| 2022 | MICCAI | Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. | Tao Hu, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kanako K. Kumamaru, Toshiaki Akashi, Kensaku Mori |
| 2022 | MICCAI | Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI. | Hayato Itoh, Tao Hu, Masahiro Oda, Shinji Saiki, Koji Kamagata, Nobutaka Hattori, Shigeki Aoki, Kensaku Mori |
| 2021 | ISVC | Subspace Discrimination Method for Images Using Singular Value Decomposition. | Eri Mochizuki, Haruka Sone, Hayato Itoh, Atsushi Imiya |
| 2019 | CAIP | Multilinear Subspace Method Based on Geodesic Distance for Volumetric Object Classification. | Hayato Itoh, Atsushi Imiya |
| 2019 | MICCAI | Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus Diagnosis. | Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Benjamin Villard, Hizuru Amano, Kosuke Chiba, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori |
| 2019 | MICCAI | Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images. | Chenglong Wang, Yuichiro Hayashi, Masahiro Oda, Hayato Itoh, Takayuki Kitasaka, Alejandro F. Frangi, Kensaku Mori |
| 2018 | ECCV | Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition. | Hayato Itoh, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori |
| 2018 | MICCAI | Discrimination of Volumetric Shapes Using Orthogonal Tensor Decomposition. | Hayato Itoh, Atsushi Imiya |
| 2018 | MICCAI | Towards Automated Colonoscopy Diagnosis: Binary Polyp Size Estimation via Unsupervised Depth Learning. | Hayato Itoh, Holger R. Roth, Le Lu, Masahiro Oda, Masashi Misawa, Yuichi Mori, Shin-ei Kudo, Kensaku Mori |
| 2017 | CAIP | Multilinear Methods for Spatio-Temporal Image Recognition. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2017 | CAIP | Analysis of Multilinear Subspaces Based on Geodesic Distance. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2017 | CVPR | Motion Language of Stereo Image Sequence. | Tomoya Kato, Hayato Itoh, Atsushi Imiya |
| 2016 | ACCV | Approximation of N-Way Principal Component Analysis for Organ Data. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2016 | MICCAI | Volumetric Image Pattern Recognition Using Three-Way Principal Component Analysis. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2016 | SSPR | Mathematical Aspects of Tensor Subspace Method. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2016 | SSPR | Classification of Volumetric Data Using Multiway Data Analysis. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2015 | CAIP | Variational Multiple Warping for Cardiac Image Analysis. | Shun Inagaki, Hayato Itoh, Atsushi Imiya |
| 2015 | CAIP | Low-Dimensional Tensor Principle Component Analysis. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2015 | CAIP | Optical Flow Computation with Locally Quadratic Assumption. | Tomoya Kato, Hayato Itoh, Atsushi Imiya |
| 2015 | PSIVT | Discriminative Properties in Directional Distributions for Image Pattern Recognition. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2014 | ACCV | Global Volumetric Image Registration Using Local Linear Property of Image Manifold. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2014 | ECCV | Multiple Alignment of Spatiotemporal Deformable Objects for the Average-Organ Computation. | Shun Inagaki, Hayato Itoh, Atsushi Imiya |
| 2014 | ICPR | Two-Dimensional Global Image Registration Using Local Linear Property of Image Manifold. | Hayato Itoh, Atsushi Imiya, Tomoya Sakai |
| 2013 | CAIP | Global Image Registration Using Random Projection and Local Linear Method. | Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya |
| 2013 | PSIVT | Local Affine Optical Flow Computation. | Hayato Itoh, Shun Inagaki, Ming-Ying Fan, Atsushi Imiya, Kazuhiko Kawamoto, Tomoya Sakai |
| 2012 | ISVC | Interpolation of Reference Images in Sparse Dictionary for Global Image Registration. | Hayato Itoh, Shuang Lu, Tomoya Sakai, Atsushi Imiya |
| 2012 | ISVC | Edge Detection and Smoothing-Filter of Volumetric Data. | Masaki Narita, Atsushi Imiya, Hayato Itoh |
| 2011 | ISVC | Global Image Registration by Fast Random Projection. | Hayato Itoh, Shuang Lu, Tomoya Sakai, Atsushi Imiya |
| 2010 | ACCV | Multi-label Classification for Image Annotation via Sparse Similarity Voting. | Tomoya Sakai, Hayato Itoh, Atsushi Imiya |