Usami Hiroyasu

ウサミヒロヤス | Usami Hiroyasu

Affiliation and department：
Job title： Assistant Professor
Other affiliations (2)：

Aichi Medical University
National Institute for Fusion Science

Homepage URL (1)： https://www.cvl.cs.chubu.ac.jp/~usami/

Research field (5)： Learning support systems , Statistical science , Intelligent informatics , Biological, health, and medical informatics , Perceptual information processing

Research keywords (5)： e-Learning , Pattern Recognition , Machine Learning , Medical Image Processing , Computer Vision

Research theme for competitive and other funds (2)：

2023 - 2026 タイ農村部における生活習慣病患者フォローを効率化するmHealthアプリケーション開発
2019 - 2021 Polyp 3D Shape Information Acquisition from Endoscopic Images for Computer-Aided Diagnosis

Papers (29)：

Haruki Yamane, Shinji Fukui, Yuji Iwahori, Hiroyasu Usami, M. K. Bhuyan, Naotaka Ogasawara, Kunio Kasugai. Automatic Generation of Polyp Image using Depth Map for Endoscope Dataset. KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KSE 2021). 2021. 192. 2355-2364
Haruki Yamane, Shinji Fukui 0001, Yuji Iwahori, Hiroyasu Usami, Manas Kamal Bhuyan, Naotaka Ogasawara, Kunio Kasugai. Automatic Generation of Polyp Image using Depth Map for Endoscope Dataset. Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021(KES). 2021. 2355-2364
Jayant P. Singh, Yuji Iwahori, M. K. Bhuyan, Hiroyasu Usami, Taihei Oshiro, Yasuhiro Shimizu. Mediastinal Lymph Node Detection using Deep Learning. ICPRAM: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS. 2020. 159-166
Shunsuke Kato 0002, Hiroyasu Usami, Yuji Iwahori, Akihiko Okazaki, Boonserm Kijsirikul, Naotaka Ogasawara, Kunio Kasugai. Blood Vessel Structure Analysis in Endoscopic Images for Computer-Aided Diagnosis. 9th International Congress on Advanced Applied Informatics(IIAI-AAI). 2020. 493-498
Tatsuki Ono, Yuji Iwahori, Hiroyasu Usami, Boonserm Kijsirikul, Manas Kamal Bhuyan, Taihei Oshiro, Yasuhiro Shimizu. Detection of Lymph Nodes using CNN from Contrast-Enhanced CT Images. 9th International Congress on Advanced Applied Informatics(IIAI-AAI). 2020. 471-474

ｍore...

MISC (51)：

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)
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
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
加藤俊輔, 宇佐美裕康, 岩堀祐之, 岡崎明彦, 小笠原尚高, 春日井邦夫. Blood Vessel Structure Analysis in Endoscopic Images for Computer-Aided Diagnosis. 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
杉浦康氏, 宇佐美裕康, 岩堀祐之, 福井真二. Walkability推定のための人物の検出および追跡. 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). 2019. 2019

ｍore...

Professional career (1)：

博士(工学) (中部大学大学院)

Committee career (2)：

2020/03 - 現在 International Conference on Medical Image Computing & Computer Assisted Intervention Reviewer
2016 - 現在 IARIA Patterns Technical Program Committee

Awards (6)：

2019 - BIOIMAGING 2019 Best Poster Award Polyp Shape Recovery Using Vascular Border from Single Colonoscopy Image
2018 - 電気学会電気学会B賞 U-Netによる内視鏡NBIからの血管検出手法
2018 - 中部大学学長賞第8回中部大学ESD研究・活動発表 "KAKEHASHI for ESD"
2017 - PATTERNS 2017 Best Paper Award Defect Detection and Classification of Electronic Circuit Boards Using CNN Features and Keypoint Extraction
2016 - WiNF 優秀論文賞 Watershed法を用いた内視鏡画像からのポリープ領域の自動検出

Show all

Association Membership(s) (4)：

JAPAN GASTROENTEROLOGICAL ENDOSCOPY SOCIETY , IEEE , INFORMATION PROCESSING SOCIETY OF JAPAN , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page