Akinobu Shimizu

Akinobu Shimizu, Takuya Narihira, Hidefumi Kobatake, Daisuke Furukawa, Shigeru Nawano, Kenji Shinozaki: Ensemble Learning Based Segmentation of Metastatic Liver Tumours in Contrast-Enhanced Computed Tomography. IEICE Transactions 96-D(4): 864-868 (2013)

Keita Nakagomi, Akinobu Shimizu, Hidefumi Kobatake, Masahiro Yakami, Koji Fujimoto, Kaori Togashi: Multi-shape graph cuts with neighbor prior constraints and its application to lung segmentation from a chest CT volume. Medical Image Analysis 17(1): 62-77 (2013)

Sho Tomoshige, Elco Oost, Akinobu Shimizu, Hidefumi Watanabe, Hidefumi Kobatake, Shigeru Nawano: Relaxed Conditional Statistical Shape Models and Their Application to Non-contrast Liver Segmentation. Abdominal Imaging 2012: 126-136

Shigeyuki Uematsu, Yuichi Kobayashi, Akinobu Shimizu, Toru Kaneko: Prediction of object manipulation using tactile sensor information by a humanoid robot. ROSE 2012: 37-42

Takuo Sekiguchi, Yuichi Kobayashi, Akinobu Shimizu, Toru Kaneko: Online learning of optimal robot behavior for object manipulation using mode switching. ROSE 2012: 61-66

Akinobu Shimizu, Tatsuya Kimoto, Hidefumi Kobatake, Shigeru Nawano, Kenji Shinozaki: Automated pancreas segmentation from three-dimensional contrast-enhanced computed tomography. Int. J. Computer Assisted Radiology and Surgery 5(1): 85-98 (2010)

Atsushi Takemura, Akinobu Shimizu, Kazuhiko Hamamoto: A cost-sensitive extension of AdaBoost with markov random field priors for automated segmentation of breast tumors in ultrasonic images. Int. J. Computer Assisted Radiology and Surgery 5(5): 537-547 (2010)

Atsushi Takemura, Akinobu Shimizu, Kazuhiko Hamamoto: Discrimination of Breast Tumors in Ultrasonic Images Using an Ensemble Classifier Based on the AdaBoost Algorithm With Feature Selection. IEEE Trans. Med. Imaging 29(3): 598-609 (2010)

Elco Oost, Yuki Akatsuka, Akinobu Shimizu, Hidefumi Kobatake, Daisuke Furukawa, Akihiro Katayama: Vessel segmentation in eye fundus images using ensemble learning and curve fitting. ISBI 2010: 676-679

Akinobu Shimizu, Keita Nakagomi, Takuya Narihira, Hidefumi Kobatake, Shigeru Nawano, Kenji Shinozaki, Koichi Ishizu, Kaori Togashi: Automated Segmentation of 3D CT Images Based on Statistical Atlas and Graph Cuts. MCV 2010: 214-223

Mitsutaka Nemoto, Soshi Honmura, Akinobu Shimizu, Daisuke Furukawa, Hidefumi Kobatake, Shigeru Nawano: A pilot study of architectural distortion detection in mammograms based on characteristics of line shadows. Int. J. Computer Assisted Radiology and Surgery 4(1): 27-36 (2009)

Tobias Heimann, Bram van Ginneken, Martin Styner, Yulia Arzhaeva, Volker Aurich, Christian Bauer, Andreas Beck, Christoph Becker, Reinhard Beichel, György Bekes, Fernando Bello, Gerd Karl Binnig, Horst Bischof, Alexander Bornik, Peter Cashman, Ying Chi, Andrés Cordova, Benoit M. Dawant, Márta Fidrich, Jacob D. Furst, Daisuke Furukawa, Lars Grenacher, Joachim Hornegger, Dagmar Kainmüller, Richard Kitney, Hidefumi Kobatake, Hans Lamecker, Thomas Lange, Jeongjin Lee, Brian Lennon, Rui Li, Senhu Li, Hans-Peter Meinzer, Gábor Németh, Daniela Stan Raicu, Anne-Mareike Rau, Eva M. van Rikxoort, Mikaël Rousson, László Ruskó, Kinda Anna Saddi, Günter Schmidt, Dieter Seghers, Akinobu Shimizu, Pieter Slagmolen, Erich Sorantin, Grzegorz Soza, Ruchaneewan Susomboon, Jonathan M. Waite, Andreas Wimmer, Ivo Wolf: Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets. IEEE Trans. Med. Imaging 28(8): 1251-1265 (2009)

Ludvík Tesar, Akinobu Shimizu, Daniel Smutek, Hidefumi Kobatake, Shigeru Nawano: Medical image analysis of 3D CT images based on extension of Haralick texture features. Comp. Med. Imag. and Graph. 32(6): 513-520 (2008)

Akinobu Shimizu, Rena Ohno, Takaya Ikegami, Hidefumi Kobatake, Shigeru Nawano, Daniel Smutek: Segmentation of multiple organs in non-contrast 3D abdominal CT images. Int. J. Computer Assisted Radiology and Surgery 2(3-4): 135-142 (2007)

Lin-Lin Huang, Akinobu Shimizu: A multi-expert approach for robust face detection. Pattern Recognition 39(9): 1695-1703 (2006)

Mitsutaka Nemoto, Akinobu Shimizu, Yoshihiro Hagihara, Hidefumi Kobatake, Shigeru Nawano: Improvement of tumor detection performance in mammograms by feature selection from a large number of features and proposal of fast feature selection method. Systems and Computers in Japan 37(12): 56-68 (2006)

Daniel Smutek, Akinobu Shimizu, Ludvík Tesar, Hidefumi Kobatake, Shigeru Nawano, Stepán Svacina: Automatic Internal Medicine Diagnostics Using Statistical Imaging Methods. CBMS 2006: 405-412

Lin-Lin Huang, Akinobu Shimizu: Combining Classifiers for Robust Face Detection. ISNN (2) 2006: 116-121

Mitsutaka Nemoto, Akinobu Shimizu, Hidefumi Kobatake, Hideya Takeo, Shigeru Nawano: Study on Cascade Classification in Abnormal Shadow Detection for Mammograms. Digital Mammography / IWDM 2006: 324-331

Daniel Smutek, Akinobu Shimizu, Ludvík Tesar, Hidefumi Kobatake, Shigeru Nawano: Artificial Intelligence Methods Application in Liver Diseases Classification from CT Images. PRIS 2006: 146-155

Daniel Smutek, Akinobu Shimizu, Hidefumi Kobatake, Shigeru Nawano, Ludvík Tesar: Texture Analysis of Hepatocellular Carcinoma and Liver Cysts in CT Images. SPPRA 2006: 56-59

Hideya Takeo, Kazuo Shimura, Takashi Imamura, Akinobu Shimizu, Hidefumi Kobatake: Detection System of Clustered Microcalcifications on CR Mammogram. IEICE Transactions 88-D(11): 2591-2602 (2005)

Lin-Lin Huang, Akinobu Shimizu, Hidefumi Kobatake: Robust face detection using Gabor filter features. Pattern Recognition Letters 26(11): 1641-1649 (2005)

Jun-ya Nakagawa, Akinobu Shimizu, Hidefumi Kobatake: Development of an automated extraction method for liver tumors in three-dimensional multiphase multislice images. Systems and Computers in Japan 36(9): 43-54 (2005)

Yoshie Matsuo, Akinobu Shimizu, Hidefumi Kobatake: An interval change detection method for two chest X-ray images with different rotation angles of the human body and its performance evaluation. Systems and Computers in Japan 36(10): 30-42 (2005)

Lin-Lin Huang, Akinobu Shimizu, Hidefumi Kobatake: Classification-Based Face Detection Using Compound Features. ISNN (2) 2005: 99-104

Xuebin Hu, Akinobu Shimizu, Hidefumi Kobatake, Shigeru Nawano: ICA Mixture Analysis of Four-Phase Abdominal CT Images. IEICE Transactions 87-D(11): 2521-2525 (2004)

Sachiko Furuya, Jun Wei, Yoshihiro Hagihara, Akinobu Shimizu, Hidefumi Kobatake, Shigeru Nawano: Improvement of performance to discriminate malignant tumors from normal tissue on mammograms by feature selection and evaluation of feature selection criteria. Systems and Computers in Japan 35(7): 72-84 (2004)

Akinobu Shimizu, Yoshie Matsuo, Hidefumi Kobatake: Registration method for interval change detection between two chest X-ray images with different rotation angles. CARS 2004: 917-922

Akinobu Shimizu, Shigeru Nawano: Preliminary report of competition for liver region extraction algorithms from three-dimensional CT images. CARS 2004: 1361

Lin-Lin Huang, Akinobu Shimizu, Hidefumi Kobatake: Classification-Based Face Detection Using Gabor Filter Features. FGR 2004: 397-402

Rajalida Lipikorn, Akinobu Shimizu, Hidefumi Kobatake: Three-Dimensional Object Recognition Using a Modified Exoskeleton and Extended Hausdorff Distance Matching Algorithm. ICIAR (1) 2004: 697-704

Lin-Lin Huang, Akinobu Shimizu, Hidefumi Kobatake: A Multi-Expert Approach for Robust Face Detection. ICPR (3) 2004: 942-945

Xuebin Hu, Akinobu Shimizu, Hidefumi Kobatake, Shigeru Nawano: Applying ICA Mixture Analysis for Segmenting Liver from Multi-phase Abdominal CT Images. MIAR 2004: 54-61

Xuebin Hu, Akinobu Shimizu, Hidefumi Kobatake, Shigeru Nawano: Independent Component Analysis of Four-Phase Abdominal CT Images. MICCAI (2) 2004: 916-924

Lin-Lin Huang, Akinobu Shimizu, Yoshihiro Hagihara, Hidefumi Kobatake: Face detection from cluttered images using a polynomial neural network. Neurocomputing 51: 197-211 (2003)

Lin-Lin Huang, Akinobu Shimizu, Yoshihiro Hagihara, Hidefumi Kobatake: Gradient feature extraction for classification-based face detection. Pattern Recognition 36(11): 2501-2511 (2003)

Baigalmaa Tsagaan, Akinobu Shimizu, Hidefumi Kobatake, Kunihisa Miyakawa: Development of extraction method of kidneys from abdominal CT images using a three-dimensional deformable model. Systems and Computers in Japan 34(5): 37-46 (2003)

Akinobu Shimizu, Takeshi Hitosugi, Jun-ya Nakagawa, Misato Tamura, Hidefumi Kobatake: Development of computer-aided diagnosis system for 3D multi-detector row CT images of livers. CARS 2003: 1055-1062

Rajalida Lipikorn, Akinobu Shimizu, Hidefumi Kobatake: A Modified Exoskeleton and a Hausdorff Distance Matching Algorithm for Shape-Based Object Recognition. CISST 2003: 507-511

Rajalida Lipikorn, Akinobu Shimizu, Yoshihiro Hagihara, Hidefumi Kobatake: 3D Modified exoskeleton and its applications for shape recognition. ICASSP 2002: 3568-3571

Lin-Lin Huang, Akinobu Shimizu, Hidefumi Kobatake: Face Detection Using a Modified Radial Basis Function Neural Network. ICPR (2) 2002: 342-345

Rajalida Lipikorn, Akinobu Shimizu, Yoshihiro Hagihara, Hidefumi Kobatake: A Methodology for 3D Shape Recognition Using Modified Exoskeleton. JCIS 2002: 753-756

Baigalmaa Tsagaan, Akinobu Shimizu, Hidefumi Kobatake, Kunihisa Miyakawa: An Automated Segmentation Method of Kidney Using Statistical Information. MICCAI (1) 2002: 556-563

Xiang-rong Zhou, Akinobu Shimizu, Jun-ichi Hasegawa, Jun-ichiro Toriwaki: 3D IMPRESS vision expert system for automated construction of three-dimensional image processing procedures and its performance evaluation. Systems and Computers in Japan 32(4): 25-37 (2001)

Yasushi Hirano, Akinobu Shimizu, Jun-ichi Hasegawa, Jun-ichiro Toriwaki: A tracking algorithm for extracting ridge lines in three-dimensional gray images using curvature of four-dimensional hypersurface. Systems and Computers in Japan 32(12): 25-37 (2001)

Lin-Lin Huang, Akinobu Shimizu, Yoshihiro Hagihara, Hidefumi Kobatake: Face detection from cluttered images using a polynomial neural network. ICIP (2) 2001: 669-672

Baigalmaa Tsagaan, Akinobu Shimizu, Hidefumi Kobatake, Kunihisa Miyakawa, Yoshinori Hanzawa: Segmentation of kidney by using a deformable model. ICIP (3) 2001: 1059-1062

Toshihiro Hamada, Akinobu Shimizu, Toyofumi Saito, Jun-ichi Hasegawa, Jun-ichiro Toriwaki: Comparative Study of Automatic Acquisition Methods of Image Processing Procedures. Discovery Science 2000: 311-314

Toshihiro Hamada, Akinobu Shimizu, Jun-ichi Hasegawa, Jun-ichiro Toriwaki: Automated Construction of Image Processing Procedure Based on Misclassification Condition. ICPR 2000: 2430-2433

Hidefumi Kobatake, Jun Wei, Yoshihiro Hagihara, Akinobu Shimizu, Yukiyasu Yoshinaga: Nonlinear Adaptive Convergence Index Filters and Their Characteristics. ICPR 2000: 3526-3529

Toshihiro Hamada, Akinobu Shimizu, Toyofumi Saito, Jun-ichi Hasegawa, Jun-ichiro Toriwaki: Automatic Acquisition of Image Processing Procedures from Sample Sets of Classified Images Based on Requirement of Misclassification Rate. Discovery Science 1999: 323-325

Akinobu Shimizu, Jun-ichiro Toriwaki, Jun-ichi Hasegawa: Characteristics of rotatory second order difference filter for computer aided diagnosis of medical images. Systems and Computers in Japan 26(11): 38-51 (1995)

Akinobu Shimizu, Jun-ichiro Toriwaki, Jun-ichi Hasegawa: Characteristics of minimum directional difference filter which extracts circumscribed shadows in chest X-ray images. Systems and Computers in Japan 25(2): 56-66 (1994)