Yoshihiro Mitani

Publication Activity (10 Years)

Years Active: 1995-2022
Publications (10 Years): 7

Top Topics

Cancer Classification

Ensemble Learning

Ultrasound Images

Top Venues

Publications

Yoshihiro Mitani, Wataru Yoshimura, Yoshihiko Hamamoto
An evaluation of classifiers for reading resistor colors. AICCC (2022)
Yuki Ono, Yoshihiro Mitani
Evaluation of feature extraction methods with ensemble learning for breast cancer classification. LifeTech (2022)
Yoshihiro Mitani, Robert B. Fisher, Yusuke Fujita, Yoshihiko Hamamoto, Isao Sakaida
Image Correction Methods for Regions of Interest in Liver Cirrhosis Classification on CNNs. Sensors 22 (9) (2022)
Yoshihiro Mitani, Naoki Yamaguchi, Yusuke Fujita, Yoshihiko Hamamoto
Effects of transfer learning for handwritten digit classification in a small training sample size situation. AICCC (2022)
Yoshihiro Mitani, Robert B. Fisher, Yusuke Fujita, Yoshihiko Hamamoto, Isao Sakaida
Effect of an Augmentation on CNNs in Classifying a Cirrhosis Liver on B-Mode Ultrasound Images. LifeTech (2020)
Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai, Isao Sakaida
Training sample selection based on self-training for liver cirrhosis classification using ultrasound images. QCAV (2017)
Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai, Isao Sakaida
Training ROI Selection Based on MILBoost for Liver Cirrhosis Classification Using Ultrasound Images. IEA/AIE (2016)
Ryo Shimata, Yoshihiro Mitani, Tsumoru Ochiai
A study of pupil detection and tracking by image processing techniques for a human eye-computer interaction system. SNPD (2015)
K. Fujino, Yoshihiro Mitani, Takaya Hayashi, Yusuke Fujita, Yoshihiko Hamamoto, Makoto Segawa, Shuji Terai, Isao Sakaida
A note of liver cirrhosis classification on M-mode ultrasound images by higher-order local auto-correlation features. SoCPaR (2013)
Yoshihiro Mitani, Yusuke Fujita, Naofumi Matsunaga, Yoshihiko Hamamoto
The Use of a Local Histogram Feature Vector of Classifying Diffuse Lung Opacities in High-Resolution Computed Tomography. IEA/AIE (2012)
Yoshihiro Mitani, Yuuki Sugimura, Yoshihiko Hamamoto
A Method for Reading a Resistor by Image Processing Techniques. KES (1) (2008)
Yusuke Fujita, Yoshihiro Mitani, Yoshihiko Hamamoto
A Method for Crack Detection on a Concrete Structure. ICPR (3) (2006)
Yoshihiro Mitani, Yoshihiko Hamamoto
A local mean-based nonparametric classifier. Pattern Recognit. Lett. 27 (10) (2006)
Yoshihiro Mitani, Yusuke Fujita, Naofumi Matsunaga, Yoshihiko Hamamoto
A Study on Nonparametric Classifiers for a CAD System of Diffuse Lung Opacities in Thin-Section Computed Tomography Images. KES (2004)
Yoshihiro Mitani, Naofumi Matsunaga, Yoshihiko Hamamoto
Artificial Images for Classifying Diffuse Lung Opacities in Thin-Section Computed Tomography Images. ICPR (3) (2004)
Yoshihiro Mitani, H. Yasuda, S. Kido, Kazuhiro Ueda, Naofumi Matsunaga, Yoshihiko Hamamoto
Combining the Gabor and Histogram Features for Classifying Diffuse Lung Opacities in Thin-Section Computed Tomography. ICPR (1) (2002)
Yoshihiro Mitani, Yoshihiko Hamamoto
Classifier Design Based on the Use of Nearest Neighbor Samples. ICPR (2000)
Yoshihiro Mitani, H. Hirayama, H. Yasuda, S. Kido, Yoshihiko Hamamoto, Kazuhiro Ueda, Naofumi Matsunaga
A Gabor filter-based classification for diffuse lung opacities in thin-section computed tomography images. KES (2000)
Takashi Miyamoto, Yoshihiko Hamamoto, Yoshihiro Mitani
Use of Bootstrap Samples in Quadratic Classifier Design. ICPR (2000)
Yoshihiko Hamamoto, Shunji Uchimura, Masanori Watanabe, Tetsuya Yasuda, Yoshihiro Mitani, Shingo Tomita
A gabor filter-based method for recognizing handwritten numerals. Pattern Recognit. 31 (4) (1998)
Yoshihiro Mitani, Yoshihiko Hamamoto
A Bootstrap-Based Learning with the Cross Validation. ICONIP (1998)
Yoshihiko Hamamoto, Yoshihiro Mitani, H. Ishihara, Toshinori Hase, Shingo Tomita
Evaluation of an anti-regularization technique in neural networks. ICPR (1996)
Yoshihiko Hamamoto, Toshinori Hase, Yoshihiro Mitani, Shingo Tomita
A Note on the Generalization Error in Neural Networks. IEA/AIE (1996)
Yoshihiro Mitani, Yoshihiko Hamamoto, Shingo Tomita
Evaluation of the Noise Injection in High Dimensions. MVA (1996)
Yoshihiro Mitani, Yoshihiko Hamamoto, Shingo Tomita
Use of bootstrap samples in designing artificial neural network classifiers. ICNN (1995)