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2020 – today
- 2023
[j68]Junshi Xia, Naoto Yokoya
, Bruno Adriano, Keiichiro Kanemoto:
National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets. Int. J. Appl. Earth Obs. Geoinformation 117: 103193 (2023)- [j67]Wei He, Tatsumi Uezato, Naoto Yokoya:
Interpretable Deep Attention Prior for Image Restoration and Enhancement. IEEE Trans. Computational Imaging 9: 185-196 (2023) - [c53]Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako:
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. WACV 2023: 6243-6253 - [i36]Wanshui Gan, Ningkai Mo, Hongbin Xu, Naoto Yokoya:
A Simple Attempt for 3D Occupancy Estimation in Autonomous Driving. CoRR abs/2303.10076 (2023) - [i35]Xiaoyu Dong, Naoto Yokoya:
Understanding Dark Scenes by Contrasting Multi-Modal Observations. CoRR abs/2308.12320 (2023) - [i34]Jian Song, Hongruixuan Chen, Naoto Yokoya:
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. CoRR abs/2309.01907 (2023) - [i33]Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing. CoRR abs/2309.06047 (2023) - 2022
- [j66]Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang:
Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 2089-2107 (2022) - [j65]Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao:
Hyperspectral super-resolution via coupled tensor ring factorization. Pattern Recognit. 122: 108280 (2022) - [j64]Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya:
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1643-1655 (2022) - [j63]Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya:
DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2632-2643 (2022) - [j62]Gerald Baier, Antonin Deschemps, Michael Schmitt, Naoto Yokoya:
Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j61]Hongruixuan Chen, Naoto Yokoya, Chen Wu, Bo Du:
Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j60]Xiang Ding, Jian Kang, Zhe Zhang, Yan Huang, Jialin Liu, Naoto Yokoya:
Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j59]Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya:
Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j58]Ying Qu, Hairong Qi, Chiman Kwan, Naoto Yokoya, Jocelyn Chanussot:
Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022) - [j57]Junshi Xia, Naoto Yokoya, Gerald Baier:
DML: Differ-Modality Learning for Building Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j56]Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Naoto Yokoya:
An Iterative Regularization Method Based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j55]Naoto Yokoya, Kazuki Yamanoi, Wei He, Gerald Baier, Bruno Adriano, Hiroyuki Miura, Satoru Oishi:
Breaking Limits of Remote Sensing by Deep Learning From Simulated Data for Flood and Debris-Flow Mapping. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j54]Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang:
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6518-6531 (2022) - [c52]Jian Song, Bruno Adriano, Naoto Yokoya:
"Disaster Detection from SAR Images with Different Off-Nadir Angles Using Unsupervised Image Translation. CDCEO@IJCAI 2022: 14-20 - [c51]Bruno Adriano, Naoto Yokoya, Satoru Oishi:
Predicting Flood Inundation Depth Based-on Machine Learning and Numerical Simulation. CDCEO@IJCAI 2022: 58-64 - [c50]Ningkai Mo, Wanshui Gan, Naoto Yokoya, Shifeng Chen:
ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework. CVPR 2022: 6708-6717 - [c49]Xiaoyu Dong, Naoto Yokoya, Longguang Wang, Tatsumi Uezato:
Learning Mutual Modulation for Self-supervised Cross-Modal Super-Resolution. ECCV (19) 2022: 1-18 - [c48]Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang:
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. ECCV (19) 2022: 19-37 - [c47]Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch:
EOD: The IEEE GRSS Earth Observation Database. IGARSS 2022: 5365-5368 - [e1]Aleksandra Gruca, Caleb Robinson, Naoto Yokoya, Jun Zhou, Pedram Ghamisi:
Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, Austria, July 25th, 2022. CEUR Workshop Proceedings 3207, CEUR-WS.org 2022 [contents] - [d3]Gerald Baier, Antonin Deschemps, Michael Schmitt, Naoto Yokoya:
GeoNRW. IEEE DataPort, 2022
- [d2]Bertrand Le Saux, Naoto Yokoya, Ronny Hänsch, Myron Brown:
Data Fusion Contest 2019 (DFC2019). IEEE DataPort, 2022 - [i32]Ningkai Mo, Wanshui Gan, Naoto Yokoya, Shifeng Chen:
ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework. CoRR abs/2204.01080 (2022) - [i31]Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot:
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion. CoRR abs/2205.03742 (2022) - [i30]Wanshui Gan, Hongbin Xu, Yi Huang, Shifeng Chen, Naoto Yokoya:
V4D: Voxel for 4D Novel View Synthesis. CoRR abs/2205.14332 (2022) - [i29]Xiaoyu Dong, Naoto Yokoya, Longguang Wang, Tatsumi Uezato:
Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution. CoRR abs/2207.09156 (2022) - [i28]Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch:
EOD: The IEEE GRSS Earth Observation Database. CoRR abs/2209.12480 (2022) - [i27]Hongruixuan Chen, Naoto Yokoya, Chen Wu, Bo Du:
Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. CoRR abs/2210.00941 (2022) - [i26]Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako:
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. CoRR abs/2210.10732 (2022) - 2021
- [j53]Mercedes Eugenia Paoletti, Juan Mario Haut, Pedram Ghamisi, Naoto Yokoya, Javier Plaza, Antonio Plaza:
U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 18(7): 1288-1292 (2021) - [j52]Saket Kunwar, Hongyu Chen, Manhui Lin, Hongyan Zhang, Pablo d'Angelo, Daniele Cerra, Seyed Majid Azimi, Myron Brown, Gregory D. Hager, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux:
Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 922-935 (2021) - [j51]Yanchao Lian, Tuo Feng, Jinliu Zhou, Meixia Jia, Aijin Li, Zhaoyang Wu, Licheng Jiao, Myron Brown, Gregory D. Hager, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux:
Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part B. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1158-1170 (2021) - [j50]Caleb Robinson, Kolya Malkin, Nebojsa Jojic, Huijun Chen, Rongjun Qin, Changlin Xiao, Michael Schmitt, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya:
Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3185-3199 (2021) - [j49]Junshi Xia, Naoto Yokoya, Bruno Adriano, Lianchong Zhang, Guoqing Li, Zhigang Wang:
A Benchmark High-Resolution GaoFen-3 SAR Dataset for Building Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5950-5963 (2021) - [j48]Xian Sun, Peijin Wang, Zhiyuan Yan, Wenhui Diao, Xiaonan Lu, Zhujun Yang, Yidan Zhang, Deliang Xiang, Chen Yan, Jie Guo, Bo Dang, Wei Wei, Feng Xu, Cheng Wang, Ronny Hänsch, Martin Weinmann, Naoto Yokoya, Kun Fu:
Automated High-Resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 8922-8940 (2021) - [j47]Yanbiao Ma, Yuxin Li, Kexin Feng, Yu Xia, Qi Huang, Hongyan Zhang, Colin Prieur, Giorgio Licciardi, Hana Malha, Jocelyn Chanussot, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya:
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12375-12385 (2021) - [j46]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu:
Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction. IEEE Trans. Cybern. 51(7): 3602-3615 (2021) - [j45]Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang:
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 59(5): 4340-4354 (2021) - [j44]Danfeng Hong, Jian Kang, Naoto Yokoya, Jocelyn Chanussot:
Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data. IEEE Trans. Geosci. Remote. Sens. 59(5): 4407-4418 (2021) - [j43]Wei He, Naoto Yokoya, Xin Yuan:
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion. IEEE Trans. Image Process. 30: 7170-7183 (2021) - [j42]Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir:
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. IEEE Trans. Neural Networks Learn. Syst. 32(2): 826-840 (2021) - [c46]Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Naoto Yokoya, Bing Zhang:
A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification. WHISPERS 2021: 1-5 - [i25]Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, Liangpei Zhang, Jocelyn Chanussot, Xiao Xiang Zhu:
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. CoRR abs/2103.01449 (2021) - [i24]Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang:
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. CoRR abs/2105.10194 (2021) - [i23]Junshi Xia, Naoto Yokoya, Bruno Adriano:
Building Damage Mapping with Self-PositiveUnlabeled Learning. CoRR abs/2111.02586 (2021) - 2020
- [j41]Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu:
Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 17(8): 1470-1474 (2020) - [j40]Bruno Adriano, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura:
A Semiautomatic Pixel-Object Method for Detecting Landslides Using Multitemporal ALOS-2 Intensity Images. Remote. Sens. 12(3): 561 (2020) - [j39]Tien Dat Pham, Nga Nhu Le, Nam Thang Ha, Luong Viet Nguyen, Junshi Xia, Naoto Yokoya, Tu Trong To, Hong Xuan Trinh, Lap Quoc Kieu, Wataru Takeuchi:
Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam. Remote. Sens. 12(5): 777 (2020) - [j38]Tien Dat Pham, Naoto Yokoya, Junshi Xia, Nam Thang Ha, Nga Nhu Le, Thi Thu Trang Nguyen, Thi Huong Dao, Thi-Huong-Giang Vu, Tien Duc Pham, Wataru Takeuchi:
Comparison of Machine Learning Methods for Estimating Mangrove Above-Ground Biomass Using Multiple Source Remote Sensing Data in the Red River Delta Biosphere Reserve, Vietnam. Remote. Sens. 12(8): 1334 (2020) - [j37]Cheolhee Yoo, Jungho Im, Dongjin Cho, Naoto Yokoya, Junshi Xia, Benjamin Bechtel:
Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days. Remote. Sens. 12(9): 1398 (2020) - [j36]Junshi Xia, Naoto Yokoya, Tien Dat Pham:
Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam. Remote. Sens. 12(22): 3834 (2020) - [j35]Devis Tuia, Ronny Hänsch, Naoto Yokoya, Myron Brown, Bertrand Le Saux:
Foreword to the Special Issue on Computer Vision-Based Approaches for Earth Observation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6515-6518 (2020) - [j34]Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang:
Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition. IEEE Trans. Cybern. 50(8): 3556-3570 (2020) - [j33]Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang, Xi-Le Zhao:
Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 58(2): 1348-1362 (2020) - [j32]Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu:
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58(6): 3791-3808 (2020) - [j31]Gerald Baier, Wei He, Naoto Yokoya:
Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization. IEEE Trans. Geosci. Remote. Sens. 58(11): 7942-7954 (2020) - [j30]Tatsumi Uezato, Naoto Yokoya, Wei He:
Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model. IEEE Trans. Image Process. 29: 3652-3664 (2020) - [j29]Yong Chen, Ting-Zhu Huang, Wei He, Naoto Yokoya, Xi-Le Zhao:
Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition. IEEE Trans. Image Process. 29: 6813-6828 (2020) - [c45]Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He:
Guided Deep Decoder: Unsupervised Image Pair Fusion. ECCV (6) 2020: 87-102 - [c44]Bruno Adriano, Junshi Xia, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura:
Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events. IGARSS 2020: 3751-3754 - [d1]Saurabh Prasad, Bertrand Le Saux, Naoto Yokoya, Ronny Hänsch:
2018 IEEE GRSS Data Fusion Challenge - Fusion of Multispectral LiDAR and Hyperspectral Data. IEEE DataPort, 2020 - [i22]Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao:
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization. CoRR abs/2001.01547 (2020) - [i21]Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir:
Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. CoRR abs/2003.03440 (2020) - [i20]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. CoRR abs/2006.05180 (2020) - [i19]Danfeng Hong, Naoto Yokoya, Gui-Song Xia, Jocelyn Chanussot, Xiao Xiang Zhu:
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data. CoRR abs/2006.13806 (2020) - [i18]Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He:
Guided Deep Decoder: Unsupervised Image Pair Fusion. CoRR abs/2007.11766 (2020) - [i17]Tatsumi Uezato, Naoto Yokoya, Wei He:
Illumination invariant hyperspectral image unmixing based on a digital surface model. CoRR abs/2007.11770 (2020) - [i16]Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang:
More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification. CoRR abs/2008.05457 (2020) - [i15]Bruno Adriano, Naoto Yokoya, Junshi Xia, Hiroyuki Miura, Wen Liu, Masashi Matsuoka, Shunichi Koshimura:
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping. CoRR abs/2009.06200 (2020) - [i14]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu:
Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction. CoRR abs/2009.10003 (2020) - [i13]Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang:
Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. CoRR abs/2010.12921 (2020) - [i12]Gerald Baier, Antonin Deschemps, Michael Schmitt, Naoto Yokoya:
Building a Parallel Universe Image Synthesis from Land Cover Maps and Auxiliary Raster Data. CoRR abs/2011.11314 (2020) - [i11]Wei He, Naoto Yokoya, Xin Yuan:
Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging. CoRR abs/2012.15104 (2020)
2010 – 2019
- 2019
- [j28]Tien-Dat Pham, Naoto Yokoya, Dieu Tien Bui, Kunihiko Yoshino, Daniel A. Friess:
Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges. Remote. Sens. 11(3): 230 (2019) - [j27]Bruno Adriano, Junshi Xia, Gerald Baier, Naoto Yokoya, Shunichi Koshimura:
Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia. Remote. Sens. 11(7): 886 (2019) - [j26]Alim Samat, Naoto Yokoya, Peijun Du, Sicong Liu, Long Ma, Yongxiao Ge, Gulnura Issanova, Abdula Saparov, Jilili Abuduwaili, Cong Lin:
Direct, ECOC, ND and END Frameworks - Which One Is the Best? An Empirical Study of Sentinel-2A MSIL1C Image Classification for Arid-Land Vegetation Mapping in the Ili River Delta, Kazakhstan. Remote. Sens. 11(16): 1953 (2019) - [j25]Yushi Chen, Lingbo Huang, Lin Zhu, Naoto Yokoya, Xiuping Jia:
Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning. Remote. Sens. 11(22): 2690 (2019) - [j24]Yonghao Xu, Bo Du, Liangpei Zhang, Daniele Cerra, Miguel Pato, Emiliano Carmona, Saurabh Prasad, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux:
Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(6): 1709-1724 (2019) - [j23]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu:
CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences. IEEE Trans. Geosci. Remote. Sens. 57(7): 4349-4359 (2019) - [j22]Wei He, Naoto Yokoya, Longhao Yuan, Qibin Zhao:
Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation. IEEE Trans. Geosci. Remote. Sens. 57(11): 8998-9009 (2019) - [j21]Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu:
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing. IEEE Trans. Image Process. 28(4): 1923-1938 (2019) - [c43]Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao:
Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. CVPR 2019: 6868-6877 - [c42]Wei He, Longhao Yuan, Naoto Yokoya:
Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction. ICASSP 2019: 8603-8607 - [c41]Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang:
Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration. IGARSS 2019: 234-237 - [c40]Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Uta Heiden, Wieke Heldens, Xiao Xiang Zhu:
WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery. IGARSS 2019: 373-376 - [c39]Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang:
Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery. IGARSS 2019: 1970-1973 - [c38]Junshi Xia, Bruno Adriano, Gerald Baier, Naoto Yokoya:
Building Damage Mapping Via Transfer Learning. IGARSS 2019: 4841-4844 - [c37]Bruno Adriano, Naoto Yokoya, Junshi Xia, Gerald Baier, Shunichi Koshimura:
Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images. IGARSS 2019: 4947-4950 - [c36]Gerald Baier, Wei He, Bruno Adriano, Junshi Xia, Naoto Yokoya:
Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. IGARSS 2019: 5205-5208 - [c35]Tatsuya Yamada, Naoto Yokoya, Takeo Tadono, Akira Iwasaki:
Land Cover Mapping without Human Annotation. IGARSS 2019: 5956-5959 - [c34]Tien Dat Pham, Junshi Xia, Gerald Baier, Nga Nhu Le, Naoto Yokoya:
Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam. IGARSS 2019: 6102-6105 - [c33]Kazuhiro Abe, Chikara Nakamura, Yosuke Otsubo, Tetsuya Koike, Naoto Yokoya:
Spectator Excitement Detection in Small-scale Sports Events. MMSports@MM 2019: 100-107 - [i10]Danfeng Hong, Naoto Yokoya, Nan Ge, Jocelyn Chanussot, Xiao Xiang Zhu:
Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification. CoRR abs/1901.02838 (2019) - [i9]Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu:
Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data. CoRR abs/1912.08837 (2019) - [i8]Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu:
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. CoRR abs/1912.08847 (2019) - 2018
- [j20]Wei He, Naoto Yokoya:
Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation. ISPRS Int. J. Geo Inf. 7(10): 389 (2018) - [j19]Pedram Ghamisi, Naoto Yokoya:
IMG2DSM: Height Simulation From Single Imagery Using Conditional Generative Adversarial Net. IEEE Geosci. Remote. Sens. Lett. 15(5): 794-798 (2018) - [j18]Junshi Xia, Naoto Yokoya, Akira Iwasaki:
Fusion of Hyperspectral and LiDAR Data With a Novel Ensemble Classifier. IEEE Geosci. Remote. Sens. Lett. 15(6): 957-961 (2018) - [j17]Naoto Yokoya, Pedram Ghamisi, Junshi Xia, Sergey Sukhanov, Roel Heremans, Ivan Tankoyeu, Benjamin Bechtel, Bertrand Le Saux, Gabriele Moser, Devis Tuia:
Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(5): 1363-1377 (2018) - [j16]Junshi Xia, Pedram Ghamisi, Naoto Yokoya