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Hayato Itoh
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- affiliation: Nagoya University, Japan
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2020 – today
- 2024
- [j13]Kento Hosoya, Kouki Nozawa, Hayato Itoh, Atsushi Imiya:
Mathematical Properties of Pyramid-Transform-Based Resolution Conversion and Its Applications. J. Math. Imaging Vis. 66(2): 115-153 (2024) - [j12]Hayato Itoh, Atsushi Imiya:
Subspace Discrimination for Multiway Data. J. Math. Imaging Vis. 66(4): 657-677 (2024) - 2023
- [j11]Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori:
Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. Int. J. Comput. Assist. Radiol. Surg. 18(5): 795-805 (2023) - [j10]Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori:
Correction to: Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. Int. J. Comput. Assist. Radiol. Surg. 18(5): 807 (2023) - [j9]Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hayato Itoh, Hirotoshi Honma, Hirotsugu Takebatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Anatomy aware-based 2.5D bronchoscope tracking for image-guided bronchoscopic navigation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1122-1129 (2023) - [c49]Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori:
Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRI. Medical Imaging: Image Processing 2023 - [i3]Ryo Toda, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori:
Identifying Suspicious Regions of Covid-19 by Abnormality-Sensitive Activation Mapping. CoRR abs/2303.14901 (2023) - 2022
- [j8]Hayato Itoh, Masashi Misawa, Yuichi Mori, Shin-Ei Kudo, Masahiro Oda, Kensaku Mori:
Positive-gradient-weighted object activation mapping: visual explanation of object detector towards precise colorectal-polyp localisation. Int. J. Comput. Assist. Radiol. Surg. 17(11): 2051-2063 (2022) - [j7]Masahiro Oda, Hayato Itoh, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Depth estimation from single-shot monocular endoscope image using image domain adaptation and edge-aware depth estimation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(3): 266-273 (2022) - [j6]Hayato Itoh, Masahiro Oda, Kai Jiang, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Kensaku Mori:
Uncertainty meets 3D-spatial feature in colonoscopic polyp-size determination. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(3): 289-298 (2022) - [c48]Hayato Itoh, Tao Hu, Masahiro Oda, Shinji Saiki, Koji Kamagata, Nobutaka Hattori, Shigeki Aoki, Kensaku Mori:
Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI. MMMI@MICCAI 2022: 63-75 - [c47]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:
Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. MICCAI (8) 2022: 736-744 - [c46]Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori:
Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI. Medical Imaging: Image Processing 2022 - [c45]Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori:
Substantia nigra analysis by tensor decomposition of T2-weighted images for Parkinson's disease diagnosis. Medical Imaging: Image Processing 2022 - [i2]Masahiro Oda, Hayato Itoh, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation. CoRR abs/2201.04485 (2022) - 2021
- [j5]Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Unsupervised colonoscopic depth estimation by domain translations with a Lambertian-reflection keeping auxiliary task. Int. J. Comput. Assist. Radiol. Surg. 16(6): 989-1001 (2021) - [j4]Hayato Itoh, Masahiro Oda, Kai Jiang, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Kensaku Mori:
Binary polyp-size classification based on deep-learned spatial information. Int. J. Comput. Assist. Radiol. Surg. 16(10): 1817-1828 (2021) - [c44]Eri Mochizuki, Haruka Sone, Hayato Itoh, Atsushi Imiya:
Subspace Discrimination Method for Images Using Singular Value Decomposition. ISVC (2) 2021: 287-298 - [c43]Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori:
Dense-layer-based YOLO-v3 for detection and localization of colon perforations. Medical Imaging: Computer-Aided Diagnosis 2021 - [c42]Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu, Hayato Itoh, Takeyuki Watadani, Osamu Abe, Masahiro Hashimoto, Masahiro Jinzaki, Kensaku Mori:
Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning. Medical Imaging: Computer-Aided Diagnosis 2021 - [c41]Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Yudai Tamada, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Intestinal region reconstruction of ileus cases from 3D CT images based on graphical representation and its visualization. Medical Imaging: Computer-Aided Diagnosis 2021 - [c40]Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kinichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Single-shot three-dimensional reconstruction for colonoscopic image analysis. Medical Imaging: Image-Guided Procedures 2021 - 2020
- [j3]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, Kensaku Mori:
Robust endocytoscopic image classification based on higher-order symmetric tensor analysis and multi-scale topological statistics. Int. J. Comput. Assist. Radiol. Surg. 15(12): 2049-2059 (2020) - [c39]Hayato Itoh, Zhongyang Lu, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori:
Visualising decision-reasoning regions in computer-aided pathological pattern diagnosis of endoscytoscopic images based on CNN weights analysis. Medical Imaging: Computer-Aided Diagnosis 2020 - [c38]Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Hizuru Amano, Aitaro Takimoto, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images. Medical Imaging: Computer-Aided Diagnosis 2020 - [i1]Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Hizuru Amano, Aitaro Takimoto, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images. CoRR abs/2003.01290 (2020)
2010 – 2019
- 2019
- [c37]Hayato Itoh, Atsushi Imiya:
Multilinear Subspace Method Based on Geodesic Distance for Volumetric Object Classification. CAIP (1) 2019: 672-683 - [c36]Hayato Itoh, Holger R. Roth, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori:
Polyp-size classification with RGB-D features for colonoscopy. Medical Imaging: Computer-Aided Diagnosis 2019: 1095015 - [c35]Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Benjamin Villard, Hizuru Amano, Kosuke Chiba, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus Diagnosis. UNSURE/CLIP@MICCAI 2019: 104-114 - [c34]Chenglong Wang, Yuichiro Hayashi, Masahiro Oda, Hayato Itoh, Takayuki Kitasaka, Alejandro F. Frangi, Kensaku Mori:
Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images. MICCAI (6) 2019: 348-356 - 2018
- [c33]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Distances Between Tensor Subspaces. APPIS 2018: 50-59 - [c32]Kaori Tanji, Hayato Itoh, Atsushi Imiya:
Application of Directional Statistics to Classification of Three-Channel Colour Images. APPIS 2018: 60-69 - [c31]Kento Hosoya, Ryo Sasaki, Kaori Tanji, Hayato Itoh, Atsushi Imiya:
Variational Method for Multiresolution Image Registration. APPIS 2018: 157-168 - [c30]Hayato Itoh, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori:
Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition. ECCV Workshops (4) 2018: 534-549 - [c29]Hayato Itoh, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori:
Cascade classification of endocytoscopic images of colorectal lesions for automated pathological diagnosis. Medical Imaging: Computer-Aided Diagnosis 2018: 1057516 - [c28]Hayato Itoh, Atsushi Imiya:
Discrimination of Volumetric Shapes Using Orthogonal Tensor Decomposition. ShapeMI@MICCAI 2018: 277-290 - [c27]Hayato Itoh, Holger R. Roth, Le Lu, Masahiro Oda, Masashi Misawa, Yuichi Mori, Shin-ei Kudo, Kensaku Mori:
Towards Automated Colonoscopy Diagnosis: Binary Polyp Size Estimation via Unsupervised Depth Learning. MICCAI (2) 2018: 611-619 - 2017
- [c26]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Multilinear Methods for Spatio-Temporal Image Recognition. CAIP (1) 2017: 148-159 - [c25]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Analysis of Multilinear Subspaces Based on Geodesic Distance. CAIP (1) 2017: 384-396 - [c24]Tomoya Kato, Hayato Itoh, Atsushi Imiya:
Motion Language of Stereo Image Sequence. CVPR Workshops 2017: 1211-1218 - [c23]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Fast Approximate Karhunen-Loève Transform for Three-Way Array Data. ICCV Workshops 2017: 1827-1834 - [c22]Kaori Tanji, Atsushi Imiya, Hayato Itoh, Hiroaki Kuze, Naohiro Manago:
Linear Data Compression of Hyperspectral Images. ICCV Workshops 2017: 3001-3007 - 2016
- [j2]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Dimension Reduction and Construction of Feature Space for Image Pattern Recognition. J. Math. Imaging Vis. 56(1): 1-31 (2016) - [j1]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Pattern recognition in multilinear space and its applications: mathematics, computational algorithms and numerical validations. Mach. Vis. Appl. 27(8): 1259-1273 (2016) - [c21]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Approximation of N-Way Principal Component Analysis for Organ Data. ACCV Workshops (3) 2016: 16-31 - [c20]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Volumetric Image Pattern Recognition Using Three-Way Principal Component Analysis. SeSAMI@MICCAI 2016: 103-117 - [c19]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Mathematical Aspects of Tensor Subspace Method. S+SSPR 2016: 37-48 - [c18]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Classification of Volumetric Data Using Multiway Data Analysis. S+SSPR 2016: 231-240 - 2015
- [c17]Tomoya Kato, Hayato Itoh, Atsushi Imiya:
Optical Flow Computation with Locally Quadratic Assumption. CAIP (1) 2015: 223-234 - [c16]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Low-Dimensional Tensor Principle Component Analysis. CAIP (1) 2015: 715-726 - [c15]Shun Inagaki, Hayato Itoh, Atsushi Imiya:
Variational Multiple Warping for Cardiac Image Analysis. CAIP (2) 2015: 749-759 - [c14]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Discriminative Properties in Directional Distributions for Image Pattern Recognition. PSIVT 2015: 617-630 - [c13]Shun Inagaki, Hayato Itoh, Atsushi Imiya:
Simultaneous Frame-rate Up-conversion of Image and Optical Flow Sequences. VISAPP (1) 2015: 68-75 - 2014
- [c12]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Global Volumetric Image Registration Using Local Linear Property of Image Manifold. ACCV Workshops (1) 2014: 238-253 - [c11]Shun Inagaki, Hayato Itoh, Atsushi Imiya:
Multiple Alignment of Spatiotemporal Deformable Objects for the Average-Organ Computation. ECCV Workshops (4) 2014: 353-366 - [c10]Hayato Itoh, Atsushi Imiya, Tomoya Sakai:
Two-Dimensional Global Image Registration Using Local Linear Property of Image Manifold. ICPR 2014: 3862-3867 - 2013
- [c9]Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya:
Global Image Registration Using Random Projection and Local Linear Method. CAIP (1) 2013: 564-571 - [c8]Hayato Itoh, Shun Inagaki, Ming-Ying Fan, Atsushi Imiya, Kazuhiko Kawamoto, Tomoya Sakai:
Local Affine Optical Flow Computation. PSIVT Workshops 2013: 203-215 - [c7]Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya:
Topology-Preserving Dimension-Reduction Methods for Image Pattern Recognition. SCIA 2013: 195-204 - [c6]Hayato Itoh, Tomoya Sakai, Kazuhiko Kawamoto, Atsushi Imiya:
Dimension Reduction Methods for Image Pattern Recognition. SIMBAD 2013: 26-42 - 2012
- [c5]Masaki Narita, Atsushi Imiya, Hayato Itoh:
Edge Detection and Smoothing-Filter of Volumetric Data. ISVC (2) 2012: 489-498 - [c4]Hayato Itoh, Shuang Lu, Tomoya Sakai, Atsushi Imiya:
Interpolation of Reference Images in Sparse Dictionary for Global Image Registration. ISVC (2) 2012: 657-667 - 2011
- [c3]Hayato Itoh, Shuang Lu, Tomoya Sakai, Atsushi Imiya:
Global Image Registration by Fast Random Projection. ISVC (1) 2011: 23-32 - [c2]Tomoya Sakai, Haruhiko Nishiguchi, Hayato Itoh, Atsushi Imiya:
Bifurcation of Segment Edge Curves in Scale Space. SSVM 2011: 302-313 - 2010
- [c1]Tomoya Sakai, Hayato Itoh, Atsushi Imiya:
Multi-label Classification for Image Annotation via Sparse Similarity Voting. ACCV Workshops (2) 2010: 344-353
Coauthor Index
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last updated on 2024-10-07 22:23 CEST by the dblp team
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