Naoto Yokoya - RankMe

239 papers A* 7A 5B 3C 30Misc 2Journal 171Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Ziyang Gong, Zhixiang Wei, Di Wang, Xiaoxing Hu, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Xue Yang, Naoto Yokoya, Jing Zhang, Bo Du, Junchi Yan, Liangpei Zhang
2026	J	`jnl`	Direction-aware 3D Large Multimodal Models. CoRR Quan Liu, Weihao Xuan, Junjue Wang, Naoto Yokoya, Ling Shao, Shijian Lu
2026	J	`jnl`	Enhancing 3D LiDAR Segmentation by Shaping Dense and Accurate 2D Semantic Predictions. CoRR Xiaoyu Dong, Tiankui Xian, Wanshui Gan, Naoto Yokoya
2026	J	`jnl`	Experience-Driven Multi-Agent Systems Are Training-free Context-aware Earth Observers. CoRR Pengyu Dai, Weihao Xuan, Junjue Wang, Hongruixuan Chen, Jian Song, Yafei Ou, Naoto Yokoya
2026	A*	`conf`	LandCraft: Designing the Structured 3D Landscapes via Text Guidance. AAAI Zhihao Liu, Fang Liu, Weihao Xuan, Naoto Yokoya
2026	J	`jnl`	MM-OVSeg:Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing. CoRR Yimin Wei, Aoran Xiao, Hongruixuan Chen, Junshi Xia, Naoto Yokoya
2026	J	`jnl`	OpenEarth-Agent: From Tool Calling to Tool Creation for Open-Environment Earth Observation. CoRR Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Xinyu Gu, Zhe Jiang, Fenghua Ling, Ben Fei, Wenlong Zhang, Junjue Wang, Weihao Xuan, Pengfeng Xiao, Naoto Yokoya, Lei Bai
2026	J	`jnl`	Robust Self-Supervised Cross-Modal Super-Resolution against Real-World Misaligned Observations. CoRR Xiaoyu Dong, Jiahuan Li, Ziteng Cui, Naoto Yokoya
2026	J	`jnl`	The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents. CoRR Weihao Xuan, Qingcheng Zeng, Heli Qi, Yunze Xiao, Junjue Wang, Naoto Yokoya
2025	J	`jnl`	A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges. CoRR Lei Ding, Danfeng Hong, Maofan Zhao, Hongruixuan Chen, Chenyu Li, Jie Deng, Naoto Yokoya, Lorenzo Bruzzone, Jocelyn Chanussot
2025	J	`jnl`	A Vision Centric Remote Sensing Benchmark. CoRR Abduljaleel Adejumo, Faegheh Yeganli, Clifford Broni-Bediako, Aoran Xiao, Naoto Yokoya, Mennatullah Siam
2025	J	`jnl`	BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. CoRR Hongruixuan Chen, Jian Song, Olivier Dietrich, Clifford Broni-Bediako, Weihao Xuan, Junjue Wang, Xinlei Shao, Yimin Wei, Junshi Xia, Cuiling Lan, Konrad Schindler, Naoto Yokoya
2025	J	`jnl`	CoMiX: Cross-Modal Fusion With Deformable Convolutions for HSI-X Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. Xuming Zhang, Naoto Yokoya, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone
2025	J	`jnl`	Cross-Scale Style-Guided Enhancement for Underwater Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Jingchun Zhou, Dehuan Zhang, Xingcheng Han, Jin Lu, Qiuping Jiang, Gemine Vivone, Naoto Yokoya
2025	J	`jnl`	DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response. CoRR Junjue Wang, Weihao Xuan, Heli Qi, Zhihao Liu, Kunyi Liu, Yuhan Wu, Hongruixuan Chen, Jian Song, Junshi Xia, Zhuo Zheng, Naoto Yokoya
2025	J	`jnl`	DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding. CoRR Weihao Xuan, Junjue Wang, Heli Qi, Zihang Chen, Zhuo Zheng, Yanfei Zhong, Junshi Xia, Naoto Yokoya
2025	J	`jnl`	Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction. CoRR Jian Song, Hongruixuan Chen, Naoto Yokoya
2025	J	`jnl`	Geo3DVQA: Evaluating Vision-Language Models for 3D Geospatial Reasoning from Aerial Imagery. CoRR Mai Tsujimoto, Junjue Wang, Weihao Xuan, Naoto Yokoya
2025	J	`jnl`	HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
2025	J	`jnl`	Hyperspectral Imaging. CoRR Danfeng Hong, Chenyu Li, Naoto Yokoya, Bing Zhang, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2025	J	`jnl`	Inter-Sensor High-Resolution and Multi-Temporal Image Fusion for Unsupervised Domain Adaptation in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. Damian Ibañez, Junshi Xia, Naoto Yokoya, Filiberto Pla, Rubén Fernández-Beltran
2025	J	`jnl`	Is Pre-training Applicable to the Decoder for Dense Prediction? CoRR Chao Ning, Wanshui Gan, Weihao Xuan, Naoto Yokoya
2025	J	`jnl`	Joint Super-Resolution and Segmentation for 1-m Impervious Surface Area Mapping in China's Yangtze River Economic Belt. CoRR Jie Deng, Danfeng Hong, Chenyu Li, Naoto Yokoya
2025	A	`conf`	LR IROS Chao Ning, Weihao Xuan, Wanshui Gan, Naoto Yokoya
2025	J	`jnl`	MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration. CoRR Zhehui Wu, Yong Chen, Naoto Yokoya, Wei He
2025	J	`jnl`	MambaX: Image Super-Resolution with State Predictive Control. CoRR Chenyu Li, Danfeng Hong, Bing Zhang, Zhaojie Pan, Naoto Yokoya, Jocelyn Chanussot
2025	J	`jnl`	Multi-modal consistent loss diffusion model for Sentinel-3 single image super resolution. Neural Comput. Appl. Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya, Junshi Xia
2025	J	`jnl`	Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jiepan Li, He Huang, Yu Xia, Xian Xu, Yingxin Wu, Qi Guo, Yinhe Liu, Yanfei Zhong, Jeongho Min, Sungbin Son, Hyeonjin Kim, Jaejun Yoo, Gemine Vivone, Chenyu Li, Wei He, Renwei Dian, Hao Liu, Haipeng Wang, Kan Wei, A. K. Qin, Naoto Yokoya, Shutao Li, Jocelyn Chanussot, Danfeng Hong
2025	A*	`conf`	Neural Hierarchical Decomposition for Single Image Plant Modeling. CVPR Zhihao Liu, Zhanglin Cheng, Naoto Yokoya
2025	J	`jnl`	OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. CoRR Junshi Xia, Hongruixuan Chen, Clifford Broni-Bediako, Yimin Wei, Jian Song, Naoto Yokoya
2025	J	`jnl`	Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards. CoRR Aaron Tu, Weihao Xuan, Heli Qi, Xu Huang, Qingcheng Zeng, Shayan Talaei, Yijia Xiao, Peng Xia, Xiangru Tang, Yuchen Zhuang, Bing Hu, Hanqun Cao, Wenqi Shi, Tianang Leng, Rui Yang, Yingjian Chen, Ziqi Wang, Irene Li, Nan Liu, Huaxiu Yao, Li Erran Li, Ge Liu, Amin Saberi, Naoto Yokoya, Jure Leskovec, Yejin Choi, Fang Wu
2025	J	`jnl`	SAR and Social-Media-Based Change Detection With Dual-Threshold Fusion for Flood Inundation Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Heng Huang, Yan Yu, Tao Chen, Naoto Yokoya, Jun Li, Antonio Plaza
2025	J	`jnl`	SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding. CoRR Yimin Wei, Aoran Xiao, Yexian Ren, Yuting Zhu, Hongruixuan Chen, Junshi Xia, Naoto Yokoya
2025	A*	`conf`	Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models. EMNLP Weihao Xuan, Qingcheng Zeng, Heli Qi, Junjue Wang, Naoto Yokoya
2025	J	`jnl`	Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models. CoRR Weihao Xuan, Qingcheng Zeng, Heli Qi, Junjue Wang, Naoto Yokoya
2025	A	`conf`	Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance. WACV Jiahuan Li, Xiaoyu Dong, Wei He, Naoto Yokoya
2024	J	`jnl`	A Comprehensive Framework for 3D Occupancy Estimation in Autonomous Driving. IEEE Trans. Intell. Veh. Wanshui Gan, Ningkai Mo, Hongbin Xu, Naoto Yokoya
2024	J	`jnl`	A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Jin-Liang Xiao, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction. Inf. Fusion Wei He, Zongliang Wu, Naoto Yokoya, Xin Yuan
2024	J	`jnl`	BD-SKUNet: Selective-Kernel UNets for Building Damage Assessment in High-Resolution Satellite Images. Remote. Sens. Seyed Ali Ahmadi, Ali Mohammadzadeh, Naoto Yokoya, Arsalan Ghorbanian
2024	J	`jnl`	Change Detection Between Optical Remote Sensing Imagery and Map Data via Segment Anything Model (SAM). CoRR Hongruixuan Chen, Jian Song, Naoto Yokoya
2024	C	`conf`	Change Detection between Optical Remote Sensing Imagery and Map Data Via Segment Anything Model (SAM). IGARSS Hongruixuan Chen, Jian Song, Naoto Yokoya
2024	J	`jnl`	ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model. CoRR Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. CoRR Ziyang Gong, Zhixiang Wei, Di Wang, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Naoto Yokoya, Jing Zhang, Bo Du, Liangpei Zhang
2024	A*	`conf`	DeepTreeSketch: Neural Graph Prediction for Faithful 3D Tree Modeling from Sketches. CHI Zhihao Liu, Yu Li, Fangyuan Tu, Ruiyuan Zhang, Zhanglin Cheng, Naoto Yokoya
2024	J	`jnl`	Foundation Models for Remote Sensing and Earth Observation: A Survey. CoRR Aoran Xiao, Weihao Xuan, Junjue Wang, Jiaxing Huang, Dacheng Tao, Shijian Lu, Naoto Yokoya
2024	J	`jnl`	Frequency-Based Optimal Style Mix for Domain Generalization in Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Reo Iizuka, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting. CoRR Wanshui Gan, Fang Liu, Hongbin Xu, Ningkai Mo, Naoto Yokoya
2024	J	`jnl`	Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. CoRR Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya
2024	J	`jnl`	Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. IEEE Geosci. Remote. Sens. Lett. Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya
2024	J	`jnl`	Guest Editorial: Advanced image restoration and enhancement in the wild. IET Comput. Vis. Longguang Wang, Juncheng Li, Naoto Yokoya, Radu Timofte, Yulan Guo
2024	J	`jnl`	HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
2024	J	`jnl`	Impact of Tile Size and Tile Overlap on the Prediction Performance of Convolutional Neural Networks Trained for Road Classification. Remote. Sens. Calimanut-Ionut Cira, Miguel-Ángel Manso-Callejo, Naoto Yokoya, Tudor Salagean, Ana-Cornelia Badea
2024	J	`jnl`	Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation. CoRR Xuming Zhang, Naoto Yokoya, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone
2024	J	`jnl`	Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. Xuming Zhang, Naoto Yokoya, Xingfa Gu, Qingjiu Tian, Lorenzo Bruzzone
2024	J	`jnl`	ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2024	C	`conf`	OpenEarthMap Benchmark Suite and Its Applications. IGARSS Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako, Jian Song, Hongruixuan Chen
2024	J	`jnl`	Segment Anything with Multiple Modalities. CoRR Aoran Xiao, Weihao Xuan, Heli Qi, Yun Xing, Naoto Yokoya, Shijian Lu
2024	J	`jnl`	SpectralGPT: Spectral Remote Sensing Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2024	J	`jnl`	Submeter-level land cover mapping of Japan. Int. J. Appl. Earth Obs. Geoinformation Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako
2024	A*	`conf`	SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. NeurIPS Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. CoRR Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya
2024	A	`conf`	SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. WACV Jian Song, Hongruixuan Chen, Naoto Yokoya
2024	J	`jnl`	Towards Robustness and Efficiency of Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration. IEEE Trans. Computational Imaging Xiang Ding, Jian Kang, Yusong Bai, Anping Zhang, Jialin Liu, Naoto Yokoya
2024	A	`conf`	Understanding Dark Scenes by Contrasting Multi-Modal Observations. WACV Xiaoyu Dong, Naoto Yokoya
2024	—	`conf`	Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. CVPR Workshops Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. CoRR Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	V4D: Voxel for 4D Novel View Synthesis. IEEE Trans. Vis. Comput. Graph. Wanshui Gan, Hongbin Xu, Yi Huang, Shifeng Chen, Naoto Yokoya
2024	C	`conf`	When Daformer Meets Multi-Modality Datasets. IGARSS Damian Ibañez, Junshi Xia, Naoto Yokoya
2023	J	`jnl`	A Simple Attempt for 3D Occupancy Estimation in Autonomous Driving. CoRR Wanshui Gan, Ningkai Mo, Hongbin Xu, Naoto Yokoya
2023	C	`conf`	Combining Deep Learning and Numerical Simulation to Predict Flood Inundation Depth. IGARSS Bruno Adriano, Naoto Yokoya, Kazuki Yamanoi, Satoru Oishi
2023	J	`jnl`	Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion. IEEE Trans. Geosci. Remote. Sens. Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
2023	J	`jnl`	Enhancing Monocular Height Estimation from Aerial Images with Street-view Images. CoRR Xiaomou Hou, Wanshui Gan, Naoto Yokoya
2023	J	`jnl`	Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange. CoRR Hongruixuan Chen, Jian Song, Chen Wu, Bo Du, Naoto Yokoya
2023	J	`jnl`	Flooding Regularization for Stable Training of Generative Adversarial Networks. CoRR Iu Yahiro, Takashi Ishida, Naoto Yokoya
2023	J	`jnl`	Guest Editorial: Spectral imaging powered computer vision. IET Comput. Vis. Jun Zhou, Fengchao Xiong, Lei Tong, Naoto Yokoya, Pedram Ghamisi
2023	J	`jnl`	Interpretable Deep Attention Prior for Image Restoration and Enhancement. IEEE Trans. Computational Imaging Wei He, Tatsumi Uezato, Naoto Yokoya
2023	J	`jnl`	LaMIE: Large-Dimensional Multipass InSAR Phase Estimation for Distributed Scatterers. IEEE Trans. Geosci. Remote. Sens. Yusong Bai, Jian Kang, Xiang Ding, Anping Zhang, Zhe Zhang, Naoto Yokoya
2023	J	`jnl`	Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer. CoRR Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2023	J	`jnl`	National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets. Int. J. Appl. Earth Obs. Geoinformation Junshi Xia, Naoto Yokoya, Bruno Adriano, Keiichiro Kanemoto
2023	A	`conf`	OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. WACV Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako
2023	J	`jnl`	Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing. CoRR Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2023	J	`jnl`	SpectralGPT: Spectral Foundation Model. CoRR Danfeng Hong, Bing Zhang, Xuyang Li, Yuxuan Li, Chenyu Li, Jing Yao, Naoto Yokoya, Hao Li, Pedram Ghamisi, Xiuping Jia, Antonio Plaza, Paolo Gamba, Jón Atli Benediktsson, Jocelyn Chanussot
2023	J	`jnl`	Submeter-level Land Cover Mapping of Japan. CoRR Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako
2023	J	`jnl`	SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. CoRR Jian Song, Hongruixuan Chen, Naoto Yokoya
2023	J	`jnl`	TR-STF: a fast and accurate tensor ring decomposition algorithm via defined scaled tri-factorization. Comput. Appl. Math. Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou, Naoto Yokoya
2023	J	`jnl`	Understanding Dark Scenes by Contrasting Multi-Modal Observations. CoRR Xiaoyu Dong, Naoto Yokoya
2022	—	`conf`	"Disaster Detection from SAR Images with Different Off-Nadir Angles Using Unsupervised Image Translation. CDCEO@IJCAI Jian Song, Bruno Adriano, Naoto Yokoya
2022	J	`jnl`	An Iterative Regularization Method Based on Tensor Subspace Representation for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Naoto Yokoya
2022	J	`jnl`	Breaking Limits of Remote Sensing by Deep Learning From Simulated Data for Flood and Debris-Flow Mapping. IEEE Trans. Geosci. Remote. Sens. Naoto Yokoya, Kazuki Yamanoi, Wei He, Gerald Baier, Bruno Adriano, Hiroyuki Miura, Satoru Oishi
2022	J	`jnl`	Coherence-Guided Complex Convolutional Sparse Coding for Interferometric Phase Restoration. IEEE Trans. Geosci. Remote. Sens. Xiang Ding, Jian Kang, Zhe Zhang, Yan Huang, Jialin Liu, Naoto Yokoya
2022	J	`jnl`	DAT-CNN: Dual Attention Temporal CNN for Time-Resolving Sentinel-3 Vegetation Indices. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya
2022	J	`jnl`	DML: Differ-Modality Learning for Building Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Naoto Yokoya, Gerald Baier
2022	J	`jnl`	Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion. CoRR Danfeng Hong, Jing Yao, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
2022	C	`conf`	EOD: The IEEE GRSS Earth Observation Database. IGARSS Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch
2022	J	`jnl`	EOD: The IEEE GRSS Earth Observation Database. CoRR Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch
2022	A*	`conf`	ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework. CVPR Ningkai Mo, Wanshui Gan, Naoto Yokoya, Shifeng Chen
2022	J	`jnl`	ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework. CoRR Ningkai Mo, Wanshui Gan, Naoto Yokoya, Shifeng Chen
2022	J	`jnl`	Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. IEEE Trans. Neural Networks Learn. Syst. Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang
2022	J	`jnl`	Hyperspectral super-resolution via coupled tensor ring factorization. Pattern Recognit. Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao
2022	J	`jnl`	Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution. CoRR Xiaoyu Dong, Naoto Yokoya, Longguang Wang, Tatsumi Uezato
2022	—	`conf`	Learning Mutual Modulation for Self-supervised Cross-Modal Super-Resolution. ECCV (19) Xiaoyu Dong, Naoto Yokoya, Longguang Wang, Tatsumi Uezato
2022	J	`jnl`	Masked Auto-Encoding Spectral-Spatial Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya
2022	J	`jnl`	Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
2022	J	`jnl`	OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. CoRR Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako
2022	—	`conf`	Predicting Flood Inundation Depth Based-on Machine Learning and Numerical Simulation. CDCEO@IJCAI Bruno Adriano, Naoto Yokoya, Satoru Oishi
2022	—	`ed.`	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. CDCEO@IJCAI Aleksandra Gruca, Caleb Robinson, Naoto Yokoya, Jun Zhou, Pedram Ghamisi
2022	—	`conf`	Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. ECCV (19) Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang
2022	J	`jnl`	Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data. IEEE Trans. Geosci. Remote. Sens. Gerald Baier, Antonin Deschemps, Michael Schmitt, Naoto Yokoya
2022	J	`jnl`	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. Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2022	J	`jnl`	Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. CoRR Hongruixuan Chen, Naoto Yokoya, Chen Wu, Bo Du
2022	J	`jnl`	Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Naoto Yokoya, Chen Wu, Bo Du
2022	J	`jnl`	Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net. IEEE Trans. Geosci. Remote. Sens. Ying Qu, Hairong Qi, Chiman Kwan, Naoto Yokoya, Jocelyn Chanussot
2022	J	`jnl`	V4D: Voxel for 4D Novel View Synthesis. CoRR Wanshui Gan, Hongbin Xu, Yi Huang, Shifeng Chen, Naoto Yokoya
2021	J	`jnl`	A Benchmark High-Resolution GaoFen-3 SAR Dataset for Building Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Junshi Xia, Naoto Yokoya, Bruno Adriano, Lianchong Zhang, Guoqing Li, Zhigang Wang
2021	—	`conf`	A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification. WHISPERS Danfeng Hong, Lianru Gao, Xin Wu, Jing Yao, Naoto Yokoya, Bing Zhang
2021	J	`jnl`	Automated High-Resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 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
2021	J	`jnl`	Building Damage Mapping with Self-PositiveUnlabeled Learning. CoRR Junshi Xia, Naoto Yokoya, Bruno Adriano
2021	J	`jnl`	Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing. CoRR Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang
2021	J	`jnl`	Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion. IEEE Trans. Image Process. Wei He, Naoto Yokoya, Xin Yuan
2021	J	`jnl`	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. Caleb Robinson, Kolya Malkin, Nebojsa Jojic, Huijun Chen, Rongjun Qin, Changlin Xiao, Michael Schmitt, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2021	J	`jnl`	Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data. IEEE Trans. Geosci. Remote. Sens. Danfeng Hong, Jian Kang, Naoto Yokoya, Jocelyn Chanussot
2021	J	`jnl`	Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. CoRR Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, Liangpei Zhang, Jocelyn Chanussot, Xiao Xiang Zhu
2021	J	`jnl`	Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction. IEEE Trans. Cybern. Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu
2021	J	`jnl`	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. 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
2021	J	`jnl`	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. 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
2021	J	`jnl`	Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. IEEE Trans. Neural Networks Learn. Syst. Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir
2021	J	`jnl`	More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification. IEEE Trans. Geosci. Remote. Sens. Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang
2021	J	`jnl`	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. 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
2021	J	`jnl`	U-IMG2DSM: Unpaired Simulation of Digital Surface Models With Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. Mercedes Eugenia Paoletti, Juan Mario Haut, Pedram Ghamisi, Naoto Yokoya, Javier Plaza, Antonio Plaza
2020	J	`jnl`	A Semiautomatic Pixel-Object Method for Detecting Landslides Using Multitemporal ALOS-2 Intensity Images. Remote. Sens. Bruno Adriano, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura
2020	J	`jnl`	Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping. CoRR Naoto Yokoya, Kazuki Yamanoi, Wei He, Gerald Baier, Bruno Adriano, Hiroyuki Miura, Satoru Oishi
2020	J	`jnl`	Building a Parallel Universe Image Synthesis from Land Cover Maps and Auxiliary Raster Data. CoRR Gerald Baier, Antonin Deschemps, Michael Schmitt, Naoto Yokoya
2020	J	`jnl`	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. 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
2020	C	`conf`	Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events. IGARSS Bruno Adriano, Junshi Xia, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura
2020	J	`jnl`	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. 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
2020	J	`jnl`	Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days. Remote. Sens. Cheolhee Yoo, Jungho Im, Dongjin Cho, Naoto Yokoya, Junshi Xia, Benjamin Bechtel
2020	J	`jnl`	Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging. CoRR Wei He, Naoto Yokoya, Xin Yuan
2020	J	`jnl`	Foreword to the Special Issue on Computer Vision-Based Approaches for Earth Observation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Devis Tuia, Ronny Hänsch, Naoto Yokoya, Myron Brown, Bertrand Le Saux
2020	—	`conf`	Guided Deep Decoder: Unsupervised Image Pair Fusion. ECCV (6) Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He
2020	J	`jnl`	Guided Deep Decoder: Unsupervised Image Pair Fusion. CoRR Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He
2020	J	`jnl`	Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition. IEEE Trans. Image Process. Yong Chen, Ting-Zhu Huang, Wei He, Naoto Yokoya, Xi-Le Zhao
2020	J	`jnl`	Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition. IEEE Trans. Cybern. Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang
2020	J	`jnl`	Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization. CoRR Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao
2020	J	`jnl`	Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model. IEEE Trans. Image Process. Tatsumi Uezato, Naoto Yokoya, Wei He
2020	J	`jnl`	Illumination invariant hyperspectral image unmixing based on a digital surface model. CoRR Tatsumi Uezato, Naoto Yokoya, Wei He
2020	J	`jnl`	Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu
2020	J	`jnl`	Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction. CoRR Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu
2020	J	`jnl`	Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration. CoRR Jian Kang, Danfeng Hong, Jialin Liu, Gerald Baier, Naoto Yokoya, Begüm Demir
2020	J	`jnl`	Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping. CoRR Bruno Adriano, Naoto Yokoya, Junshi Xia, Hiroyuki Miura, Wen Liu, Masashi Matsuoka, Shunichi Koshimura
2020	J	`jnl`	Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu
2020	J	`jnl`	More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification. CoRR Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang
2020	J	`jnl`	Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. CoRR Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
2020	J	`jnl`	Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang, Xi-Le Zhao
2020	J	`jnl`	Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam. Remote. Sens. Junshi Xia, Naoto Yokoya, Tien Dat Pham
2020	J	`jnl`	Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization. IEEE Trans. Geosci. Remote. Sens. Gerald Baier, Wei He, Naoto Yokoya
2020	J	`jnl`	X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data. CoRR Danfeng Hong, Naoto Yokoya, Gui-Song Xia, Jocelyn Chanussot, Xiao Xiang Zhu
2019	J	`jnl`	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. Yonghao Xu, Bo Du, Liangpei Zhang, Daniele Cerra, Miguel Pato, Emiliano Carmona, Saurabh Prasad, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux
2019	J	`jnl`	An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing. IEEE Trans. Image Process. Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2019	C	`conf`	Building Damage Mapping Via Transfer Learning. IGARSS Junshi Xia, Bruno Adriano, Gerald Baier, Naoto Yokoya
2019	J	`jnl`	CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences. IEEE Trans. Geosci. Remote. Sens. Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2019	C	`conf`	Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images. IGARSS Bruno Adriano, Naoto Yokoya, Junshi Xia, Gerald Baier, Shunichi Koshimura
2019	J	`jnl`	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. Alim Samat, Naoto Yokoya, Peijun Du, Sicong Liu, Long Ma, Yongxiao Ge, Gulnura Issanova, Abdula Saparov, Jilili Abuduwaili, Cong Lin
2019	J	`jnl`	Fine-Grained Classification of Hyperspectral Imagery Based on Deep Learning. Remote. Sens. Yushi Chen, Lingbo Huang, Lin Zhu, Naoto Yokoya, Xiuping Jia
2019	J	`jnl`	Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification. CoRR Danfeng Hong, Xin Wu, Pedram Ghamisi, Jocelyn Chanussot, Naoto Yokoya, Xiao Xiang Zhu
2019	C	`conf`	Land Cover Mapping without Human Annotation. IGARSS Tatsuya Yamada, Naoto Yokoya, Takeo Tadono, Akira Iwasaki
2019	J	`jnl`	Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification. CoRR Danfeng Hong, Naoto Yokoya, Nan Ge, Jocelyn Chanussot, Xiao Xiang Zhu
2019	J	`jnl`	Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data. CoRR Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Jian Kang, Xiao Xiang Zhu
2019	C	`conf`	Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam. IGARSS Tien Dat Pham, Junshi Xia, Gerald Baier, Nga Nhu Le, Naoto Yokoya
2019	J	`jnl`	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. Bruno Adriano, Junshi Xia, Gerald Baier, Naoto Yokoya, Shunichi Koshimura
2019	A*	`conf`	Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. CVPR Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao
2019	J	`jnl`	Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges. Remote. Sens. Tien-Dat Pham, Naoto Yokoya, Dieu Tien Bui, Kunihiko Yoshino, Daniel A. Friess
2019	J	`jnl`	Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation. IEEE Trans. Geosci. Remote. Sens. Wei He, Naoto Yokoya, Longhao Yuan, Qibin Zhao
2019	C	`conf`	Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. IGARSS Gerald Baier, Wei He, Bruno Adriano, Junshi Xia, Naoto Yokoya
2019	—	`conf`	Spectator Excitement Detection in Small-scale Sports Events. MMSports@MM Kazuhiro Abe, Chikara Nakamura, Yosuke Otsubo, Tetsuya Koike, Naoto Yokoya
2019	C	`conf`	Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery. IGARSS Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang
2019	Misc	`conf`	Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction. ICASSP Wei He, Longhao Yuan, Naoto Yokoya
2019	C	`conf`	WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery. IGARSS Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Uta Heiden, Wieke Heldens, Xiao Xiang Zhu
2019	C	`conf`	Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration. IGARSS Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang
2018	C	`conf`	A Comparative Study of Fusion-Based Change Detection Methods for Multi-Band Images with Different Spectral and Spatial Resolutions. IGARSS Vinicius Ferraris, Naoto Yokoya, Nicolas Dobigeon, Marie Chabert
2018	J	`jnl`	An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing. CoRR Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2018	C	`conf`	Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification. IGARSS Junshi Xia, Naoto Yokoya, Akira Iwasaki
2018	J	`jnl`	CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences. CoRR Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2018	J	`jnl`	Fusion of Hyperspectral and LiDAR Data With a Novel Ensemble Classifier. IEEE Geosci. Remote. Sens. Lett. Junshi Xia, Naoto Yokoya, Akira Iwasaki
2018	J	`jnl`	IMG2DSM: Height Simulation From Single Imagery Using Conditional Generative Adversarial Net. IEEE Geosci. Remote. Sens. Lett. Pedram Ghamisi, Naoto Yokoya
2018	J	`jnl`	Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification. CoRR Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu
2018	—	`conf`	Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification. ECCV (8) Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu
2018	J	`jnl`	Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation. ISPRS Int. J. Geo Inf. Wei He, Naoto Yokoya
2018	J	`jnl`	Multi-temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation. CoRR Wei He, Naoto Yokoya
2018	J	`jnl`	Multisource and Multitemporal Data Fusion in Remote Sensing. CoRR Pedram Ghamisi, Behnood Rasti, Naoto Yokoya, Qunming Wang, Bernhard Höfle, Lorenzo Bruzzone, Francesca Bovolo, Mingmin Chi, Katharina Anders, Richard Gloaguen, Peter M. Atkinson, Jón Atli Benediktsson
2018	J	`jnl`	Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. CoRR Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao
2018	J	`jnl`	Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images' Inpainting. IEEE Trans. Geosci. Remote. Sens. Teng-Yu Ji, Naoto Yokoya, Xiao Xiang Zhu, Ting-Zhu Huang
2018	J	`jnl`	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. Naoto Yokoya, Pedram Ghamisi, Junshi Xia, Sergey Sukhanov, Roel Heremans, Ivan Tankoyeu, Benjamin Bechtel, Bertrand Le Saux, Gabriele Moser, Devis Tuia
2018	J	`jnl`	Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Pedram Ghamisi, Naoto Yokoya, Akira Iwasaki
2017	Misc	`conf`	A novel ensemble classifier of hyperspectral and LiDAR data using morphological features. ICASSP Junshi Xia, Naoto Yokoya, Akira Iwasaki
2017	C	`conf`	Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification. IGARSS Junshi Xia, Naoto Yokoya, Akira Iwasaki
2017	J	`jnl`	Hyperspectral Image Classification With Canonical Correlation Forests. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Naoto Yokoya, Akira Iwasaki
2017	C	`conf`	Hyperspectral image classification with partial least square forest. IGARSS Junshi Xia, Naoto Yokoya, Akira Iwasaki
2017	J	`jnl`	Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu
2017	B	`conf`	Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing. ICIP Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu
2017	C	`conf`	Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning. IGARSS Naoto Yokoya, Pedram Ghamisi, Junshi Xia
2017	J	`jnl`	Multisensor Coupled Spectral Unmixing for Time-Series Analysis. IEEE Trans. Geosci. Remote. Sens. Naoto Yokoya, Xiao Xiang Zhu, Antonio Plaza
2017	J	`jnl`	Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features. Remote. Sens. Hongrui Zheng, Peijun Du, Jike Chen, Junshi Xia, Erzhu Li, Zhigang Xu, Xiaojuan Li, Naoto Yokoya
2017	J	`jnl`	Texture-Guided Multisensor Superresolution for Remotely Sensed Images. Remote. Sens. Naoto Yokoya
2016	J	`jnl`	Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Uta Heiden, Akira Iwasaki, Andreas Müller, Martin Schlerf, Thomas Udelhoven, Kuniaki Uto, Naoto Yokoya, Jocelyn Chanussot
2016	—	`conf`	Graph-regularized coupled spectral unmixing for multisensor time-series analysis. WHISPERS Naoto Yokoya, Xiao Xiang Zhu, Antonio Plaza
2016	J	`jnl`	Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data. IEEE Trans. Image Process. Miguel Angel Veganzones, Miguel Simões, Giorgio Licciardi, Naoto Yokoya, José M. Bioucas-Dias, Jocelyn Chanussot
2016	—	`conf`	Land-cover monitoring using time-series hyperspectral data via fractional-order darwinian particle swarm optimization segmentation. WHISPERS Naoto Yokoya, Pedram Ghamisi
2016	C	`conf`	Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction. IGARSS Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu
2016	—	`conf`	Mapping land covers of brussels capital region using spatially enhanced hyperspectral images. WHISPERS Jonathan Cheung-Wai Chan, Naoto Yokoya
2016	J	`jnl`	Potential of Resolution-Enhanced Hyperspectral Data for Mineral Mapping Using Simulated EnMAP and Sentinel-2 Images. Remote. Sens. Naoto Yokoya, Jonathan Cheung-Wai Chan, Karl Segl
2016	—	`conf`	The K-LLE algorithm for nonlinear dimensionality ruduction of large-scale hyperspectral data. WHISPERS Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu
2015	C	`conf`	Detector anomaly detection and stripe correction of hyperspectral data. IGARSS Daisuke Niina, Naoto Yokoya, Akira Iwasaki
2015	C	`conf`	Generalized-hough-transform object detection using class-specific sparse representation for local-feature detection. IGARSS Naoto Yokoya, Akira Iwasaki
2015	—	`conf`	Graph regularized coupled spectral unmixing for change detection. WHISPERS Naoto Yokoya, Xiaoxiang Zhu
2015	J	`jnl`	Hyperspectral Tree Species Classification of Japanese Complex Mixed Forest With the Aid of Lidar Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Tomohiro Matsuki, Naoto Yokoya, Akira Iwasaki
2015	J	`jnl`	Hyperspectral pansharpening: a review. CoRR Laëtitia Loncan, Luís B. Almeida, José M. Bioucas-Dias, Xavier Briottet, Jocelyn Chanussot, Nicolas Dobigeon, Sophie Fabre, Wenzhi Liao, Giorgio A. Licciardi, Miguel Simões, Jean-Yves Tourneret, Miguel Angel Veganzones, Gemine Vivone, Qi Wei, Naoto Yokoya
2015	J	`jnl`	Object Detection Based on Sparse Representation and Hough Voting for Optical Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Naoto Yokoya, Akira Iwasaki
2015	—	`conf`	Optimal hyperspectral classification for paddy field with semisupervised self-learning. WHISPERS Taichi Takayama, Naoto Yokoya, Akira Iwasaki
2014	C	`conf`	Airborne unmixing-based hyperspectral super-resolution using RGB imagery. IGARSS Naoto Yokoya, Akira Iwasaki
2014	—	`conf`	Effect of unmixing-based hyperspectral super-resolution on target detection. WHISPERS Naoto Yokoya, Akira Iwasaki
2014	B	`conf`	Facial alignment by using sparse initialization and random forest. ICIP Chun Fui Liew, Naoto Yokoya, Takehisa Yairi
2014	J	`jnl`	Fusion of Hyperspectral and LiDAR Data for Landscape Visual Quality Assessment. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Naoto Yokoya, Shinji Nakazawa, Tomohiro Matsuki, Akira Iwasaki
2014	—	`conf`	Hyperspectral tree species classification with an aid of lidar data. WHISPERS Tomohiro Matsuki, Naoto Yokoya, Akira Iwasaki
2014	J	`jnl`	Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki
2014	C	`conf`	Object localization based on sparse representation for remote sensing imagery. IGARSS Naoto Yokoya, Akira Iwasaki
2014	B	`conf`	Spectral unmixing of fluorescence fingerprint imagery for visualization of constituents in pie pastry. ICIP Naoto Yokoya, Mito Kokawa, Junichi Sugiyama
2013	J	`jnl`	Cross-Calibration for Data Fusion of EO-1/Hyperion and Terra/ASTER. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Naoto Yokoya, Norimasa Mayumi, Akira Iwasaki
2013	—	`conf`	Design of combined optical imagers using unmixing-based hyperspectral data fusion. WHISPERS Naoto Yokoya, Akira Iwasaki
2013	C	`conf`	Hyperspectral and multispectral data fusion mission on hyperspectral imager suite (HISUI). IGARSS Naoto Yokoya, Akira Iwasaki
2012	J	`jnl`	Coupled Nonnegative Matrix Factorization Unmixing for Hyperspectral and Multispectral Data Fusion. IEEE Trans. Geosci. Remote. Sens. Naoto Yokoya, Takehisa Yairi, Akira Iwasaki
2012	C	`conf`	Generalized bilinear model based nonlinear unmixing using semi-nonnegative matrix factorization. IGARSS Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki
2012	—	`conf`	Hyperspectral and multispectral data fusion based on nonlinear unmixing. WHISPERS Naoto Yokoya, Jocelyn Chanussot, Akira Iwasaki
2012	C	`conf`	Similarity measure for spatial-spectral registration in hyperspectral era. IGARSS Akira Iwasaki, Naoto Yokoya, Takeshi Arai, Yuki Ito, Norihide Miyamura
2011	C	`conf`	Coupled non-negative matrix factorization (CNMF) for hyperspectral and multispectral data fusion: Application to pasture classification. IGARSS Naoto Yokoya, Takehisa Yairi, Akira Iwasaki
2011	—	`conf`	Hyperspectral, multispectral, and panchromatic data fusion based on coupled non-negative matrix factorization. WHISPERS Naoto Yokoya, Takehisa Yairi, Akira Iwasaki
2010	C	`conf`	Challenge of aster digital elevation model. IGARSS Akira Iwasaki, Masaru Koga, Hiroto Kanno, Naoto Yokoya, Tetsuya Okuda, Kojiro Saito
2010	C	`conf`	Detection and correction of spectral and spatial misregistrations for hyperspectral data. IGARSS Naoto Yokoya, Norihide Miyamura, Akira Iwasaki