Research field (3)：
Sensitivity (kansei) informatics
, Perceptual information processing
, Human interfaces and interactions
Research theme for competitive and other funds (13)：
2019 - 2022 Analysis of visual information peocessing on mechanism of occlusion perception viewing high-definition images
2015 - 2018 オクルージョン知覚機構の解明とこれに基づいた高精細映像処理法
2017 - Multicrystalline informatics toward establishment of general grain boundary physics and realization of high-quality silicon ingot with ideal microstructures
2014 - 2017 Information Theoretic Understanding of Autonomic Cardiac Regulation and Its Application to Medical Diagnosis
1999 - 2002 FINDING THE CORRESPONDENCES AMONG EVENTS OBSERVED BY DIFFERENT SENSATIONS AND ITS APPLICATION TO KNOWLEDGE ACQUISITION
1999 - 2000 遠隔操作のための眼内視差と運動視差を考慮した立体呈示法
1998 - 2000 A SYSTEM FOR HELPING BLIND CHILDREN ACQUIRE SPATIAL AWARENESS AND FUNDAMENTAL
1997 - 1998 奥行き知覚における小さな眼球運動により生じる眼内視差の役割
1997 - 1997 音源と文字を定位する知能移動ロボット
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Papers (58)：
Kenta Yamakoshi, Yutaka Ohno, Kentaro Kutsukake, Takuto Kojima, Tatsuya Yokoi, Hideto Yoshida, Hiroyuki Tanaka, Xin Liu, Hiroaki Kudo, Noritaka Usami. Multicrystalline Informatics Applied to Multicrystalline Silicon for Unraveling the Microscopic Root Cause of Dislocation Generation. Advanced Materials. 2023
Kyoka Hara, Takuto Kojima, Kentaro Kutsukake, Hiroaki Kudo, Noritaka Usami. 3D CNN and grad-CAM based visualization for predicting generation of dislocation clusters in multicrystalline silicon. APL machine learning. 2023
Kyoka Hara, Takuto Kojima, Kentaro Kutsukake, Hiroaki Kudo, Noritaka Usami. A machine learning-based prediction of crystal orientations for multicrystalline materials. APL machine learning. 2023
Hikaru Kato, Soichiro Kamibeppu, Takuto Kojima, Tetsuya Matsumoto, Hiroaki Kudo, Yoshinori Takeuchi, Kentaro Kutsukake, Noritaka Usami. Estimation of Crystal Orientation of Grains on Polycrystalline Silicon Substrate by Recurrent Neural Network. IEEJ Transactions on Electrical and Electronic Engineering. 2022. 17. 11. 1685-1687
Shaoxiang Dang, Tetsuya Matsumoto, Hiroaki Kudo, Yoshinori Takeuchi. Improved Speech Separation Performance from Monaural Mixed Speech Based on Deep Embedding Network. IEEJ Transactions on Electronics, Information and Systems. 2022. 142. 6. 643-649
Effect of illumination directions in semantic segmentation of dislocation clusters in chemical etched multicrystalline silicon wafer
(The Twelfth International Workshop on Image Media Quality and its Applications (IMQA2024) 2024)
An overview of the “Multicrystalline Informatics” project
(3rd International Symposium on Modeling of Crystal Growth Processes and Devices)
Visual Explanations for the Generation of Dislocation Clusters in Multicrystalline Silicon Using Gradient-based Techniques
(2022 MRS Fall Meeting & Exhibit)
Crystal-orientation-based Analysis on Ingot-scale Structure of Multicrystalline Silicon
(2022 MRS Fall Meeting & Exhibit)
Image translation from two optical and one grain boundary images to distribution image of generation points of dislocations clusters in a multicrystalline silicon wafer
(33rd International Photovoltaic Science and Engineering Conference (PVSEC-33),)
