Iwahori Yuji

イワホリユウジ | Iwahori Yuji

Affiliation and department：
Job title：教授
Other affiliations (3)：

University of British Columbia Visiting Researcher
Indian Institute of Technology Guwahati Research Collaborator
Chulalongkorn University Research Collaborator

Homepage URL (1)： http://www.cvl.cs.chubu.ac.jp/index-j.html

Research field (3)： Perceptual information processing , Perceptual information processing , Intelligent informatics

Research keywords (5)： Computer Vision , Image and Pattern Recognition , Machine Learning , Neural Network and Deep Learning , Media Information Processing

Research theme for competitive and other funds (13)：

2020 - 2023 Development of Detection and Classification System for Supporting Medical Diagnosis of Endoscope Image, Cell Image and CT images
2017 - 2021 Smart Transport Strategy for Thailand 4.0: Realizing better quality of life and low-carbon society
2017 - 2020 Development of Medical Diagnosis Supporting System for Endoscope Image and Cell Image
2015 - 2018 Touch Communication Robot Modeling Hearing Dog
2014 - 2017 utomatic Polyp Recognition and Shape and Size Recovery for Medical Endoscopy Diagnosis

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Papers (367)：

Pawinee Iamtrakul, Sararad Chayphong, Pittipol Kantavat, Kazuki Nakamura, Yoshitsugu Hayashi, Boonserm Kijsirikul, Yuji Iwahori. Assessing Subjective and Objective Road Environment Perception in the Bangkok Metropolitan Region, Thailand: A Deep Learning Approach Utilizing Street Images. Sustainability (Switzerland). 2024. 16. 4
Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori. Navigating Malignancy: Deep Learning for Mediastinal Lymph Node Classification. IEEE Access. 2024
Vanshali Sharma, Pradipta Sasmal, M. K. Bhuyan, Pradip K. Das, Yuji Iwahori, Kunio Kasugai. A Multi-Scale Attention Framework for Automated Polyp Localization and Keyframe Extraction From Colonoscopy Videos. IEEE Transactions on Automation Science and Engineering. 2024
Thanasit Rithanasophon, Kitsaphon Thitisiriwech, Pittipol Kantavat, Boonserm Kijsirikul, Yuji Iwahori, Shinji Fukui, Kazuki Nakamura, Yoshitsugu Hayashi. Quality of Life Prediction on Walking Scenes Using Deep Neural Networks and Performance Improvement Using Knowledge Distillation. Electronics. 2023. 12. 13. 2907-2907
Yashwanth Manjunatha, Vanshali Sharma, Yuji Iwahori, Manas Kamal Bhuyan, Aili Wang 0001, Akira Ouchi, Yasuhiro Shimizu. Lymph node detection in CT scans using modified U-Net with residual learning and 3D deep network. International Journal of Computer Assisted Radiology and Surgery. 2023. 18. 4. 723-732

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MISC (159)：

加藤俊輔, 宇佐美裕康, 岡崎明彦, 岩堀祐之, 小笠原尚高, 春日井邦夫. Blood Vessel Structure Analysis Using Simulation Models for Polyp Shape Recovery from Endoscopic Images. 電子情報通信学会技術研究報告(Web). 2022. 121. 358(EST2021 56-93)
Yonghuai Liu, Yuji Iwahori. Preface. ACM International Conference Proceeding Series. 2021. V
岩堀祐之, 宇佐美裕康, 井上智司, 海老正秀, 小笠原尚高, 春日井邦夫. Classification of Endoscope Image using Deep Learning and Shape Recovery of Polyp Based on Blood Vessel. 中部大学総合工学研究所総合工学(Web). 2020. 32
宮崎將太, 岩堀祐之, KIJSIRIKUL Boonserm, 小笠原尚高, 春日井邦夫. U-Net-based LST Type Polyp Detection using Depth Map. 電子情報通信学会大会講演論文集(CD-ROM). 2020. 2020
朝日一憲, 岩堀祐之, 宇佐美裕康, 小笠原尚高, 春日井邦夫. Classification of Polyp Existence using Middle Layer in Style Conversion Network. 電気・電子・情報関係学会東海支部連合大会講演論文集(CD-ROM). 2020. 2020

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Books (12)：

Novel Development of 3D Image Sensing
NTS Inc. 2015 ISBN:4860434285
3D Object Recognition and Its Application
Triceps 2013 ISBN:9784886577474
C Programming for Information Technology
Shoko-do 2005 ISBN:4785631546
Introduction to Linux Computer Literacy
Baifukan 2005 ISBN:4563015555
Algorithm and Program in C
Shoko-do 1998 ISBN:4785631090

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Lectures and oral presentations (18)：

Invited Talk: 3D Shape Recovery and Pattern Classification using Neural Network Learning and Image Modification
(Invited Talk at Harbin University of Science and Technology 2019)
Keynote Speech: Application of Computer Vision to Endoscope Image and SEM Images Using Neural Network Learning
(Smart Robotics Congress 2018 2018)
Guest Lecture: Neural Network Based Rendering for Computer Graphics
(Ohio University IEW (International Education Week) 2017)
Public Lecture: Endoscope Image Analysis using Neural Network Learning- Computer Vision Approach -
(Ohio University IEW (International Education Week) 2017)
Keynote Speech: 3D Shape Recovery and Pattern Classification Using Neural Network Learning
(KES 2017 2017)

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Education (2)：

1985 - 1988 Tokyo Institute of Technology Graduate School of Science and Engineering (Ph.D.) Electrical and Electronics Engineering
1983 - 1985 Tokyo Institute of Technology Graduate School of Science and Engineering (Master) Electrical and Electronics Engineering

Professional career (2)：

Doctor of Engineering (Tokyo Institute of Technology)
Master of Engineering (Tokyo Institute of Technology)

Work history (14)：

2023/09 - 現在 Engineering Academy of Japan
2020/10 - 現在 Honorary Faculty of Indian Institute of Technology Guwahati Department of Electronics and Electrical Engineering
2020/09 - 現在 Research Collaborator of USTHB
2004/04 - 現在 Chubu University Department of Computer Science, College of Engineering
2019/04 - 2020/03 Chubu University Vice Dean of College of Engineering

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Committee career (56)：

2021 - 現在 IWACCE Conference Co-Chair
2019 - 現在 ICIPRoB Program Committee Member
2019 - 現在 VSIP Conference General Chair
2018 - 現在 PATTERN RECOGNITION (Journal) Reviewer
2018 - 現在 ATAIT Program Committee Member

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Awards (10)：

2023/07 - MVA (International Conference on Machine Vision Applications) MVA 2023 Most Influential Paper Over the Decade Award Automatic Polyp Detection in Endoscope Images Using a Hessian Filter
2019/12 - STUD 2019 Best Student Presentation Award "The Concept of Quality of Life in Daily Travelling and Its Optimisation by MaaS"
2019/12 - STUD 2019 Best Young Researcher Paper Award "Transportation Mobility Factor Extraction Using Image Recognition Techniques"
2019/02 - INSTICC BIOIMAGING 2019 Best Poster Award "Polyp Shape Recovery using Vascular Border from Single Colonoscopy Image"
2018/01 - INSTICC BIOIMAGING 2018 Best Poster Award "Dense 3D Reconstruction of Endoscopic Polyp"

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Association Membership(s) (5)：

IEEE , THE INSTITUTE OF ELECTRICAL ENGINEERS OF JAPAN , INFORMATION PROCESSING SOCIETY OF JAPAN , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS , Japan Gastroenterological Endoscopy Society

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