| 2025 | ICCV | ViT-Koop: Vision-Transformer-Koopman Operators for Efficient Time-Series Forecasting of Earth-Observation Data. | Takayuki Shinohara, Hidetaka Saomoto |
| 2025 | WACV | Pre-Training of Auto-Generated Synthetic 3D Point Cloud Segmentation for Outdoor Scenes. | Takayuki Shinohara |
| 2023 | MMM | Optimizing Local Feature Representations of 3D Point Clouds with Anisotropic Edge Modeling. | Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka |
| 2021 | BMVC | Enhancing Local Feature Learning for 3D Point Cloud Processing using Unary-Pairwise Attention. | Haoyi Xiu, Xin Liu, Weiming Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka |
| 2021 | CVPR | Point2color: 3D Point Cloud Colorization Using a Conditional Generative Network and Differentiable Rendering for Airborne LiDAR. | Takayuki Shinohara, Haoyi Xiu, Masashi Matsuoka |
| 2021 | IGARSS | 3D Point Cloud Generation Using Adversarial Training for Large-Scale Outdoor Scene. | Takayuki Shinohara, Haoyi Xiu, Masashi Matsuoka |
| 2019 | ISM | FWNetAE: Spatial Representation Learning for Full Waveform Data Using Deep Learning. | Takayuki Shinohara, Haoyi Xiu, Masashi Matsuoka |
| 2019 | ISM | Dynamic-Scale Graph Convolutional Network for Semantic Segmentation of 3D Point Cloud. | Haoyi Xiu, Takayuki Shinohara, Masashi Matsuoka |
| 2019 | SiggraphA | Live 6DoF Video Production with Stereo Camera. | Ayaka Nakatani, Takayuki Shinohara, Kazuhito Miyaki |
| 2015 | IGARSS | Surface displacement due to the 2014 North Nagano, Japan earthquake estimated from differential interferometry technique with ALOS-2 PALSAR-2 data. | Fumitaka Ogushi, Takayuki Shinohara, Masashi Matsuoka |
| 2013 | MVA | Automatic Polyp Detection in Endoscope Images Using a Hessian Filter. | Yuji Iwahori, Takayuki Shinohara, Akira Hattori, Robert J. Woodham, Shinji Fukui, Manas Kamal Bhuyan, Kunio Kasugai |