Tatsuya Yokota

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 38

Top Topics

Total Variation Regularization

Matrix Factorization

Image Reconstruction

Negative Matrix Factorization

Top Venues

Publications

Takanobu Furuhashi, Hidekata Hontani, Tatsuya Yokota
Adaptive Block Sparse Regularization under Arbitrary Linear Transform. CoRR (2024)
Ryoichi Koga, Mauricio Kugler, Tatsuya Yokota, Kouichi Ohshima, Hiroaki Miyoshi, Miharu Nagaishi, Noriaki Hashimoto, Ichiro Takeuchi, Hidekata Hontani
Modification of DDIM Encoding for Generating Counterfactual Pathology Images of Malignant Lymphoma. VISIGRAPP (2): VISAPP (2024)
Manabu Mukai, Hidekata Hontani, Tatsuya Yokota
ADMM-MM Algorithm for General Tensor Decomposition. CoRR (2023)
Hiromu Takayama, Tatsuya Yokota
A New Model for Tensor Completion: Smooth Convolutional Tensor Factorization. IEEE Access 11 (2023)
Noriaki Hashimoto, Kaho Ko, Tatsuya Yokota, Kei Kohno, Masato Nakaguro, Shigeo Nakamura, Ichiro Takeuchi, Hidekata Hontani
Subtype classification of malignant lymphoma using immunohistochemical staining pattern. Int. J. Comput. Assist. Radiol. Surg. 17 (7) (2022)
Ryuki Yamamoto, Hidekata Hontani, Akira Imakura, Tatsuya Yokota
Fast Algorithm for Low-rank Tensor Completion in Delay-embedded Space. CVPR (2022)
Hiromu Takayama, Qibin Zhao, Hidekata Hontani, Tatsuya Yokota
Bayesian Tensor Completion and Decomposition with Automatic CP Rank Determination Using MGP Shrinkage Prior. SN Comput. Sci. 3 (3) (2022)
Tatsuya Yokota, Hidekata Hontani
Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches. CoRR (2022)
Tatsuya Yokota, Hidekata Hontani, Qibin Zhao, Andrzej Cichocki
Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Tatsuya Yokota
Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space. CoRR (2022)
Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. AAAI (2020)
Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. CoRR (2020)
Farnaz Sedighin, Andrzej Cichocki, Tatsuya Yokota, Qiquan Shi
Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction. IEEE Signal Process. Lett. 27 (2020)
Tatsuya Yokota, Kazuya Kawai, Muneyuki Sakata, Yuichi Kimura, Hidekata Hontani
Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior. ICCV (2019)
Mauricio Kugler, Yushi Goto, Yuki Tamura, Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Akinobu Shimizu, Hidekata Hontani
Robust 3D image reconstruction of pancreatic cancer tumors from histopathological images with different stains and its quantitative performance evaluation. Int. J. Comput. Assist. Radiol. Surg. 14 (12) (2019)
Chisa Iwasaki, Ryoichi Imasu, Andrey Bril, Sergey Oshchepkov, Yukio Yoshida, Tatsuya Yokota, Vyacheslav Zakharov, Konstantin Gribanov, Nikita Rokotyan
Retrieval Performance Under Dense Aerosol Conditions. Sensors 19 (5) (2019)
Tatsuya Yokota, Hidekata Hontani
Simultaneous Tensor Completion and Denoising by Noise Inequality Constrained Convex Optimization. IEEE Access 7 (2019)
Tatsuya Yokota, Hidekata Hontani, Qibin Zhao, Andrzej Cichocki
Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior". CoRR (2019)
Tomoshige Shimomura, Mauricio Kugler, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani
Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image. COMPAY/OMIA@MICCAI (2018)
Naoki Kawamura, Tatsuya Yokota, Hidekata Hontani
Super-Resolution of Magnetic Resonance Images via Convex Optimization with Local and Global Prior Regularization and Spectrum Fitting. Int. J. Biomed. Imaging 2018 (2018)
Tatsuya Yokota, Hidekata Hontani
Simultaneous Tensor Completion and Denoising by Noise Inequality Constrained Convex Optimization. CoRR (2018)
Tatsuya Yokota, Hidekata Hontani
Tensor Completion with Shift-invariant Cosine Bases. APSIPA (2018)
Tatsuya Yokota, Burak Erem, Seyhmus Guler, Simon K. Warfield, Hidekata Hontani
Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space. CoRR (2018)
Mauricio Kugler, Yushi Goto, Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani
Accurate 3D Reconstruction of a Whole Pancreatic Cancer Tumor from Pathology Images with Different Stains. COMPAY/OMIA@MICCAI (2018)
Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Hidekata Hontani, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume
Landmark-based reconstruction of 3D smooth structures from serial histological sections. Medical Imaging: Digital Pathology (2018)
Tatsuya Yokota, Burak Erem, Seyhmus Guler, Simon K. Warfield, Hidekata Hontani
Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space. CVPR (2018)
Kazuya Kawai, Hidekata Hontani, Tatsuya Yokota, Muneyuki Sakata, Yuichi Kimura
Simultaneous PET Image Reconstruction and Feature Extraction Method using Non-negative, Smooth, and Sparse Matrix Factorization. APSIPA (2018)
Tatsuya Yokota, Hidekata Hontani
Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm. CVPR (2017)
Tatsuya Yokota, Hidekata Hontani
An efficient method for adapting step-size parameters of primal-dual hybrid gradient method in application to total variation regularization. APSIPA (2017)
Kohei Kawade, Akihiro Wakita, Tatsuya Yokota, Hidekata Hontani, Shigeru Ando
Restoration of Temporal Image Sequence from a Single Image Captured by a Correlation Image Sensor. VISIGRAPP (6: VISAPP) (2017)
Naoki Kawamura, Tatsuya Yokota, Hidekata Hontani, Muneyuki Sakata, Yuichi Kimura
Parametric PET Image Reconstruction via Regional Spatial Bases and Pharmacokinetic Time Activity Model. Entropy 19 (11) (2017)
Kazuya Kawai, Junya Yamada, Hidekata Hontani, Tatsuya Yokota, Muneyuki Sakata, Yuichi Kimura
A robust PET image reconstruction using constrained non-negative matrix factorization. APSIPA (2017)
Sanghee Lee, Mijin Kim, Myungje Choi, Sujung Go, Jhoon Kim, Jung-Hyun Kim, Hyun-Kwang Lim, Ukkyo Jeong, Tae-Young Goo, Akihiko Kuze, Kei Shiomi, Tatsuya Yokota
Aerosol Property Retrieval Algorithm over Northeast Asia from TANSO-CAI Measurements Onboard GOSAT. Remote. Sens. 9 (7) (2017)
Tatsuya Yokota, Namgil Lee, Andrzej Cichocki
Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria. IEEE Trans. Signal Process. 65 (5) (2017)
Tatsuya Yokota, Qibin Zhao, Andrzej Cichocki
Smooth PARAFAC Decomposition for Tensor Completion. IEEE Trans. Signal Process. 64 (20) (2016)
Eric Dupuy, Isamu Morino, Nicholas M. Deutscher, Yukio Yoshida, Osamu Uchino, Brian J. Connor, Martine De Mazière, David W. T. Griffith, Frank Hase, Pauli Heikkinen, Patrick W. Hillyard, Laura T. Iraci, Shuji Kawakami, Rigel Kivi, Tsuneo Matsunaga, Justus Notholt, Christof Petri, James R. Podolske, David F. Pollard, Markus Rettinger, Coleen M. Roehl, Vanessa Sherlock, Ralf Sussmann, Geoffrey C. Toon, Voltaire A. Velazco, Thorsten Warneke, Paul O. Wennberg, Debra Wunch, Tatsuya Yokota
, 414. Remote. Sens. 8 (12) (2016)
Tatsuya Yokota, Andrzej Cichocki
Tensor completion via functional smooth component deflation. ICASSP (2016)
Eric Dupuy, Isamu Morino, Nicholas M. Deutscher, Yukio Yoshida, Osamu Uchino, Brian J. Connor, Martine De Mazière, David W. T. Griffith, Frank Hase, Pauli Heikkinen, Patrick W. Hillyard, Laura T. Iraci, Shuji Kawakami, Rigel Kivi, Tsuneo Matsunaga, Justus Notholt, Christof Petri, James R. Podolske, David F. Pollard, Markus Rettinger, Coleen M. Roehl, Vanessa Sherlock, Ralf Sussmann, Geoffrey C. Toon, Voltaire A. Velazco, Thorsten Warneke, Paul O. Wennberg, Debra Wunch, Tatsuya Yokota
O Retrieved from GOSAT Short-Wavelength Infrared Spectra with Observations from the TCCON Network. Remote. Sens. 8 (5) (2016)
Tatsuya Yokota, Qibin Zhao, Chao Li, Andrzej Cichocki
Smooth PARAFAC Decomposition for Tensor Completion. CoRR (2015)
Tatsuya Yokota, Rafal Zdunek, Andrzej Cichocki, Yukihiko Yamashita
Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis. Signal Process. 113 (2015)
Tatsuya Yokota, Andrzej Cichocki
A fast automatic low-rank determination algorithm for noisy matrix completion. APSIPA (2015)
Kazuko Hiyoshi-Taniguchi, M. Kawasaki, Tatsuya Yokota, Hovagim Bakardjian, Hironori Fukuyama, Andrzej Cichocki, François B. Vialatte
EEG Correlates of Voice and Face Emotional Judgments in the Human Brain. Cogn. Comput. 7 (1) (2015)
Akihiko Kuze, Thomas E. Taylor, Fumie Kataoka, Carol J. Bruegge, David Crisp, Masatomo Harada, Mark Helmlinger, Makoto Inoue, Shuji Kawakami, Nobuhiro Kikuchi, Yasushi Mitomi, Jumpei Murooka, Masataka Naitoh, Denis M. O'Brien, Christopher W. O'Dell, Hirofumi Ohyama, Harold Pollock, Florian M. Schwandner, Kei Shiomi, Hiroshi Suto, Toru Takeda, Tomoaki Tanaka, Tomoyuki Urabe, Tatsuya Yokota, Yukio Yoshida
Long-Term Vicarious Calibration of GOSAT Short-Wave Sensors: Techniques for Error Reduction and New Estimates of Radiometric Degradation Factors. IEEE Trans. Geosci. Remote. Sens. 52 (7) (2014)
Yoshikazu Washizawa, Tatsuya Yokota, Yukihiko Yamashita
Multiple Kernel Learning for Quadratically Constrained MAP Classification. IEICE Trans. Inf. Syst. (5) (2014)
Tatsuya Yokota, Andrzej Cichocki
Multilinear tensor rank estimation via Sparse Tucker Decomposition. SCIS&ISIS (2014)
Rafal Zdunek, Andrzej Cichocki, Tatsuya Yokota
B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization. ICAISC (2) (2014)
Tatsuya Yokota, Andrzej Cichocki
Linked Tucker2 Decomposition for Flexible Multi-block Data Analysis. ICONIP (3) (2014)
Tatsuya Yokota, Toru Wakahara, Yukihiko Yamashita
Heteroscedastic Gaussian based correction term for fisher discriminant analysis and its kernel extension. IJCNN (2013)
Hiroshi Okumura, Shoichiro Takubo, Takeru Kawasaki, Indra N. Abdullah, Osamu Uchino, Isamu Morino, Tatsuya Yokota, Tomohiro Nagai, Tetsu Sakai, Takashi Maki, Kohei Arai
Improvement of web-based data acquisition and management system for GOSAT validation lidar data analysis. Visualization and Data Analysis (2013)
Tatsuya Yokota, Yukihiko Yamashita
A Quadratically Constrained MAP Classifier Using the Mixture of Gaussians Models as a Weight Function. IEEE Trans. Neural Networks Learn. Syst. 24 (7) (2013)
Thomas E. Taylor, Christopher W. O'Dell, Denis M. O'Brien, Nobuyuki Kikuchi, Tatsuya Yokota, Takashi Y. Nakajima, Haruma Ishida, David Crisp, Teruyuki Nakajima
Comparison of Cloud-Screening Methods Applied to GOSAT Near-Infrared Spectra. IEEE Trans. Geosci. Remote. Sens. 50 (1) (2012)
Kazuko Hiyoshi-Taniguchi, M. Kawasaki, Tatsuya Yokota, Hovagim Bakardjian, Hironori Fukuyama, François B. Vialatte, Andrzej Cichocki
EEG Beta Range Dynamics and Emotional Judgments of Face and Voices. IJCCI (2012)
Tatsuya Yokota, Andrzej Cichocki, Yukihiko Yamashita
Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis. ICONIP (3) (2012)
Nawo Eguchi, Yukio Yoshida, Isamu Morino, Nobuyuki Kikuchi, Tazu Saeki, Makoto Inoue, Osamu Uchino, Shamil Maksyutov, Hiroshi Watanabe, Tatsuya Yokota
Seasonal variations of greenhouse gas column-averaged dry air mole fractions retrieved from SWIR spectra of GOSAT TANSO-FTS. IGARSS (2011)
Tatsuya Yokota, Yukihiko Yamashita
Quadratically Constrained Maximum a Posteriori Estimation for Binary Classifier. MLDM (2011)
Tatsuya Yokota, Yukihiko Yamashita
Support Vector Machines with Weighted Regularization. ICONIP (2) (2011)
Hideaki Nakajima, Takafumi Sugita, Tatsuya Yokota, Yasuhiro Sasano
ILAS-II scientific results. IGARSS (2005)
Yasuhiro Sasano, Makoto Suzuki, Tatsuya Yokota, Hiroshi Kanzawa
ILAS for stratospheric ozone layer monitoring: outline of data processing (Version 3.00 and 3.10) and validation experiments. IEEE Trans. Geosci. Remote. Sens. 37 (3) (1999)
Sonoyo Mukai, Itaru Sano, Yasuhiro Sasano, Makoto Suzuki, Tatsuya Yokota
Retrieval algorithms for stratospheric aerosols based on ADEOS/ILAS measurements. IEEE Trans. Geosci. Remote. Sens. 32 (5) (1994)