UCHINO Eiji

J-GLOBAL         Last updated: Dec 31, 2018 at 02:34
 
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Name
UCHINO Eiji
Affiliation
Yamaguchi University
Section
Graduate School, of Science and Engineering, Mathematics and Complex Systems Science
Job title
Professor
Degree
Doctor of Engineering

Committee Memberships

 
2007
   
 
Japan Society for Fuzzy Theory and Intelligent Informatics  Councilor
 
2000
   
 
Biomedical Fuzzy Systems Association  Councilor
 
 
   
 
Fuzzy Logic Systems Institute, Chairman
 

Awards & Honors

 
Nov 2014
Excellent Paper Award, International Journal of Biomedical Soft Computing and Human Sciences
 
Feb 2014
Best Paper, CSCP 2014
 
Dec 2010
Best Paper, NaBIC 2010
 
Dec 2008
Best Paper, CSECS 2008
Winner: Best Paper
 
Nov 2008
Best Paper, ICOSSSE 2008
 

Published Papers

 
Coronary Plaque Classification with Accumulative Training of Deep Boltzmann Machines
Kuong Trong Nguyen, Eiji Uchino and Noriaki Suetake
International Journal of Innovative Computing, Information and Control Express Letters   12(9) 881-886   2018   [Refereed]
Recognition of Coronary Atherosclerotic Plaque Tissue on Intravascular Ultrasound Image by Using Misclassification Sensitive Training of Discriminative Restricted Boltzmann Machines
Kuong Trong Nguyen, Eiji Uchino and Noriaki Suetake
Journal of Biomimetics, Biomaterials and Biomedical Engineering   37 85-93   2018   [Refereed]
IVUS Tissue Characterization of Coronary Plaque by Classification Restricted Boltzmann Machine
Kuong Trong Nguyen, Eiji Uchino and Noriaki Suetake
Journal of Advanced Computational Intelligence and Intelligent Informatics   21(1) 67-73   2017   [Refereed]
Fast Edge-preserving Smoothing Filter Based on Image Gradient
Takanori Koga, Shota Furukawa, Noriaki Suetake, and Eiji Uchino
International Journal of Innovative Computing, Information and Control Express Letters   11(4) 773-780   2017   [Refereed]
Robust Non-local Median Filter
Jyohei Matsuoka, Takanori Koga, Noriaki Suetake, and Eiji Uchino
Optical Review   24(2) 87-96   2017   [Refereed]
Lightness and Chroma Enhancement for Food Images Considering Helmholtz-Kohlrausch Effect
Chiaki Ueda, Tadahiro Azetsu, Noriaki Suetake, and Eiji Uchino
Optical Review   24(3) 301-309   2017   [Refereed]
Color Removal Method Considering Perceived Lightness
Chiaki Ueda, Atsushi Okita, Go Tanaka, Noriaki Suetake, and Eiji Uchino
Optical Review   24(3) 442-447   2017   [Refereed]
Automatic Extraction of Pulse Wave of Retinal Blood Vessel from Eye Fundus Motion Video
Eisaku Tohma, Koki Yamada, Eiji Uchino, Noriaki Suetake and Reiji Kawata
International Journal of Biomedical Soft Computing and Human Sciences   22(1) 41-47   2017   [Refereed]
Coronary Plaque Characterization Considering Continuity of Tissue by Sparse Modeling of 2D IVUS Signal
Shota Furukawa, Eiji Uchino, Tadahiro Azetsu, and Noriaki Suetake
International Journal of Biomedical Soft Computing and Human Sciences   20(2) 23-29   2016   [Refereed]
Switching Non-Local Vector Median Filter
Jyohei Matsuoka, Takanori Koga, Noriaki Suetake, and Eiji Uchino
Optical Review   23(2) 195-207   2016   [Refereed]

Misc

 
Image Enhancement Based on Nonlinear Smoothing and Sharpening for Noisy Images
G. Tanaka, N. Suetake and E. Uchino
Journal of Advanced Computational Intelligence and Intelligent Informatics   14(2)    2010
Color Transfer Based on Normalized Cumulative Hue Histograms
G. Tanaka, N. Suetake and E. Uchino
Journal of Advanced Computational Intelligence and Intelligent Informatics   14(2)    2010
G. Tanaka, N. Suetake and E. Uchino
Optical Review   17(1) 14-23   2010
E. Uchino, N. Suetake, T. Koga, R. Kubota, S. Ichiyama, G. Hashimoto, T. Hiro and M. Matsuzaki
Electronics Letters      2010

Books etc

 
"Fast Characterization of Intravascular Tissue by Subspace Method Using Target Tissue’s Neighborhood Information," in "Iaeng Transactions on Engineering Sciences"
Shota Furukawa, Eiji Uchino, Shinichi Miwa and Noriaki Suetake (Part:Contributor)
World Scientific, Singapore   2015   
“Characterization of Coronary Plaque by Using 2D Frequency Histogram of RF Signal,” in “Soft Computing in Industrial Applications”
Springer Link   2014   
"Coronary Plaque Boundary Calculation in IVUS Image by Modified PMD Filter and Fuzzy Inference," in "Neural Information Processing, Part III," Lecture Notes in Computer Science, LNCS 8228
Springer-Verlag   2013   
“Fully Automatic Boundary Extraction of Coronary Plaque in IVUS Image by Anisotropic Diffusion and T-S Type Fuzzy Inference,” in “Soft Computing in Industrial Applications,” AISC 75
Springer-Verlag   2010   
"Plaque Boundary Extraction in Intravascular Ultrasound Image in Conjunction with Image Separability and Fuzzy Inference," in "Trends in Communication Technologies and Engineering Science," Lecture Notes in Electrical Engineering Vol.33
Springer   2009   ISBN:9781402094927

Conference Activities & Talks

 
Quantitative Evaluation of Vitreous Opacity Considering the Flow of Clouds in Vitreous
Wakana Matsui, Shota Furukawa, Noriaki Suetake, Eiji Uchino, Tomoko Orita and Kazuhiro Kimura
2018 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing   Mar 2018   
Blood Vessel Detection in Local Eye Fundus Image Considering Reflection from Artery
Shota Furukawa, Noriaki Suetake and Eiji Uchino
2018 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing   Mar 2018   
Evaluation of Vascular Contour Line at Arteriovenous Intersection Region in Eye Fundus Image by Non-Deterministic Snakes
Yuki Okami, Hiroaki Koga, Noriaki Suetake and Eiji Uchino
2018 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing   Mar 2018   
IVUS Tissue Characterization in Time-Frequency Domain Using Discriminative Restricted Boltzmann Machines
Nguyen Trong Kuong, Eiji Uchino and Noriaki Suetake
2017 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing   Feb 2017   
Quantitative Evaluation Method for Vitreous Opacities in Slit-lamp Examination
Shota Furukawa, Wakana Matsui, Noriaki Suetake, Eiji Uchino, Tomoko Orita and Kazuhiro Kimura
2017 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing   Feb 2017   
Multiple Tissue Characterization of Coronary Plaque Based on One-Versus-the-Rest Classifier Using Sparse Features
Shota Furukawa, Eiji Uchino, Tadahiro Azetsu and Noriaki Suetake
2017 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing   Feb 2017   
Arteriovenous Ratio Evaluation in Retinal Images of Cataract Patients
Eisaku Tohma, Noriaki Suetake and Eiji Uchino
2017 Asian Conference on Engineering and Natural Sciences   Jan 2017   
Blood Vessel Segmentation in Eye Fundus Image Using Convolutional Neural Networks
Koki Yamada, Noriaki Suetake and Eiji Uchino
2017 Asian Conference on Engineering and Natural Sciences   Jan 2017   
Adaptive Boundary Tracking of Retinal Vessel in Fundus Image
Eisaku Tohma, Eiji Uchino and Noriaki Suetake
2016 Hong Kong International Conference on Engineering and Applied Science   Dec 2016   
Application of Subspace Method and Sparse Coding to Tissue Characterization of Coronary Plaque for High-Speed Classification
Shota Furukawa, Eiji Uchino, Tadahiro Azetsu and Noriaki Suetake
19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems   Sep 2015   

Works

 
Image Processing by Computational Intelligence
2009
Study on High Performance Diagnosis System for Arteriosclerosis
2004 - 2009
Study on Interlace Nozzle
2004 - 2005
Study on Adaptive Web Marketing System
2003 - 2006
etc.

Research Grants & Projects

 
etc.
Study on Cochlear Implant
Intelligent Signal and Image Processing
Mathematical Modeling of Human Sensory System
Brain Computing System

Patents

 
Clustering Method and Its Device
Control Instrument and Method for Ships and the Like
Detecting Method of Metal Pipe by Using Neural Network
Method of Interpolating Data on Time-Series Signal, and Recording Medium on Which a Program Therefore is Recorded
Method of Interpolating Data on Time-Series Signal