Faculty - USAMI Hiroyasu |

（Last updated : 2026-02-18 00:30:26）

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USAMI Hiroyasu

Department / Course

College of Engineering Department of Computer Science

Job Senior Assistant Professor

Education and Degrees
～2019/03/23	Doctoral Program Graduate School, Division of Information Engineering Chubu University Finished Ph.D.

Business career
2016/04/01 ～	Researcher Aichi Medical University

Belonging society
	IEEE
	THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS
	INFORMATION PROCESSING SOCIETY OF JAPAN
	JAPAN GASTROENTEROLOGICAL ENDOSCOPY SOCIETY
	Japan Society for Fuzzy Theory and Intelligent Informatics

Present specialized field
e-Learning, Pattern Recognition, Machine Learning, Medical Image Processing, Computer Vision keyword(e-Learning,Pattern Recognition,Machine Learning,Medical Image Processing,Computer Vision)

Curriculum Specialized
Computer Science Laboratory B
Applied C Language
Seminar in Computer Science A
Seminar in Computer Science B
Start-up Seminar

Book and thesis
Papers	Anatomy-Preserving Diffusion-Based Data Augmentation for Medical Image Segmentation (Co-authored) 2026/03/02
Papers	Efficient Automatic IMT Region Extraction Using MobileNetV3 and SegNet for Mobile Carotid Ultrasound Imaging (Co-authored) 2025/02/20
Papers	Improvement of Polyp Detection using MUNIT for Image Generation Procedia Computer Science 207,pp.416-427 (Co-authored) 2022
Papers	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 (Co-authored) 2022
Papers	Automatic Generation of Polyp Image using Depth Map for Endoscope Dataset Procedia Computer Science,pp.2355-2364 (Co-authored) 2021
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Lecturer and lecture
2023/11/30	The Evolution of Fundamental Technologies in AI: Tracing the Roots from AI to Machine Learningand Then Deep Learning (Pacifico Yokohama)

Research topic, funded research, and department laboratory expense
2019/08/30 ～ 2021/03/31	Polyp 3D Shape Information Acquisition from Endoscopic Images for Computer-Aided Diagnosis Grant-in-Aid for Research Activity Start-up

Winning science prize
2019	BIOIMAGING 2019 Best Poster Award (Polyp Shape Recovery Using Vascular Border from Single Colonoscopy Image)
2017	PATTERNS 2017 Best Paper Award (Defect Detection and Classiﬁcation of Electronic Circuit Boards Using CNN Features and Keypoint Extraction)

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

e-Rad Researcher Number
10847669

researchmap Member ID
B000242710

External Researcher ID
ORCID iD
0000-0003-4161-4239
Researcher ID
HKM-7475-2023