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Journal Articles
- 2023
[j5]Haoyi Xiu
, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka:
DS-Net: A dedicated approach for collapsed building detection from post-event airborne point clouds. Int. J. Appl. Earth Obs. Geoinformation 116: 103150 (2023)- [j4]Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka:
Diffusion unit: Interpretable edge enhancement and suppression learning for 3D point cloud segmentation. Neurocomputing 559: 126780 (2023) - 2021
- [j3]Takayuki Shinohara, Haoyi Xiu, Masashi Matsuoka:
Point2Wave: 3-D Point Cloud to Waveform Translation Using a Conditional Generative Adversarial Network With Dual Discriminators. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11630-11642 (2021) - 2020
- [j2]Haoyi Xiu, Takayuki Shinohara, Masashi Matsuoka, Munenari Inoguchi, Ken Kawabe, Kei Horie:
Collapsed Building Detection Using 3D Point Clouds and Deep Learning. Remote. Sens. 12(24): 4057 (2020) - [j1]Takayuki Shinohara, Haoyi Xiu, Masashi Matsuoka:
FWNet: Semantic Segmentation for Full-Waveform LiDAR Data Using Deep Learning. Sensors 20(12): 3568 (2020)
Conference and Workshop Papers
- 2023
- [c11]Takayuki Shinohara, Yonghe Li, Mitsuteru Sakamoto, Toshiaki Satoh:
Building CAD Model Reconstruction from Point Clouds via Instance Segmentation, Signed Distance Function, and Graph Cut. ICCV (Workshops) 2023: 1727-1736 - [c10]Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka:
Optimizing Local Feature Representations of 3D Point Clouds with Anisotropic Edge Modeling. MMM (1) 2023: 269-281 - 2021
- [c9]Haoyi Xiu, Xin Liu, Weiming Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka:
Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention. BMVC 2021: 49 - [c8]Takayuki Shinohara, Haoyi Xiu, Masashi Matsuoka:
Point2color: 3D Point Cloud Colorization Using a Conditional Generative Network and Differentiable Rendering for Airborne LiDAR. CVPR Workshops 2021: 1062-1071 - [c7]Takayuki Shinohara, Haoyi Xiu, Masashi Matsuoka:
3D Point Cloud Generation Using Adversarial Training for Large-Scale Outdoor Scene. IGARSS 2021: 2935-2938 - 2020
- [c6]Takayuki Shinohara, Haoyi Xiu, Masashi Matsuoka:
Semantic Segmentation for Full-Waveform LiDAR Data Using Local and Hierarchical Global Feature Extraction. SIGSPATIAL/GIS 2020: 640-650 - 2019
- [c5]Takayuki Shinohara, Haoyi Xiu, Masashi Matsuoka:
FWNetAE: Spatial Representation Learning for Full Waveform Data Using Deep Learning. ISM 2019: 259-266 - [c4]Haoyi Xiu, Takayuki Shinohara, Masashi Matsuoka:
Dynamic-Scale Graph Convolutional Network for Semantic Segmentation of 3D Point Cloud. ISM 2019: 271-278 - [c3]Ayaka Nakatani, Takayuki Shinohara, Kazuhito Miyaki:
Live 6DoF Video Production with Stereo Camera. SIGGRAPH Asia XR 2019: 23-24 - 2015
- [c2]Fumitaka Ogushi, Takayuki Shinohara, Masashi Matsuoka:
Surface displacement due to the 2014 North Nagano, Japan earthquake estimated from differential interferometry technique with ALOS-2 PALSAR-2 data. IGARSS 2015: 3532-3535 - 2013
- [c1]Yuji Iwahori, Takayuki Shinohara, Akira Hattori, Robert J. Woodham, Shinji Fukui, Manas Kamal Bhuyan, Kunio Kasugai:
Automatic Polyp Detection in Endoscope Images Using a Hessian Filter. MVA 2013: 21-24
Informal and Other Publications
- 2022
- [i4]Haoyi Xiu, Xin Liu, Weiming Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka:
Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention. CoRR abs/2203.00172 (2022) - [i3]Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka:
Enhancing Local Feature Learning Using Diffusion for 3D Point Cloud Understanding. CoRR abs/2207.01174 (2022) - [i2]Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka:
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution. CoRR abs/2207.01181 (2022) - [i1]Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka:
Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation. CoRR abs/2209.09483 (2022)
Coauthor Index
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