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Naoto Yokoya

Independent

Independent

SCHOLARLY PAPERS

4

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886

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Earth Observation for Disaster Mapping: Benchmarks, Methods, Challenges and Future Perspectives

Number of pages: 52 Posted: 12 May 2026
Hongruixuan Chen, Jian Song, Weihao Xuan, Junjue Wang, Heli Qi, Zeqi Zhou, Pengyu Dai, Olivier Dietrich, Erika Gutierrez, Lars Bromly, Edoardo Nemni, Yafei Ou, Jie Zhao, Zhuo Zheng, Yonghao Xu, Ronny Haensch, Ronny Haensch, Wenzhe Jiao, Marco Chini, Claudio Persello, Junshi Xia, Junshi Xia, Shijian Lu, Lixin Wang, Zhe Zhu, Evan Shelhamer, Jocelyn Chanussot, Konrad Schindler, Naoto Yokoya and Naoto Yokoya
RIKEN, the Institute of Physical and Chemical Research, RIKEN, the Institute of Physical and Chemical Research, The University of Tokyo, University of Tokyo, RIKEN, the Institute of Physical and Chemical Research, Brown University, The University of Tokyo, ETH Zurich, United Nations - Institute of Training and Research (UNITAR), United Nations - Institute of Training and Research (UNITAR), Barcelona School of Economics, RIKEN, the Institute of Physical and Chemical Research, Technical University of Munich, Stanford University, Linkoping University, IndependentIndependent, Texas A&M University (TAMU), Central Texas, affiliation not provided to SSRN, University of Twente, IndependentIndependent, Mohamed bin Zayed University of Artificial Intelligence, University of Indianapolis, University of Connecticut, University of British Columbia (UBC), Universite Grenoble-Alpes, Independent and IndependentIndependent
Downloads 705 (107,057)

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Earth observation, natural hazards, disaster mapping, deep learning, foundation models

2.

Generating National Very High-Resolution Land Cover Product of France Without Any Labels: A Comparative Study

Number of pages: 35 Posted: 15 Oct 2024
Junshi Xia, Junshi Xia, Clifford Broni-Bediako, Naoto Yokoya and Naoto Yokoya
IndependentIndependent, affiliation not provided to SSRN and IndependentIndependent
Downloads 76 (830,555)

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Very High-Resolution, land cover, Label-free, OpenEarthMap

3.

Deep Learning for Hyperspectral Video Object Tracking

Number of pages: 39 Posted: 01 Jun 2026
Yuzeng Chen, Qiangqiang Yuan, Naoto Yokoya, Naoto Yokoya, Junjue Wang, Weihao Xuan, Hongruixuan Chen, Zhuo Zheng, Zhuohong Li, Yuqi Tang, Min Chen, Jun Zhou and Liangpei Zhang
Wuhan University, Wuhan University, IndependentIndependent, University of Tokyo, The University of Tokyo, RIKEN, the Institute of Physical and Chemical Research, Stanford University, Duke University, Central South University, University of Wisconsin-Madison, Griffith University and Henan Academy of Sciences
Downloads 64 (1,145,425)

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Hyperspectral Video Object Tracking, Deep Learning, Benchmarks, Spatial-Spectral Fusion, Temporal Modeling

4.

Remote Sensing Image Change Captioning in the Age of Foundation Models

Number of pages: 29 Posted: 01 Jun 2026 Last Revised: 07 Jun 2026
Keyan Chen, Chenyang Liu, Wenyuan Li, Weihao Xuan, Bowen Chen, Zhengxia Zou, Naoto Yokoya, Naoto Yokoya, Shijian Lu and Zhenwei Shi
Nanyang Technological University (NTU) - College of Computing and Data Science, Beihang University (BUAA), The University of Hong Kong, University of Tokyo - The University of Tokyo, Beihang University (BUAA), Beihang University (BUAA), IndependentIndependent, Mohamed bin Zayed University of Artificial Intelligence and Beihang University (BUAA)
Downloads 41 (1,578,975)

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Remote sensing image change captioning, Earth observation foundation models, change detection, multimodal large language models, vision–language models, spatiotemporal reasoning, agentic geospatial intelligence