Faculty Database - HOSAKA TADAAKI

■ Books and Papers

1.	2023/05	Article	Effects of parity, frustration, and stochastic fluctuations on integrated conceptual information for networks with two small-sized loops Neural Networks pp.131-146 (Single)
2.	2019/03	Article	Bankruptcy prediction using imaged financial ratios and convolutional neural networks Expert Systems with Applications pp.287-299 (Single)
3.	2016/06	Article	Corporate Bankruptcy Forecast Using RealAdaBoost Information-An International Interdisciplinary Journal 19(6(B)),pp.2285-2298 (Collaboration)
4.	2016/05	Article	Compressive multi-spectral imaging using self-correlations of images based on hierarchical joint sparsity models MACHINE VISION AND APPLICATIONS 27(4),pp.499-510 (Collaboration)
5.	2016/03	Article	Financial Indicator Extraction and Model Building for de Facto Bankruptcy Prediction Using AdaBoost pp.29-43 (Collaboration)
6.	2014/06	Article	Enhancing Estimation of Night-Time Leading Vehicles Based on White Line Detection on Traffic Lanes The Journal of The Institute of Image Information and Television Engineers pp.J302-J305 (Collaboration)
7.	2013/08	Article	Sensor-Pattern-Noise Map Reconstruction in Source Camera Identification for Size-Reduced Images IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS E96D(8),pp.1882-1885 (Collaboration)
8.	2012/10	Article	Proposal of New Quad-HD Multi-camera System and High Resolution Image Synthesis Algorithm 映像情報メディア学会誌(Web) pp.354-364 (Collaboration)
9.	2011/12	Article	Intent-Based Image Retrieval by Feedback-Assisted Sequential Learning The IEICE transactions on information and systems (Japanese edetion) pp.1979-1982 (Collaboration)
10.	2011/03	Article	Object detection using background subtraction and foreground motion estimation IPSJ Transactions on Computer Vision and Applications 3,pp.9-20 (Collaboration)
11.	2011/02	Article	Image Quality Enhancement for Single-Image Super Resolution Based on Local Similarities and Support Vector Regression IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E94A(2),pp.552-554 (Collaboration)
12.	2009/10	Article	Image matting based on local color discrimination by SVM PATTERN RECOGNITION LETTERS 30(14),pp.1253-1263 (Collaboration)
13.	2007/03	Article	Image Segmentation Using MAP-MRF Estimation and Support Vector Machine Interdisciplinary Information Sciences 13(1),pp.33-42 (Collaboration)
14.	2006/06	Article	Statistical mechanical approach to lossy data compression: Theory and practice PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 365(1),pp.113-119 (Collaboration)
15.	2005/12	Article	Repulsive delayed random walk Artificial Life and Robotics 9(4),pp.194-196 (Collaboration)
16.	2005/01	Article	Statistical mechanical approach to error exponents of lossy data compression JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 74(1),pp.488-497 (Collaboration)
17.	2004/10	Article	Lattice constants, electrical resistivity and specific heat of RNiC2 JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN 73(10),pp.2790-2794 (Collaboration)
18.	2002/12	Article	Statistical mechanics of lossy data compression using a nonmonotonic perceptron PHYSICAL REVIEW E 66(6),pp.066126 (Collaboration)
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■ Conference Presentations

1.	2020/02	Stereoscopic Text-based CAPTCHA on Head-Mounted Displays (15th International Conference on Computer Vision Theory and Applications (VISAPP2020))
2.	2017/03	Boosting Approach to Early Bankruptcy Prediction from Multiple-year Financial Statements (4th Asia Pacific Conference on Advanced Research)
3.	2015/11	Financial Ratios Extraction Using AdaBoost for Delisting Prediction (The Seventh International Conference on Information)
4.	2013/01	Night-Time Leading Vehicle Detection Using Two Different-Exposure Images (International Workshop on Advanced Image Technology (IWAIT 2013))
5.	2013/01	Speed Estimation of the Clubhead and the Ball from Golf Swing Video Sequences (International Workshop on Advanced Image Technology (IWAIT 2013))
6.	2011/12	Development and Analysis of Quad-HD Multi-Camera System (International Display Workshops (IDW2011))
7.	2011/12	Smart Image Sensors and Their Application to 3D Imaging (International Display Workshops (IDW2011))
8.	2011/09	Cancer Detection from Biopsy Images Using Probabilistic and Discriminative Features (IEEE International Conference on Image Processing (ICIP 2011))
9.	2010/12	Content-based Image Retrieval Using SIFT and CILAC Features (Workshop on Picture Coding and Image Processing (WPCIP 2010))
10.	2010/12	Human Blink-Based Verification Using Eigenspace Method (Workshop on Picture Coding and Image Processing (WPCIP 2010))
11.	2010/05	Single Image Super-Resolution Using Local Similarity and MAP Estimation (International Workshop on Image Media Quality and its Applications)
12.	2010/03	New Features and Discriminant Analysis for Human Blinking Verification (International Workshop on Nonlinear Circuits, Communications and Signal Processing)
13.	2010/01	Virtual View Image Synthesis for Eye-contact in TV Conversation System (Electronic Imaging, Three-Dimensional Image Processing (3DIP) and Applications)
14.	2009/12	Arbitrary View Generation for Eye-contact Communication Using Projective Transformations (International Conference on Virtual Reality Continuum and its Applications in Industry)
15.	2009/12	Arbitrary Viewpoint Image Synthesis for Real-time Processing System Using Multiple Image Sensors (International Conference on Virtual Reality Continuum and its Applications in Industry)
16.	2009/12	Arbitrary Viewpoint Image Synthesis on Multi-Layered Scene Using Reconstruction Filters (International Symposium on Intelligent Signal Processing and Communication Systems)
17.	2008/11	Image Synthesis Using Eight Cameras Array and its Real Time Implementation on FPGA (International Topical Meeting on Information Photonics 2008)
18.	2008/11	System for Synthesizing Arbitrary Viewpoint Images by Random Access Image Sensors (International Topical Meeting on Information Photonics 2008)
19.	2008/08	HLAC Approach to Automatic Object Counting (International Symposium on Bio-inspired Learning and Intelligent Systems for Security)
20.	2007/09	Image Matting in the Framework of Quantification IV (IEEE International Conference on Image Processing (ICIP 2007))
21.	2007/08	An Automatic Evaluation Method of Image Mattes (The Seventh IASTED International Conference on Visualization, Imaging, and Image Processing)
22.	2007/03	Image Matting Using SVM and Neighboring Information (2nd International Conference on Computer Vision Theory and Applications)
23.	2006/03	Sticky Random Walks (2006 American Physical Society March Meeting)
24.	2005/11	Delayed Random Walks and Control (The 3rd International Workshop on Complex Systems)
25.	2005/10	Resonance with Random Walks: From Sticks to Strings (International Symposium on Nonlinear Theory and its Applications)
26.	2005/09	Control in Delayed Stochastic Systems (International Design Engineering Technical Conferences & Computers and Information In Engineering Conference)
27.	2005/08	Statistical Mechanical Approach to Lossy Data Compression: Algorithm and Theoretical Evaluation (NEWS, EXPECTATIONS and TRENDS in ΣTATIΣTIKH ΦYΣIKH (Statistical Physics))
28.	2005/07	Delayed Random Walk View of Stick Balancing (International Workshop on Differential Equations and Dynamical Systems)
29.	2005/03	Delayed Stochastic Control (2005 American Physical Society March Meeting)
30.	2004/11	Balancing with Noise and Delay (Int. Symposium on Oscillation, Chaos and Network Dynamics in Nonlinear Science)
31.	2004/07	Slower Diffusion with Delayed Feedback Random Walk (SIAM Conference on the Life Sciences)
32.	2004/07	Statistical Mechanics of Source Coding with a Fidelity Criterion (Statistical Physics of Disordered Systems and Its Applications)
33.	2004/06	Statistical Mechanical Evaluation of Error Exponents for Lossy Data Compression (IEEE International Symposium on Information Theory)
34.	2004/05	Repulsive Delayed Random Walk (SPIE Second International Symposium on Fluctuations and Noise)
35.	2004/03	Delayed Random Walks with Repulsive Origin (2004 American Physical Society March Meeting)
36.	2004/01	Repulsive Delayed Random Walk (The 9th International Symposium on Artificial Life and Robotics)
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■ Academic Qualifications

1.

2002/04～2005/03

〔Doctorial Course〕, Graduate School, Division of Integrated Science and Engineering, Tokyo Institute of Technology, Completed,

■ Career History

1.	2008/04～2013/03	Assistant Professor
2.	2005/04～2005/06	Research associate of the Japan Society for the Promotion of Science
3.	2004/04～2005/03	Research associate of the Japan Society for the Promotion of Science

■ Web Sites

http://www.isc.meiji.ac.jp/~hosaka/index_e.html

■ Current Specialized Field

Perceptual information processing, Intelligent informatics