Rchr
J-GLOBAL ID：201801000174997797
Update date: Nov. 25, 2024
Yokoya Naoto
Yokoya Naoto
Affiliation and department：
Job title：
Associate Professor
Other affiliations (1)：
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RIKEN
Center for Advanced Intelligence Project
Team Leader
Research field (1)：
Perceptual information processing
Research theme for competitive and other funds (5)：
- 2022 - 2026 3D land cover mapping from satellite imagery by weakly supervised learning
- 2021 - 2024 Spectral factorization using the spatial localization of constituents in foods and biomass
- 2019 - 2022 Monitoring and rapid identification of landslide disaster by fusion analysis of sensing and simulation technologies
- 2018 - 2021 Development of intelligent earth observation system based on incomplete data reconstruction and automatic selection of training samples
- 2015 - 2018 Multidimensional high-resolution remote sensing based on spectral data fusion
Papers (220)：
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Calimanut Ionut Cira, Miguel Angel Manso Callejo, Naoto Yokoya, Tudor Sălăgean, Ana Cornelia BADEA. Impact of Tile Size and Tile Overlap on the Prediction Performance of Convolutional Neural Networks Trained for Road Classification. Remote Sensing. 2024
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Wanshui Gan, Hongbin Xu, Yi Huang, Shifeng Chen, Naoto Yokoya. V4D: Voxel for 4D Novel View Synthesis. IEEE Trans. Vis. Comput. Graph. 2024. 30. 2. 1579-1591
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Chen, H., Lan, C., Song, J., Broni-Bediako, C., Xia, J., Yokoya, N. ObjFormer: Learning Land-Cover Changes from Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer. IEEE Transactions on Geoscience and Remote Sensing. 2024. 62
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Zhang, X., Yokoya, N., Gu, X., Tian, Q., Bruzzone, L. Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation. IEEE Transactions on Geoscience and Remote Sensing. 2024. 62
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Broni-Bediako, C., Xia, J., Song, J., Chen, H., Siam, M., Yokoya, N. Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. IEEE Geoscience and Remote Sensing Letters. 2024
ｍore...
MISC (5)：
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Naoto Yokoya, Kazuki Yamanoi, Wei He, Gerald Baier, Bruno Adriano, Hiroyuki Miura, Satoru Oishi. Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping. IEEE Transactions on Geoscience and Remote Sensing. 2020. 60. 1-15
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Pedram Ghamisi, Behnood Rasti, Naoto Yokoya, Qunming Wang, Bernhard Hofle, Lorenzo Bruzzone, Francesca Bovolo, Mingmin Chi, Katharina Anders, Richard Gloaguen, et al. Multisource and multitemporal data fusion in remote sensing: A comprehensive review of the state of the art. IEEE Geoscience and Remote Sensing Magazine. 2019. 7. 1. 6-39
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Akira Hirose, Ryo Natsuaki, Takuya Sakamoto, Motoyuki Sato, Ryoichi Sato, Fang Shang, Josaphat T.S. Sumantyo, Junichi Susaki, Kei Suwa, Takeo Tadono, et al. IGARSS 2019 in Yokohama, Japan: Events and New Directions [Conference Reports]. IEEE Geoscience and Remote Sensing Magazine. 2019. 7. 4. 37-48
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Pedram Ghamisi, Naoto Yokoya, Jun Li, Wenzhi Liao, Sicong Liu, Javier Plaza, Behnood Rasti, Antonio Plaza. Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art. IEEE Geoscience and Remote Sensing Magazine. 2017. 5. 4. 37-78
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Naoto Yokoya, Akira Iwasaki, Dep. of Advanced Interdisciplinary Studies Graduate School of Engineering the University of Tokyo, Dep. of Advanced Interdisciplinary Studies Graduate School of Engineering the University of Tokyo. Hyperspectral Image Processing for Advanced Earth Observation(<Special Issue>AI Technology Advancing into Space). 2014. 29. 4. 357-365
Professional career (1)：
Awards (4)：
- 2024/11 - Clarivate Highly Cited Researchers 2024
- 2024/04 - MEXT Young Scientists' Prize
- 2023/11 - Clarivate Highly Cited Researchers 2023
- 2022/11 - Clarivate Highly Cited Researchers 2022
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