Toru Tamaki

Last Updated :2020/07/01

Affiliations, Positions
Graduate School of Advanced Science and Engineering, Associate Professor
E-mail
tamakihiroshima-u.ac.jp

Basic Information

Major Professional Backgrounds

  • 2015/05/01, 2016/01/31, ESIEE Paris, Chercher associate
  • 2015/05/01, 2016/01/31, ESIEE Paris, Associate researcher

Academic Degrees

  • Doctor of Engineering, Nagoya University
  • Master of Engineering, Nagoya University
  • Bachelor of Engineering, Nagoya University

Research Fields

  • Informatics;Human informatics;Perceptual information processing

Research Keywords

  • pattern recognition
  • computer vision

Educational Activity

Course in Charge

  1. 2020, Undergraduate Education, 3Term, Informatics and data science, Exercise III
  2. 2020, Undergraduate Education, 2Term, Image Processing
  3. 2020, Graduate Education (Master's Program) , First Semester, Seminar on Medical Image Analysis (B)
  4. 2020, Graduate Education (Master's Program) , Second Semester, Seminar on Medical Image Analysis (B)
  5. 2020, Graduate Education (Master's Program) , First Semester, Directed Study in Information Engineering IIA
  6. 2020, Graduate Education (Master's Program) , Second Semester, Directed Study in Information Engineering IIB
  7. 2020, Graduate Education (Master's Program) , First Semester, Seminar in Information Engineering IIA
  8. 2020, Graduate Education (Master's Program) , Second Semester, Seminar in Information Engineering IIB
  9. 2020, Graduate Education (Master's Program) , 1Term, Special Exercises on Informatics and Data Science A
  10. 2020, Graduate Education (Master's Program) , 2Term, Special Exercises on Informatics and Data Science A
  11. 2020, Graduate Education (Master's Program) , 3Term, Special Exercises on Informatics and Data Science B
  12. 2020, Graduate Education (Master's Program) , 4Term, Special Exercises on Informatics and Data Science B
  13. 2020, Graduate Education (Master's Program) , Academic Year, Special Study on Informatics and Data Science
  14. 2020, Graduate Education (Master's Program) , 1Term, Image Analysis and Synthesis Technology
  15. 2020, Graduate Education (Doctoral Program) , Academic Year, Special Study on Informatics and Data Science

Research Activities

Academic Papers

  1. Transfer Learning for Endoscopic Image Classification, Korea-Japan joint workshop on Frontiers of Computer Vision (FCV2016), 258-262, Feb. 17-19, 2016
  2. Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using CNN Features, The Korea-Japan joint workshop on Frontiers of Computer Vision (FCV2016),, 61-65, Feb. 17-19, 2016
  3. Optical tomography with discretized path integrals: a comparison with log-barrier and primal-dual methods, The Korea-Japan joint workshop on Frontiers of Computer Vision (FCV2016), 378-382, Feb. 17-19, 2016
  4. Interior point method with ADMM for MRF optimization, The Korea-Japan joint workshop on Frontiers of Computer Vision (FCV2016), 146-149, Feb. 17-19, 2016
  5. Impact of Lossy Image Compression on CAD Support Systems for Colonoscopy, Computer-Assisted and Robotic Endoscopy, Second International Workshop, CARE 2015, Held in Conjunction with MICCAI 2015, 9515, 1-11, 20 February 2016
  6. Compression Impact on LIRE-based CBIR of Colonoscopy Data, Bildverarbeitung für die Medizin 2016, In Medical Content-based Retrieval for Clinical Decision Support and Treatment Planning (MCBR-CDS'15), In conjunction with MICCAI 2015, 152-157
  7. Computer-aided diagnosis of colorectal polyp histology by using a real-time image recognition system and narrow-band imaging magnifying colonoscopy, Gastrointestinal Endoscopy, 83(3), 643-649, 8 August 2015
    Link to Paper Search Results by DOI
  8. Local Fractal Dimension based approaches for Colonic Polyp Classification, Medical Image Analysis, 26(1), 92-107, 29 August 2015
    Link to Paper Search Results by DOI
  9. Optical tomography with discretized path integral, Journal of Medical Imaging, 2(3), 033501, July 10, 2015
    Link to Paper Search Results by DOI
  10. Displaying Compressed HDR Spectral Images by Integration of Direct Tristimulus Value Conversion and Tone Mapping, IIEEJ Transactions on Image Electronics and Visual Computing, 3(2), 126-135
  11. SIPF: Scale invariant point feature for 3D point clouds, 2015 IEEE International Conference on Image Processing, 2611-2615, September 27-30, 2015
    Link to Paper Search Results by DOI
  12. Transfer Learning for Bag-of-Visual Words Approach to NBI endoscopic image classification, the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2015), 785 - 788, 25-29 Aug. 2015
    Link to Paper Search Results by DOI
  13. Image Segmentation of Pyramid Style Identifier based on Support Vector Machine for Colorectal Endoscopic Images, the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2015), 2997 - 3000, 25-29 Aug. 2015
    Link to Paper Search Results by DOI
  14. Automatic Detection of Good/Bad Colonies of iPS Cells Using Local Features, Springer Lecture Notes in Computer Science LNCS 9352, Proc. MLMI2015 (6th International Workshop on Machine Learning in Medical Imaging) in conj. with MICCAI2015, 153-160, 5th Oct. 2015
  15. ロバストな診断支援システムを実現するボトムアップ特徴量構築アーキテクチャ, 115(343), 45-50, 2015年12月

Publications such as books

  1. 2016/04/16, Sparse and redundant representation, 2016, 日本語, 978-4-320-12394-6, 464
    Amazon URL

Invited Lecture, Oral Presentation, Poster Presentation

  1. Scattering optical tomography with discretized path integral, Toru Tamaki, seminar Departamento de Ciências da Informação e da Decisão em Saúde Faculdade de Medicina, Universidade do Porto, 2015/12/11, With Invitation, Departamento de Ciências da Informação e da Decisão em Saúde Faculdade de Medicina, Universidade do Porto, Portugal
  2. Scattering optical tomography with discretized path integral, Toru Tamaki, seminar Fachbereich Computerwissenschaften, Universität Salzburg, 2015/12/03, With Invitation, Fachbereich Computerwissenschaften, Universität Salzburg, Austria
  3. Scattering tomography with path integral, Toru Tamaki, Séminaire A3SI, 1106/20/15, With Invitation, A3SI (Algorithmes, architectures, analyse et synthèse d’images), Laboratoire d'Informatique Gaspard-Monge (LIGM), ESIEE Paris, Université Paris-Est, France