultaneous Image Registration and Fusion in A Unified Framework

Image enhancement using fusion by wavelet transform and laplacian pyramid

Quality Assessment of Pixel-Level ImageFusion Using Fuzzy Logic

Structure-preserving color transformations using Laplacian commutativity

An investigation towards wavelet based optimization of automatic image registration techniques

The Segmentation Fusion Method On10 Multi-Sensors

Selective Image Super-Resolution

Beyond Text: Aligning Vision and Language for Multimodal E-Commerce Retrieval

Masked complex non-decimated wavelet features for patient-level classification of contrast-enhanced mammography

Beyond Feature Fusion: Contextual Bayesian PEFT for Multimodal Uncertainty Estimation

Multi-Modal Data Fusion for Moisture Content Prediction in Apple Drying

Practical Quantum-Classical Feature Fusion for complex data Classification

Agentic AI-Empowered Conversational Embodied Intelligence Networks in 6G

Securing UAV Communications by Fusing Cross-Layer Fingerprints

Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process

Magnitude and Phase-based Feature Fusion Using Co-attention Mechanism for Speaker recognition

Stock Movement Prediction with Multimodal Stable Fusion via Gated Cross-Attention Mechanism

Prostate Cancer Classification Using Multimodal Feature Fusion and Explainable AI

Spatial-enhanced Reflective Coded Aperture Snapshot Spectral Imaging

Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence

Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Fraud Detection

Adversarial Representation with Intra-Modal and Inter-Modal Graph Contrastive Learning for Multimodal Emotion Recognition

Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation

Multimodal Security of Iris and Fingerprint with Bloom Filters

Upright to supine image registration and contour propagation for thoracic patients

Deep Learning Fusion For Effective Malware Detection: Leveraging Visual Features

Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion

EMOFM: Ensemble MLP mOdel with Feature-based Mixers for Click-Through Rate Prediction

Construction Cost Index Forecasting: A Multi-feature Fusion Approach