Multi-label Classification for Image Annotation via Sparse Similarity Voting. - Tomoya Sakai 002; Hayato Itoh; Atsushi Imiya (ACCV Workshops (2), 2010)

Global Image Registration by Fast Random Projection. - Hayato Itoh; Shuang Lu; Tomoya Sakai 002; Atsushi Imiya (ISVC (1), 2011)

Bifurcation of Segment Edge Curves in Scale Space. - Tomoya Sakai 002; Haruhiko Nishiguchi; Hayato Itoh; Atsushi Imiya (SSVM, 2011)

Interpolation of Reference Images in Sparse Dictionary for Global Image Registration. - Hayato Itoh; Shuang Lu; Tomoya Sakai 002; Atsushi Imiya (ISVC (2), 2012)

Edge Detection and Smoothing-Filter of Volumetric Data. - Masaki Narita; Atsushi Imiya; Hayato Itoh (ISVC (2), 2012)

Global Image Registration Using Random Projection and Local Linear Method. - Hayato Itoh; Tomoya Sakai 002; Kazuhiko Kawamoto; Atsushi Imiya (CAIP (1), 2013)

Local Affine Optical Flow Computation. - Hayato Itoh; Shun Inagaki; Ming-Ying Fan; Atsushi Imiya; Kazuhiko Kawamoto; Tomoya Sakai 002 (PSIVT Workshops, 2013)

Topology-Preserving Dimension-Reduction Methods for Image Pattern Recognition. - Hayato Itoh; Tomoya Sakai 002; Kazuhiko Kawamoto; Atsushi Imiya (SCIA, 2013)

Dimension Reduction Methods for Image Pattern Recognition. - Hayato Itoh; Tomoya Sakai 002; Kazuhiko Kawamoto; Atsushi Imiya (SIMBAD, 2013)

Global Volumetric Image Registration Using Local Linear Property of Image Manifold. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (ACCV Workshops (1), 2014)

Multiple Alignment of Spatiotemporal Deformable Objects for the Average-Organ Computation. - Shun Inagaki; Hayato Itoh; Atsushi Imiya (ECCV Workshops (4), 2014)

Two-Dimensional Global Image Registration Using Local Linear Property of Image Manifold. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (ICPR, 2014)

Variational Multiple Warping for Cardiac Image Analysis. - Shun Inagaki; Hayato Itoh; Atsushi Imiya (CAIP (2), 2015)

Low-Dimensional Tensor Principle Component Analysis. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (CAIP (1), 2015)

Optical Flow Computation with Locally Quadratic Assumption. - Tomoya Kato; Hayato Itoh; Atsushi Imiya (CAIP (1), 2015)

Discriminative Properties in Directional Distributions for Image Pattern Recognition. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (PSIVT, 2015)

Simultaneous Frame-rate Up-conversion of Image and Optical Flow Sequences. - Shun Inagaki; Hayato Itoh; Atsushi Imiya (VISAPP (1), 2015)

Approximation of N-Way Principal Component Analysis for Organ Data. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (ACCV Workshops (3), 2016)

Volumetric Image Pattern Recognition Using Three-Way Principal Component Analysis. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (SeSAMI@MICCAI, 2016)

Mathematical Aspects of Tensor Subspace Method. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (S+SSPR, 2016)

Classification of Volumetric Data Using Multiway Data Analysis. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (S+SSPR, 2016)

Dimension Reduction and Construction of Feature Space for Image Pattern Recognition. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (J. Math. Imaging Vis., 2016)

Pattern recognition in multilinear space and its applications: mathematics, computational algorithms and numerical validations. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (Mach. Vis. Appl., 2016)

Multilinear Methods for Spatio-Temporal Image Recognition. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (CAIP (1), 2017)

Analysis of Multilinear Subspaces Based on Geodesic Distance. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (CAIP (1), 2017)

Motion Language of Stereo Image Sequence. - Tomoya Kato; Hayato Itoh; Atsushi Imiya (CVPR Workshops, 2017)

Fast Approximate Karhunen-Loève Transform for Three-Way Array Data. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (ICCV Workshops, 2017)

Linear Data Compression of Hyperspectral Images. - Kaori Tanji; Atsushi Imiya; Hayato Itoh; Hiroaki Kuze; Naohiro Manago (ICCV Workshops, 2017)

Variational Method for Multiresolution Image Registration. - Kento Hosoya; Ryo Sasaki; Kaori Tanji; Hayato Itoh; Atsushi Imiya (APPIS, 2018)

Distances Between Tensor Subspaces. - Hayato Itoh; Atsushi Imiya; Tomoya Sakai 002 (APPIS, 2018)

Application of Directional Statistics to Classification of Three-Channel Colour Images. - Kaori Tanji; Hayato Itoh; Atsushi Imiya (APPIS, 2018)

Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition. - Hayato Itoh; Yuichi Mori; Masashi Misawa; Masahiro Oda 001; Shin-ei Kudo; Kensaku Mori (ECCV Workshops (4), 2018)

Cascade classification of endocytoscopic images of colorectal lesions for automated pathological diagnosis. - Hayato Itoh; Yuichi Mori; Masashi Misawa; Masahiro Oda 001; Shin-ei Kudo; Kensaku Mori (Computer-Aided Diagnosis, 2018)

Discrimination of Volumetric Shapes Using Orthogonal Tensor Decomposition. - Hayato Itoh; Atsushi Imiya (ShapeMI@MICCAI, 2018)

Towards Automated Colonoscopy Diagnosis: Binary Polyp Size Estimation via Unsupervised Depth Learning. - Hayato Itoh; Holger R. Roth; Le Lu 001; Masahiro Oda 001; Masashi Misawa; Yuichi Mori; Shin-ei Kudo; Kensaku Mori (MICCAI (2), 2018)

Multilinear Subspace Method Based on Geodesic Distance for Volumetric Object Classification. - Hayato Itoh; Atsushi Imiya (CAIP (1), 2019)

Polyp-size classification with RGB-D features for colonoscopy. - Hayato Itoh; Holger R. Roth; Yuichi Mori; Masashi Misawa; Masahiro Oda 001; Shin-ei Kudo; Kensaku Mori (Computer-Aided Diagnosis, 2019)

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 001; Kensaku Mori (UNSURE/CLIP@MICCAI, 2019)

Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images. - Chenglong Wang; Yuichiro Hayashi; Masahiro Oda 001; Hayato Itoh; Takayuki Kitasaka; Alejandro F. Frangi; Kensaku Mori (MICCAI (6), 2019)

Visualising decision-reasoning regions in computer-aided pathological pattern diagnosis of endoscytoscopic images based on CNN weights analysis. - Hayato Itoh; Zhongyang Lu; Yuichi Mori; Masashi Misawa; Masahiro Oda 001; Shin-ei Kudo; Kensaku Mori (Computer-Aided Diagnosis, 2020)

Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images. - Hirohisa Oda; Kohei Nishio; Takayuki Kitasaka; Hizuru Amano; Aitaro Takimoto; Hiroo Uchida; Kojiro Suzuki; Hayato Itoh; Masahiro Oda 001; Kensaku Mori (Computer-Aided Diagnosis, 2020)

Robust endocytoscopic image classification based on higher-order symmetric tensor analysis and multi-scale topological statistics. - Hayato Itoh; Yukitaka Nimura; Yuichi Mori; Masashi Misawa; Shin-ei Kudo; Kinichi Hotta; Kazuo Ohtsuka; Shoichi Saito; Yutaka Saito; Hiroaki Ikematsu; Yuichiro Hayashi; Masahiro Oda 001; et al. (Int. J. Comput. Assist. Radiol. Surg., 2020)

Subspace Discrimination Method for Images Using Singular Value Decomposition. - Eri Mochizuki; Haruka Sone; Hayato Itoh; Atsushi Imiya (ISVC (2), 2021)

Dense-layer-based YOLO-v3 for detection and localization of colon perforations. - Kai Jiang; Hayato Itoh; Masahiro Oda 001; Taishi Okumura; Yuichi Mori; Masashi Misawa; Takemasa Hayashi; Shin-Ei Kudo; Kensaku Mori (Computer-Aided Diagnosis, 2021)

Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning. - Zhongyang Lu; Masahiro Oda 001; Yuichiro Hayashi; Tao Hu 009; Hayato Itoh; Takeyuki Watadani; Osamu Abe; Masahiro Hashimoto; Masahiro Jinzaki; Kensaku Mori (Computer-Aided Diagnosis, 2021)

Intestinal region reconstruction of ileus cases from 3D CT images based on graphical representation and its visualization. - Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Yudai Tamada; Aitaro Takimoto; Akinari Hinoki; Hiroo Uchida; Kojiro Suzuki; Hayato Itoh; Masahiro Oda 001; Kensaku Mori (Computer-Aided Diagnosis, 2021)

Single-shot three-dimensional reconstruction for colonoscopic image analysis. - Hayato Itoh; Masahiro Oda 001; Yuichi Mori; Masashi Misawa; Shin-ei Kudo; Kinichi Hotta; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Image-Guided Procedures, 2021)

Binary polyp-size classification based on deep-learned spatial information. - Hayato Itoh; Masahiro Oda 001; Kai Jiang; Yuichi Mori; Masashi Misawa; Shin-ei Kudo; Kenichiro Imai; Sayo Ito; Kinichi Hotta; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2021)

Unsupervised colonoscopic depth estimation by domain translations with a Lambertian-reflection keeping auxiliary task. - Hayato Itoh; Masahiro Oda 001; Yuichi Mori; Masashi Misawa; Shin-ei Kudo; Kenichiro Imai; Sayo Ito; Kinichi Hotta; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2021)

Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Yuichiro Hayashi; Zhongyang Lu; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kanako K. Kumamaru; Toshiaki Akashi; Kensaku Mori (MICCAI (8), 2022)

Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI. - Hayato Itoh; Tao Hu 009; Masahiro Oda 001; Shinji Saiki; Koji Kamagata; Nobutaka Hattori; Shigeki Aoki; Kensaku Mori (MMMI@MICCAI, 2022)

Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kensaku Mori (Image Processing, 2022)

Substantia nigra analysis by tensor decomposition of T2-weighted images for Parkinson's disease diagnosis. - Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kensaku Mori (Image Processing, 2022)

Positive-gradient-weighted object activation mapping: visual explanation of object detector towards precise colorectal-polyp localisation. - Hayato Itoh; Masashi Misawa; Yuichi Mori; Shin-Ei Kudo; Masahiro Oda 001; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2022)

Uncertainty meets 3D-spatial feature in colonoscopic polyp-size determination. - Hayato Itoh; Masahiro Oda 001; Kai Jiang; Yuichi Mori; Masashi Misawa; Shin-Ei Kudo; Kenichiro Imai; Sayo Ito; Kinichi Hotta; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022)

Depth estimation from single-shot monocular endoscope image using image domain adaptation and edge-aware depth estimation. - Masahiro Oda 001; Hayato Itoh; Kiyohito Tanaka; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022)

Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRI. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kensaku Mori (Image Processing, 2023)

Identifying Suspicious Regions of Covid-19 by Abnormality-Sensitive Activation Mapping. - Ryo Toda; Hayato Itoh; Masahiro Oda 001; Yuichiro Hayashi; Yoshito Otake; Masahiro Hashimoto; Toshiaki Akashi; Shigeki Aoki; Kensaku Mori (CoRR, 2023)

Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. - Kai Jiang; Hayato Itoh; Masahiro Oda 001; Taishi Okumura; Yuichi Mori; Masashi Misawa; Takemasa Hayashi; Shin-Ei Kudo; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2023)

Correction to: Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. - Kai Jiang; Hayato Itoh; Masahiro Oda 001; Taishi Okumura; Yuichi Mori; Masashi Misawa; Takemasa Hayashi; Shin-Ei Kudo; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2023)

Anatomy aware-based 2.5D bronchoscope tracking for image-guided bronchoscopic navigation. - Cheng Wang 027; Masahiro Oda 001; Yuichiro Hayashi; Takayuki Kitasaka; Hayato Itoh; Hirotoshi Honma; Hirotsugu Takebatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Mathematical Properties of Pyramid-Transform-Based Resolution Conversion and Its Applications. - Kento Hosoya; Kouki Nozawa; Hayato Itoh; Atsushi Imiya (J. Math. Imaging Vis., 2024)

Subspace Discrimination for Multiway Data. - Hayato Itoh; Atsushi Imiya (J. Math. Imaging Vis., 2024)

Preliminary study of substantia nigra analysis by tensorial feature extraction. - Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Koji Kamagata; Wataru Sako; Keiichi Ishikawa; Nobutaka Hattori; Shigeki Aoki; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2024)