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V4D: Voxel for 4D Novel View Synthesis



Wanshui Gan , Hongbin Xu , Yi Huang , Shifeng Chen , Naoto Yokoya


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Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion



Danfeng Hong , Jing Yao , Deyu Meng , Naoto Yokoya , Jocelyn Chanussot


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ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework



Ningkai Mo , Wanshui Gan , Naoto Yokoya , Shifeng Chen

* Accepted by CVPR 2022 

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Building Damage Mapping with Self-PositiveUnlabeled Learning



Junshi Xia , Naoto Yokoya , Bruno Adriano

* 7 pages, 1 figure, Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop, NeurIPS 2021 

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Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing



Danfeng Hong , Lianru Gao , Jing Yao , Naoto Yokoya , Jocelyn Chanussot , Uta Heiden , Bing Zhang

* IEEE Transactions on Neural Networks and Learning Systems, 2021 

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Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing



Danfeng Hong , Wei He , Naoto Yokoya , Jing Yao , Lianru Gao , Liangpei Zhang , Jocelyn Chanussot , Xiao Xiang Zhu


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Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging



Wei He , Naoto Yokoya , Xin Yuan


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Building a Parallel Universe Image Synthesis from Land Cover Maps and Auxiliary Raster Data



Gerald Baier , Antonin Deschemps , Michael Schmitt , Naoto Yokoya


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Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration



Wei He , Quanming Yao , Chao Li , Naoto Yokoya , Qibin Zhao , Hongyan Zhang , Liangpei Zhang

* Accepted to TPAMI 

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Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction



Danfeng Hong , Naoto Yokoya , Jocelyn Chanussot , Jian Xu , Xiao Xiang Zhu

* IEEE Transactions on Cybernetics, 2020 

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