@article{CTT100921231, author = {Haoyi XIU and Xin LIU and Weimin WANG and Kyoung-Sook KIM and Takayuki SHINOHARA and Qiong CHANG and Masashi MATSUOKA}, title = {Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation}, journal = {Neurocomputing}, 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, } @article{CTT100710411, author = {Takayuki Shinohara and Masashi Matsuoka and リュウ・ウェン and 山崎文雄}, title = {光学衛星画像を用いた混合スペクトル解析に基づく浸水度の定量推定とSAR画像を組み合わせた東北地方太平洋沖地震津波への適用}, journal = {日本地震工学会論文集}, year = 2016, } @inproceedings{CTT100908442, author = {Ami Ogita and Masashi Matsuoka and Haoyi Xiu and Takayuki Shinohara and Haruki Oshio}, 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 = {Ami Ogita and Haoyi Xiu and Takayuki Shinohara and Masashi Matsuoka}, 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{CTT100898495, author = {Keiichiro Yashima and Takayuki Shinohara and Haruki Oshio and Masashi Matsuoka}, title = {PIX2PIXを用いた沿岸域におけるDSMからDTMを生成する試み}, 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 = {Ami Ogita and Masashi Matsuoka and Takayuki Shinohara and Haoyi Xiu}, 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{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{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, } @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{CTT100710936, author = {Fumitaka OGUSHI and Takayuki SHINOHARA and Masashi MATSUOKA}, title = {Surface Displacement due to the 2014 North Nagano, Japan Earthquake Estimated from Differential Interferometry Technique with ALOS-2 PALSAR-2 Data}, booktitle = {Proc. International Geoscience and Remote Sensing Symposium 2015}, year = 2015, } @inproceedings{CTT100745709, author = {Takayuki Shinohara and Masashi Matsuoka and リュウ ウェン and 山崎文雄}, title = {光学衛星画像を用いた混合スペクトル解析に基づく浸水度の定量推定とSAR画像を組み合わせた東北地方太平洋沖地震津波への適用}, booktitle = {第14回日本地震工学シンポジウム論文集}, year = 2014, } @inproceedings{CTT100745718, author = {Hiroyuki Kawano and Takayuki Shinohara and Masashi Matsuoka}, title = {2014年広島土砂災害における空撮写真を用いた地形モデルの作成とLiDARデータとの比較}, booktitle = {地域安全学会梗概集}, year = 2014, } @inproceedings{CTT100745719, author = {Takayuki Shinohara and Masashi Matsuoka and リュウ ウェン}, title = {2011年東北地方太平洋沖地震の津波被害域における水占有率と後方散乱係数の関係}, booktitle = {地域安全学会梗概集}, year = 2014, } @inproceedings{CTT100745721, author = {Takayuki Shinohara and リュウ ウェン and Masashi Matsuoka}, title = {RISAT-1/SARとLandsat/ETM+を用いた台風Haiyanによる浸水域の抽出}, booktitle = {日本リモートセンシング学会第56回学術講演会論文集}, year = 2014, } @inproceedings{CTT100710803, author = {Takayuki SHINOHARA and Wen LIU and Masashi MATSUOKA}, title = {Spectral Mixture Analysis for Typhoon-Induced Inundation Mapping in Negros and Cebu Islands, the Philippines}, booktitle = {Proc.International Symposium on Remote Sensing 2014}, year = 2014, } @inproceedings{CTT100745724, author = {Takayuki Shinohara and リュウ ウェン and Masashi Matsuoka}, title = {JERS-1/SAR画像による1994年ノースリッジ地震の地盤変位の検出}, booktitle = {日本リモートセンシング学会第55回学術講演会論文集}, year = 2013, } @misc{CTT100866364, author = {Takayuki Shinohara}, title = {A STUDY ON A METHOD FOR CLASSIFICATION OF GEOSPATIAL FEATURES USING FULL WAVEFORM LIDAR DATA AND ITS APPLICATION TO POINT CLOUD ONLY DATA}, year = 2022, } @misc{CTT100866363, author = {Takayuki Shinohara}, title = {A STUDY ON A METHOD FOR CLASSIFICATION OF GEOSPATIAL FEATURES USING FULL WAVEFORM LIDAR DATA AND ITS APPLICATION TO POINT CLOUD ONLY DATA}, year = 2022, } @misc{CTT100898784, author = {Takayuki Shinohara}, title = {A STUDY ON A METHOD FOR CLASSIFICATION OF GEOSPATIAL FEATURES USING FULL WAVEFORM LIDAR DATA AND ITS APPLICATION TO POINT CLOUD ONLY DATA}, year = 2022, } @phdthesis{CTT100866364, author = {Takayuki Shinohara}, title = {A STUDY ON A METHOD FOR CLASSIFICATION OF GEOSPATIAL FEATURES USING FULL WAVEFORM LIDAR DATA AND ITS APPLICATION TO POINT CLOUD ONLY DATA}, school = {Tokyo Institute of Technology}, year = 2022, } @phdthesis{CTT100866363, author = {Takayuki Shinohara}, title = {A STUDY ON A METHOD FOR CLASSIFICATION OF GEOSPATIAL FEATURES USING FULL WAVEFORM LIDAR DATA AND ITS APPLICATION TO POINT CLOUD ONLY DATA}, school = {Tokyo Institute of Technology}, year = 2022, } @phdthesis{CTT100898784, author = {Takayuki Shinohara}, title = {A STUDY ON A METHOD FOR CLASSIFICATION OF GEOSPATIAL FEATURES USING FULL WAVEFORM LIDAR DATA AND ITS APPLICATION TO POINT CLOUD ONLY DATA}, school = {Tokyo Institute of Technology}, year = 2022, }