多模态信息融合

Spatial, Temporal, and Geometric Fusion for Remote Sensing Images

Hessah Albanwan

专题命中 遥感融合与全色锐化 ：pan-sharpening(abstract)；分类 eess.IV

Comments Ph.D. Dissertation, Geospatial Data Analytics Lab, The Ohio State University, 2022

Bridging Remote Sensors with Multisensor Geospatial Foundation Models

Boran Han, Shuai Zhang, Xingjian Shi, Markus Reichstein

专题命中 遥感融合与全色锐化 ：pan-sharpening(abstract)；分类 cs.CV

Comments Accepted to CVPR

An Integrated Neighborhood and Scale Information Network for Open-Pit Mine Change Detection in High-Resolution Remote Sensing Images

Zilin Xie, Kangning Li, Jinbao Jiang, Jinzhong Yang, Xiaojun Qiao, Deshuai Yuan, Cheng Nie

专题命中 遥感融合与全色锐化 ：information fusion(abstract)；分类 cs.CV

DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion

Junjie Guo, Chenqiang Gao, Fangcen Liu, Deyu Meng, Xinbo Gao

专题命中 遥感融合与全色锐化 ：infrared and visible(abstract)；分类 cs.CV

Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications

Francisco Mena, Diego Arenas, Marlon Nuske, Andreas Dengel

专题命中 遥感融合与全色锐化 ：multi-modal fusion(abstract)；分类 cs.CV

Comments appendix with additional tables. Preprint submitted to journal

Journal ref IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, pp. 1-21 (2024)

Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map Construction

Wenjie Gao, Jiawei Fu, Yanqing Shen, Haodong Jing, Shitao Chen, Nanning Zheng

专题命中 遥感融合与全色锐化 ：feature-level fusion(abstract)；分类 cs.CV

Comments Accepted by ICRA 2024

Temporal Embeddings: Scalable Self-Supervised Temporal Representation Learning from Spatiotemporal Data for Multimodal Computer Vision

Yi Cao, Swetava Ganguli, Vipul Pandey

专题命中 遥感融合与全色锐化 ：multimodal fusion(abstract)；分类 cs.CV

Comments Extended abstract accepted for presentation at BayLearn 2023. 3 pages, 7 figures. Abstract based on IEEE IGARSS 2023 research track paper: arXiv:2304.13143

Optimal Wildfire Escape Route Planning for Drones under Dynamic Fire and Smoke

Chang Liu, Tamas Sziranyi

专题命中 遥感融合与全色锐化 ：information fusion(abstract)；分类 cs.RO

Comments 6 pages, 8 figures, conference

HyperKon: A Self-Supervised Contrastive Network for Hyperspectral Image Analysis

Daniel L Ayuba, Belen Marti-Cardona, Jean-Yves Guillemaut, Oscar Mendez Maldonado

专题命中 遥感融合与全色锐化 ：pan-sharpening(abstract)；分类 eess.IV

Comments 10 pages, 8 figures

Does complimentary information from multispectral imaging improve face presentation attack detection?

Narayan Vetrekar, Raghavendra Ramachandra, Sushma Venkatesh, Jyoti D. Pawar, R. S. Gad

专题命中 遥感融合与全色锐化 ：image fusion(abstract)；分类 cs.CV

Comments Accepted in International IEEE Applied Sensing Conference (IEEE APSCON) 2024

HeightFormer: A Multilevel Interaction and Image-adaptive Classification-regression Network for Monocular Height Estimation with Aerial Images

Zhan Chen, Yidan Zhang, Xiyu Qi, Yongqiang Mao, Xin Zhou, Lulu Niu, Hui Wu, Lei Wang, Yunping Ge

专题命中 遥感融合与全色锐化 ：sensor fusion(abstract)；分类 cs.CV

Fusion of Satellite Images and Weather Data with Transformer Networks for Downy Mildew Disease Detection

William Maillet, Maryam Ouhami, Adel Hafiane

专题命中 遥感融合与全色锐化 ：multimodal fusion(abstract)；分类 cs.CV

Learning Across Decentralized Multi-Modal Remote Sensing Archives with Federated Learning

Barış Büyüktaş, Gencer Sumbul, Begüm Demir

专题命中 遥感融合与全色锐化 ：multi-modal fusion(abstract)；分类 cs.CV

Comments Accepted at IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2023. Our code is available at https://git.tu-berlin.de/rsim/MM-FL

SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery

Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du

专题命中 遥感融合与全色锐化 ：multimodal fusion(abstract)；分类 cs.CV

Comments The article is accepted by IEEE Transactions on Geoscience and Remote Sensing

Monitoring of Underwater Critical Infrastructures: the Nord Stream and Other Recent Case Studies

Giovanni Soldi, Domenico Gaglione, Simone Raponi, Nicola Forti, Enrica d'Afflisio, Paweł Kowalski, Leonardo M. Millefiori, Dimitris Zissis, Paolo Braca, Peter Willett, Alain Maguer, Sandro Carniel, Giovanni Sembenini, Catherine Warner

专题命中 遥感融合与全色锐化 ：information fusion(abstract)；分类 eess.SP

Credible Remote Sensing Scene Classification Using Evidential Fusion on Aerial-Ground Dual-view Images

Kun Zhao, Qian Gao, Siyuan Hao, Jie Sun, Lijian Zhou

专题命中 遥感融合与全色锐化 ：decision-level fusion(abstract)；分类 cs.CV

Comments 16 pages, 16 figures

PCNet: A Structure Similarity Enhancement Method for Multispectral and Multimodal Image Registration

Si-Yuan Cao, Beinan Yu, Lun Luo, Shu-Jie Chen, Chunguang Li, Hui-Liang Shen

专题命中 遥感融合与全色锐化 ：information fusion(abstract)；分类 cs.CV

Comments 33 pages, 16 figures

Guided Nonlocal Patch Regularization and Efficient Filtering-Based Inversion for Multiband Fusion

Unni V. S., Pravin Nair, Kunal N. Chaudhury

专题命中 遥感融合与全色锐化 ：pansharpening(abstract)；分类 eess.IV

Comments Accepted in IEEE Transactions on Computational Imaging

Multimodal SuperCon: Classifier for Drivers of Deforestation in Indonesia

Bella Septina Ika Hartanti, Valentino Vito, Aniati Murni Arymurthy, Andie Setiyoko

专题命中 遥感融合与全色锐化 ：multimodal fusion(abstract)；分类 cs.CV

Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection

Yifan Zhuang, Ziyuan Pu, Jia Hu, Yinhai Wang

专题命中 遥感融合与全色锐化 ：image fusion(abstract)；分类 cs.CV

Comments 13 pages, 12 figures

Fusion Detection via Distance-Decay IoU and weighted Dempster-Shafer Evidence Theory

Fang Qingyun, Wang Zhaokui

专题命中 遥感融合与全色锐化 ：feature-level fusion(abstract)；分类 cs.CV

Comments 18 pages, 7 pages, under consideration at Journal of Aerospace Information Systems

Weakly Supervised Instance Attention for Multisource Fine-Grained Object Recognition with an Application to Tree Species Classification

Bulut Aygunes, Ramazan Gokberk Cinbis, Selim Aksoy

专题命中 遥感融合与全色锐化 ：feature-level fusion(abstract)；分类 cs.CV

Comments Accepted for publication in ISPRS Journal of Photogrammetry and Remote Sensing

Multi-scale PIIFD for Registration of Multi-source Remote Sensing Images

Chenzhong Gao, Wei Li

专题命中 遥感融合与全色锐化 ：image fusion(abstract)；分类 eess.IV

Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning

Zhiyu Zhu, Junhui Hou, Jie Chen, Huanqiang Zeng, Jiantao Zhou

专题命中 遥感融合与全色锐化 ：image fusion(abstract)；分类 eess.IV

SAR and Optical data fusion based on Anisotropic Diffusion with PCA and Classification using Patch-based with LBP

Achala Shakya, Mantosh Biswas, Mahesh Pal

专题命中 遥感融合与全色锐化 ：image fusion(abstract)；分类 cs.CV

Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks

Heng Zhang, Elisa Fromont, Sébastien Lefevre, Bruno Avignon

专题命中 遥感融合与全色锐化 ：information fusion(abstract)；分类 cs.CV

Comments Accepted by ICIP 2020

HyperFaceNet: A Hyperspectral Face Recognition Method Based on Deep Fusion

Zhicheng Cao, Xi Cen, Liaojun Pang

专题命中 遥感融合与全色锐化 ：image fusion(abstract)；分类 cs.CV

Hyperspectral Super-Resolution with Coupled Tucker Approximation: Recoverability and SVD-based algorithms

Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie

专题命中 遥感融合与全色锐化 ：pansharpening(abstract)；分类 eess.SP

Comments IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, in Press

Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian Detection

Lu Zhang, Xiangyu Zhu, Xiangyu Chen, Xu Yang, Zhen Lei, Zhiyong Liu

专题命中 遥感融合与全色锐化 ：multimodal fusion(abstract)；分类 cs.CV

Comments Accepted by ICCV2019

Online Sensor Hallucination via Knowledge Distillation for Multimodal Image Classification

Saurabh Kumar, Biplab Banerjee, Subhasis Chaudhuri

专题命中 遥感融合与全色锐化 ：information fusion(abstract)；分类 cs.CV

Comments Preprint: Manuscript under revision