@article{CTT100898105, author = {Shinki CHO and Haoyi XIU and Masashi MATSUOKA}, title = {Backscattering Characteristics of SAR Images in Damaged Buildings due to the 2016 Kumamoto Earthquake}, journal = {Remote Sensing}, year = 2023, } @article{CTT100898104, author = {Haoyi Xiu and Xin Liu and Kim Kyoung-Sook and Takayuki Shinohara and Qiong Chang and Masashi Matsuoka}, title = {DS-Net: A Dedicated Approach for Collapsed Building Detection from Post-Event Airborne Point Clouds}, journal = {International Journal of Applied Earth Observation and Geoinformation}, year = 2023, } @article{CTT100868441, author = {Takayuki SHINOHARA and Haoyi XIU and Masashi MATSUOKA}, title = {Point2Wave: 3-D Point Cloud to Waveform Translation Using a Conditional Generative Adversarial Network With Dual Discriminators}, journal = {IEEE Journal of Selected Topics in Applied Earth Obsrvations and Remote Sensing}, year = 2021, } @article{CTT100868432, author = {Haoyi XIU and Takayuki SHINOHARA and Masashi MATSUOKA and Munenari INOGUCHI and Ken KAWABE and Kei HORIE}, title = {Statistical Analysis and Modeling to Examine the Exterior and Interior Building Damage Pertaining to the 2016 Kumamoto Earthquake}, journal = {Earthquake spectra : the professional journal of the Earthquake Engineering Research Institute}, year = 2021, } @article{CTT100844335, author = {Haoyi XIU and Takayuki SHINOHARA and Masashi MATSUOKA and Munenari INOGUCHI and Ken KAWABE and Kei HORIE}, title = {Collapsed Building Detection Using 3D Point Clouds and Deep Learning}, journal = {Remote Sensing}, year = 2020, } @article{CTT100844329, author = {Takayuki SHINOHARA and Haoyi XIU and Masashi MATSUOKA}, title = {FWNet: Semantic Segmentation for Full-Waveform LiDAR Data Using Deep Learning}, journal = {Sensors}, year = 2020, } @inproceedings{CTT100908442, author = {荻田亜美 and 松岡昌志 and 修浩毅 and 篠原崇之 and 押尾晴樹}, title = {広域的なハザードマップ基礎情報のための深層学習による旧版地図からの集落・水域の自動抽出}, booktitle = {}, year = 2023, } @inproceedings{CTT100898123, author = {Haoyi XIU and Xin LIU and Weimin WANG and Kyoung-Sook KIM and Takayuki SHINOHARA and Qiong CHANG and Masashi MATSUOKA}, title = {Optimizing Local Feature Representations of 3D Point Clouds with Anisotropic Edge Modeling}, booktitle = {Proceedings of International Conference on Multimedia Modeling (MMM) 2023}, year = 2023, } @inproceedings{CTT100898490, author = {Ami OGITA and Takayuki SHINOHARA and Haoyi XIU and Haruki OSHIO and Masashi MATSUOKA}, title = {Detection of Residential and Water Areas in Historical Topographic Maps of Japan using U-Net}, booktitle = {Proceedings of the 43rd Asian Conference on Remote Sensing}, year = 2022, } @inproceedings{CTT100898496, author = {荻田亜美 and 修浩毅 and 篠原崇之 and 松岡昌志}, title = {U-Netを用いた旧版地図からの水域の抽出}, booktitle = {地域安全学会梗概集}, year = 2022, } @inproceedings{CTT100873862, author = {Haoyi Xiu and Xin Liu and Weiming Wang and Kim Kyoung-Sook and Takayuki Shinohara and Qiong Chang and Masashi Matsuoka}, title = {Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention}, booktitle = {}, year = 2021, } @inproceedings{CTT100868449, author = {荻田亜美 and 松岡昌志 and 篠原崇之 and 修浩毅}, title = {U-Netを用いた旧版地図からの市街地抽出}, booktitle = {地域安全学会梗概集}, year = 2021, } @inproceedings{CTT100868447, author = {Takayuki SHINOHARA and Haoyi XIU and Masashi MATSUOKA}, title = {Image to Point Cloud Translation Using Conditional Generative Adversarial Network for Airborne LiDAR Data}, booktitle = {}, year = 2021, } @inproceedings{CTT100868446, author = {Takayuki SHINOHARA and Haoyi XIU and Masashi MATSUOKA}, title = {3D Point Cloud Generation Using Adversarial Training for Large Scale Outdoor Scene}, booktitle = {}, year = 2021, } @inproceedings{CTT100868445, author = {Takayuki SHINOHARA and Haoyi XIU and Masashi MATSUOKA}, title = {Point2color: 3D Point Cloud Colorization Using a Conditional Generative Network and Differentiable Rendering for Airborne LiDAR}, booktitle = {}, year = 2021, } @inproceedings{CTT100844338, author = {Takayuki SHINOHARA and Haoyi XIU and Masashi MATSUOKA}, title = {Semantic Segmentation for Full-Waveform LiDAR Data Using Local and Hierarchical Global Feature Extraction}, booktitle = {Proc. 28th International Conference on Advances in Geographic Information Systems}, year = 2020, } @inproceedings{CTT100844349, author = {Haoyi XIU and Masashi MATSUOKA and Munenari INOGUCHI and Ken KAWABE and Kei HORIE}, title = {Preliminary Study on Development of LiDAR Point Cloud Dataset for Earthquake Damage Mapping by 3D Machine Learning}, booktitle = {Proc. 17th World Conference on Earthquake Engineering}, year = 2020, } @inproceedings{CTT100844348, author = {Kouhei Kuwabara and Haoyi XIU and Takayuki SHINOHARA and Masashi MATSUOKA}, title = {Evaluation of Liquefaction Occurrence for Large Area: A Machine Learning Approach}, booktitle = {Proc. 17th World Conference on Earthquake Engineering}, year = 2020, } @inproceedings{CTT100819109, author = {Takayuki Shinohara and Haoyi Xiu and Masashi Matsuoka}, title = {Spatial Representation Learning for Full Waveform Data Using Deep Learning}, booktitle = {}, year = 2019, } @inproceedings{CTT100819108, author = {Haoyi Xiu and Takayuki Shinohara and Masashi Matsuoka}, title = {Dynamic-Scale Graph Convolutional Network for Semantic Segmentation of 3D Point Cloud}, booktitle = {}, year = 2019, } @misc{CTT100885768, author = {Haoyi Xiu}, title = {Spatial Roughness Learning with Neural Networks for Collapsed Building Detection Using Post-Earthquake 3D Point Clouds}, year = 2023, } @misc{CTT100904282, author = {Haoyi Xiu}, title = {Spatial Roughness Learning with Neural Networks for Collapsed Building Detection Using Post-Earthquake 3D Point Clouds}, year = 2023, } @misc{CTT100885769, author = {Haoyi Xiu}, title = {Spatial Roughness Learning with Neural Networks for Collapsed Building Detection Using Post-Earthquake 3D Point Clouds}, year = 2023, } @phdthesis{CTT100885768, author = {Haoyi Xiu}, title = {Spatial Roughness Learning with Neural Networks for Collapsed Building Detection Using Post-Earthquake 3D Point Clouds}, school = {東京工業大学}, year = 2023, } @phdthesis{CTT100904282, author = {Haoyi Xiu}, title = {Spatial Roughness Learning with Neural Networks for Collapsed Building Detection Using Post-Earthquake 3D Point Clouds}, school = {東京工業大学}, year = 2023, } @phdthesis{CTT100885769, author = {Haoyi Xiu}, title = {Spatial Roughness Learning with Neural Networks for Collapsed Building Detection Using Post-Earthquake 3D Point Clouds}, school = {東京工業大学}, year = 2023, }