多模态信息融合

MRCN: A Novel Modality Restitution and Compensation Network for Visible-Infrared Person Re-identification

Yukang Zhang, Yan Yan, Jie Li, Hanzi Wang

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Comments Accepted by AAAI-2023

Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification

Yukang Zhang, Hanzi Wang

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Comments Accepted by CVPR 2023

Spectral Aware Softmax for Visible-Infrared Person Re-Identification

Lei Tan, Pingyang Dai, Qixiang Ye, Mingliang Xu, Yongjian Wu, Rongrong Ji

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Leveraging Multi-stream Information Fusion for Trajectory Prediction in Low-illumination Scenarios: A Multi-channel Graph Convolutional Approach

Hailong Gong, Zirui Li, Chao Lu, Guodong Du, Jianwei Gong

专题命中 红外-可见光融合 ：information fusion(title,abstract)；分类 cs.CV

Visible-Infrared Person Re-Identification Using Privileged Intermediate Information

Mahdi Alehdaghi, Arthur Josi, Rafael M. O. Cruz, Eric Granger

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

CycleTrans: Learning Neutral yet Discriminative Features for Visible-Infrared Person Re-Identification

Qiong Wu, Jiaer Xia, Pingyang Dai, Yiyi Zhou, Yongjian Wu, Rongrong Ji

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Learning Modal-Invariant and Temporal-Memory for Video-based Visible-Infrared Person Re-Identification

Xinyu Lin, Jinxing Li, Zeyu Ma, Huafeng Li, Shuang Li, Kaixiong Xu, Guangming Lu, David Zhang

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, pp. 20973-20982

SwinFuse: A Residual Swin Transformer Fusion Network for Infrared and Visible Images

Zhishe Wang, Yanlin Chen, Wenyu Shao, Hui Li, Lei Zhang

专题命中 红外-可见光融合 ：infrared and visible(title,abstract)；分类 cs.CV

Comments 12pages, 19figures

Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection

Jinyuan Liu, Xin Fan, Zhanbo Huang, Guanyao Wu, Risheng Liu, Wei Zhong, Zhongxuan Luo

专题命中 红外-可见光融合 ：infrared and visible(title,abstract)；分类 cs.CV

Comments Accepted by IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022. (Oral)

On Exploring Pose Estimation as an Auxiliary Learning Task for Visible-Infrared Person Re-identification

Yunqi Miao, Nianchang Huang, Xiao Ma, Qiang Zhang, Jungong Han

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Homogeneous and Heterogeneous Relational Graph for Visible-infrared Person Re-identification

Yujian Feng, Feng Chen, Jian Yu, Yimu Ji, Fei Wu, Shangdong Liu, Xiao-Yuan Jing

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences

Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Comments iccv 2021

CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification

Chaoyou Fu, Yibo Hu, Xiang Wu, Hailin Shi, Tao Mei, Ran He

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Comments Accepted by ICCV 2021

Bridging the Distribution Gap of Visible-Infrared Person Re-identification with Modality Batch Normalization

Wenkang Li, Qi Ke, Wenbin Chen, Yicong Zhou

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Unified Batch All Triplet Loss for Visible-Infrared Person Re-identification

Wenkang Li, Ke Qi, Wenbin Chen, Yicong Zhou

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Comments 10 pages, 4 figures

SFANet: A Spectrum-aware Feature Augmentation Network for Visible-Infrared Person Re-Identification

Haojie Liu, Shun Ma, Daoxun Xia, Shaozi Li

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Comments This paper has been submitted to the journal of IEEE Transactions on Neural Networks and Learning Systems

Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification

Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Comments Accepted by ACM MM 2020 poster. 12 pages, 10 appendixes

An Efficient Framework for Visible-Infrared Cross Modality Person Re-Identification

Emrah Basaran, Muhittin Gokmen, Mustafa E. Kamasak

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification

Mang Ye, Jianbing Shen, David J. Crandall, Ling Shao, Jiebo Luo

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Comments Accepted by ECCV20

Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification

Seokeon Choi, Sumin Lee, Youngeun Kim, Taekyung Kim, Changick Kim

专题命中 红外-可见光融合 ：visible-infrared(title,abstract)；分类 cs.CV

Comments Accepted to CVPR 2020

DenseFuse: A Fusion Approach to Infrared and Visible Images

Hui Li, Xiao-Jun Wu

专题命中 红外-可见光融合 ：infrared and visible(title,abstract)；分类 cs.CV

Comments 10 pages, 11 figures, 2 tables. Accepted by IEEE Transactions on Image Processing

A new class of photo-catalytic materials and a novel principle for efficient water splitting under infrared and visible light - MgB2 as unexpected example

V. G. Kravets, A. N. Grigorenko

专题命中 红外-可见光融合 ：infrared and visible(title,abstract)

Near-Infrared and Visible-range Optoelectronics in 2D Hybrid Perovskite/Transition Metal Dichalcogenide Heterostructures

Abin Varghese, Yuefeng Yin, Mingchao Wang, Saurabh Lodha, Nikhil V. Medhekar

专题命中 红外-可见光融合 ：infrared and visible(title,abstract)

Comments 38 pages, main manuscript and supporting information

Journal ref Adv. Mater. Interfaces 2022, 2102174

Broadband and efficient plasmonic control in the near-infrared and visible via strong interference of surface plasmon polaritons

Choon How Gan, Geoffrey R. Nash

专题命中 红外-可见光融合 ：infrared and visible(title,abstract)

High Q micro-ring resonators fabricated from polycrystalline aluminum nitride films for near infrared and visible photonics

Wolfram H. P. Pernice, Chi Xiong, Hong X. Tang

专题命中 红外-可见光融合 ：infrared and visible(title,abstract)

Journal ref Optics Express, Vol. 20, Issue 11, pp. 12261-12269 (2012)

Frequency-Guided Fusion For RGB-Thermal Semantic Segmentation

频率引导的RGB-热红外语义分割融合

İsmail Emre Canıtez, Özgür Erkent

机构 * Hacettepe University（哈切特佩大学） 纠错

专题命中 红外-可见光融合 ：visible-infrared(abstract,abstract_cn)；multi-modal fusion(abstract)；分类 cs.CV

AI总结 提出一种基于双ConvNeXt V2骨干网络的多模态融合架构，通过频率分解和置信门控残差机制融合RGB与热红外特征，在MFNet和PST900上以较低参数量实现先进性能。

Comments 9 pages, 7 figures, To be Presented at Perception Beyond the Visible Spectrum workshop series (IEEE PBVS) at CVPR, 2026

A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking

Zixiang Zhao, Haowen Bai, Bingxin Ke, Yukun Cui, Lilun Deng, Yulun Zhang, Kai Zhang, Konrad Schindler

机构 * ETH Zürich（苏黎世联邦理工学院） ； Xi’an Jiaotong University（西安交通大学） ； Shanghai Jiao Tong University（上海交通大学） ； Nanjing University（南京大学） 纠错

专题命中 红外-可见光融合 ：image fusion(abstract)；multi-focus(abstract)；multi-exposure(abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2025 (Spotlight)

Hierarchical Semantic-Visual Fusion of Visible and Near-infrared Images for Long-range Haze Removal

Yi Li, Xiaoxiong Wang, Jiawei Wang, Yi Chang, Kai Cao, Luxin Yan

机构 * National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（多光谱信息智能处理技术国家实验室，人工智能与自动化学院，华中科技大学） ； State Key Laboratory of Dynamic Optical Imaging and Measurement（动态光学成像与测量国家重点实验室） 纠错

专题命中 红外-可见光融合 ：multimodal fusion(abstract)；infrared and visible(abstract)；visible-infrared(abstract)；分类 cs.CV

Comments This work has been accepted by IEEE Transactions on Multimedia for publication

Exploring Fusion Strategies for Accurate RGBT Visual Object Tracking

Zhangyong Tang, Tianyang Xu, Hui Li, Xiao-Jun Wu, Xuefeng Zhu, Josef Kittler

专题命中 红外-可见光融合 ：image fusion(abstract)；feature-level fusion(abstract)；decision-level fusion(abstract)；分类 cs.CV

Comments 13 pages, 10 figures

Navigation Around Unknown Space Objects Using Visible-Thermal Image Fusion

利用可见光与热红外图像融合进行未知空间物体的导航

Eric J. Elias, Michael Esswein, Jonathan P. How, David W. Miller

机构 * Draper Scholar, Department of Aeronautics and Astronautics, Massachusetts Institute of Technology（麻省理工学院航空航天系） ； Senior Member of Technical Staff, The Charles Stark Draper Laboratory Inc.（查尔斯·斯塔克·德拉珀实验室公司） ； Ford Professor of Engineering, Department of Aeronautics and Astronautics, Massachusetts Institute of Technology（麻省理工学院航空航天系） ； Professor Post Tenure, Department of Aeronautics and Astronautics, Massachusetts Institute of Technology（麻省理工学院航空航天系） 纠错

专题命中 红外-可见光融合 ：image fusion(title)；分类 cs.CV、cs.RO

AI总结 本文提出利用可见光与热红外图像融合技术，提升在复杂光照条件下对未知空间物体的导航精度。

Comments 18 pages, 11 figures. To be published in proceedings of AIAA SCITECH 2026 Forum