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Laboratory of Media Dynamics
Graduate School of Information Science and Technology
Hokkaido University

Sho Takahashi

高橋 翔Sho Takahashi

Associate Professor, Laboratory of Advanced Mobility and Transportation Engineering, Faculty of Engineering, Hokkaido University, Sapporo, Japan

E-mail1: stakahashi@eng.hokudai.ac.jp, E-mail2: sho@lmd.ist.hokudai.ac.jp

EDUCATION

  • B. S. 2008, Hokkaido University, Sapporo
  • M. S. 2010, Hokkaido University, Sapporo
  • Ph. D. 2013, Hokkaido University, Sapporo

PROFESSIONAL HISTORY

  • Apr. 2010 – Mar. 2012 Lecturer (Part-time), Faculty of engineering, Hokkai Gakuen University
  • Apr. 2011 – Mar. 2013 Japan Society for the Promotion of Science (JSPS) Fellows
  • Apr. 2013 – Jun. 2017 Assistant Professor (Specially Appointed), Graduate School of Information Science and Technology, Hokkaido University
  • Jul. 2017 – Mar. 2018 Associate Professor (Specially Appointed), Education and Research Center for Mathematical and Data Science, Hokkaido University
  • Apr. 2018 – Present Associate Professor, Faculty of Engineering, Hokkaido University
  • Sep. 2018 – Mar. 2019 Visiting Researcher, Media Integration and Communication Center (MICC), Dipartimento di Ingegneria dell’Informazione (DINFO), University of Florence

ACADEMIC SOCIETY

  • The Institute of Electrical and Electronics Engineers (IEEE), Member
  • The Institute of Electronics, Information and Communication Engineers (IEICE), Member
  • The Institute of Image Information and Television Engineers (ITE), Member
  • The Japan Society of Civil Engineering (JSCE), Member
  • The Society of Automotive Engineering of Japan (JSAE), Member

AWARDS

  • 2009 Excellent Paper Presentation Award, Hokkaido Section, Relations Institute of Electrical and Information
  • 2013 IEEE GCCE 2013 Outstanding Poster Award, IEEE 2nd Global Conference on Consumer Electronics (GCCE)
  • 2017 Outstanding Presentation Award, Institute of Image Information and Television Engineers (ITE)

RESEARCH ACTIVITIES

  • Image Processing
  • Semantic Analysis
  • Sport Video Analysis
  • Computer Graphics
  • Data Science in Civil Engineering

Journals

Conferences

  • Genki Suzuki, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Field Position Estimation in Soccer Videos Using Convolutional Neural Network-based Image Features
    the 2019 Joint International Workshop IWAIT-IFMIA (IWAIT-IFMIA 2019), (Accepted).
  • Tomoki Haruyma, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Estimation of Important Scenes in Soccer Videos Based on Collaborative Use of Audio-Visual CNN Features
    IEEE Global Conference on Consumer Electronics (GCCE 2018), (Accepted).
  • Genki Suzuki, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Team Tactics Estimation in Soccer Videos via Deep Extreme Learning Machine Based on Players Formation
    IEEE Global Conference on Consumer Electronics (GCCE 2018), (Accepted).
  • Tetsuya Kushima, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Interest Level Estimation of Items via Matrix Completion Based on Adaptive User Matrix Construction
    IEEE International Conference on Multimedia and Expo (ICME 2018), pp. 1-6, 2018.
  • Tetsuya Kushima, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Interest Level Estimation Based on Matrix Completion via Rank Minimization
    IEEE Global Conference on Consumer Electronics (GCCE 2017), pp. 299-300, 2017.
  • Keisuke Maeda, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Automatic Estimation of Deterioration Level on Transmission Towers via Deep Extreme Learning Machine based on Local Receptive Field
    IEEE International Conference on Image Processing (ICIP 2017), pp. 435-439, 2017.
  • Keisuke Maeda, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Deterioration Level Estimation on Transmission Towers via Extreme Learning Machine based on Combination Use of Local Receptive Field and Principal Component Analysis
    International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2017), pp. 457-458, 2017.
  • Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Retrieval System of Similar Inspection Records for Support of Maintenance Inspection in Expressway and Discussions of Evaluation by Experienced Inspectors
    International Conference on Civil and Building Engineering Informatics (ICCBEI 2017), pp. 190-193, 2017.
  • Keisuke Maeda, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Distress Classification of Class Imbalanced Data for Maintenance Inspection of Road Structures in Expressway
    International Conference on Civil and Building Engineering Informatics (ICCBEI 2017), pp. 186-189, 2017.
  • Ryota Saito, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Retrieval of Similar Inspection Records using Deep Learning based Image Features in Expressway
    International Conference on Civil and Building Engineering Informatics (ICCBEI 2017), pp. 182-185, 2017.
  • Sho Takahashi, Miki Haseyama
    Detection of Similar Scenes based on Network Analysis in Soccer Videos
    International Workshop on Advanced Image Technology 2017 (IWAIT 2017), P.5A-5, 2017.
  • Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Retrieval of Similar Inspection Records based on Distance Metric Learning in Expressway Maintenance
    International Conference on Sustainable Infrastructure (ICSI 2016), 2016.
  • Keisuke Maeda, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    DISTRESS CLASSIFICATION OF ROAD STRUCTURES VIA DECISION LEVEL FUSION
    2016 IEEE International Conference on Digital Signal Processing (DSP 2016), pp. 589-593, 2016.
  • Genki Suzuki, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Decision Level Fusion-based Team Tactics Estimation in Soccer Videos
    IEEE Global Conference on Consumer Electronics (GCCE 2016), pp.58-59, 2016.
  • Ryota Saito, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Retrieval of Similar Inspection Records Based on Metric Learning Using Experienced Inspectors’ Evaluation
    IEEE Global Conference on Consumer Electronics (GCCE 2016), pp. 48-49, 2016.
  • Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Feature Extraction for Road Structure Assessment Based on Visual Saliency of Distress Image
    International Workshop on Advanced Image Technology 2016 (IWAIT 2016), P.2B-6, 2016.
  • Keisuke Maeda, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Distress Classification of Road Structures via Multiple Classifier-based Bayesian Network
    International Workshop on Advanced Image Technology 2016 (IWAIT 2016), P.1B-11, 2016.
  • Keisuke Maeda, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Bayesian Network-based Distress Estimation Using Image Features in Road Structure Assessment
    IEEE Global Conference on Consumer Electronics (GCCE 2014), pp.169-170, 2014.
    DOI:10.1109/GCCE.2014.7031198
  • Sho Takahashi, Miki Haseyama
    Adaptive Parameter Setting for Pass Region Estimation in Soccer Videos and Its Performance Verification
    IEEE Global Conference on Consumer Electronics (GCCE 2013), pp.271-272, 2013.
    DOI:10.1109/GCCE.2013.6664822
  • Sho Takahashi, Miki Haseyama
    ACTIVE GRID-BASED METHOD FOR VISUALIZING PASS REGIONS IN SOCCER VIDEOS
    2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW 2013), pp.1-6, 2013.
    DOI:10.1109/ICMEW.2013.6618330
  • Kazuya Iwai, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Performance Improvement of Soccer Player Tracking Using Elastic Model and Its Evaluation
    International Workshop on Advanced Image Technology 2013 (IWAIT 2013), pp. 686-691, 2013.
  • Shuhei Ohnuki, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Soccer Video Segmentation Based on Team Tactics Estimation Method
    International Workshop on Advanced Image Technology 2013 (IWAIT 2013), pp. 692-695, 2013.
  • Sho Takahashi, Miki Haseyama
    Active Net-Based Accurate Pass Region Estimation Method Using Player Velocity in Soccer Videos
    International Workshop on Advanced Image Technology 2013 (IWAIT 2013), pp. 696-699, 2013.
  • Kazuya Iwai, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Player Tracking Using Elastic Model Based on Tactics-Based Groups in Soccer Videos
    International Technical Conference on Circuits/Systems, Computers and Communications(ITC-CSCC 2012), vol. P-T1-07, 2012.
  • Shuhei Ohnuki, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Team Tactics Estimation from Soccer Videos Based on Fuzzy Clustering
    International Technical Conference on Circuits/Systems, Computers and Communications(ITC-CSCC 2012), vol. P-T1-05, 2012.
  • Junki Kubo, Sho Takahashi, Takahiro Ogawa, Miki Haseyama
    Pitcher’s Condition Estimation Using Baseball Videos and Scorebook Data
    International Technical Conference on Circuits/Systems, Computers and Communications(ITC-CSCC 2012), vol. P-M2-17, 2012.
  • Sho Takahashi, Miki Haseyama
    Performance Verification of Players Tracking using Level-set Method in Soccer Video
    International Technical Conference on Circuits/Systems, Computers and Communications(ITC-CSCC 2012), vol. P-M2-16, 2012.
  • Sho Takahashi, Miki Haseyama
    AN ACCURATE PASS REGION ESTIMATION METHOD BASED ON ACTIVE NET USING MULTI-FRAME OF SOCCER VIDEOS
    International Workshop on Advanced Image Technology 2010 (IWAIT 2010), p. 188, 2010.
  • Sho Takahashi, Miki Haseyama
    Realization of Personalized Video Recommendation based on Audio-Visual Features
    International Conference on Kansei Engineering and Emotion Research 2007 (KEER 2007), vol. I-1, 2007.