Faculty - USAMI Hiroyasu |

USAMI Hiroyasu

Department / Course

工学部情報工学科

Job Senior Assistant Professor

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
Papers	Blood Vessel Structure Analysis in Endoscopic Images for Computer-Aided Diagnosis 9th International Congress on Advanced Applied Informatics(IIAI-AAI),pp.493-498 (Co-authored) 2020
Papers	Colorectal Polyp Classification Based On Latent Sharing Features Domain from Multiple Endoscopy Images Procedia Computer Science 176,pp.2507-2514 (Co-authored) 2020
Papers	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 (Co-authored) 2020
Papers	Detection of Lymph Nodes using CNN from Contrast-Enhanced CT Images 9th International Congress on Advanced Applied Informatics(IIAI-AAI),pp.471-474 (Co-authored) 2020
Papers	Graph Matching Approach between Endoscope Images for Non-Rigid Motion using Blood Vessel Structure Procedia Computer Science 176,pp.1754-1762 (Co-authored) 2020
Papers	Mediastinal Lymph Node Detection using Deep Learning Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods(ICPRAM),pp.159-166 (Co-authored) 2020
Papers	Pore Detection from Human Skin Image using U-Net 9th International Congress on Advanced Applied Informatics(IIAI-AAI) IEEE,pp.463-466 (Co-authored) 2020
Papers	Computational Image Recognition for Medical Endoscope Diagnosis and Scanning Electron Microscope 中部大学大学院工学研究科博士論文 (Sole-authored) 2019/03/23
Papers	Polyp Classification and Clustering from Endoscopic Images Using Competitive and Convolutional Neural Networks ICPRAM 2019,pp.446-452 (Co-authored) 2019
Papers	Polyp Shape Recovery from Single Endoscope Image Using Medical Suture The Open Bioinformatics Journal 12,pp.1-17 (Co-authored) 2019
Papers	Polyp Shape Recovery Using Vascular Border from Single Colonoscopy Image BIOIMAGING 2019,pp.104-111 (Co-authored) 2019
Papers	Quality of Life Maximising MaaS Supported by AI and Pattern Recognition (Co-authored) 2019
Papers	Shape Recovery of Polyp Using Blood Vessel Detection and Matching Estimation by U-Net. 8th International Congress on Advanced Applied Informatics(IIAI-AAI) IEEE,pp.450-453 (Co-authored) 2019
Papers	Polyp Classification Using CNN Features from Three Kinds of Endoscope Images IEICE Technical Report,pp.25-32 (Co-authored) 2018
Papers	Colon Blood Vessel Detection Based on U-net PATTERNS 2018,pp.23-24 (Co-authored) 2018
Papers	PATTERNS 2018: The Tenth International Conferences on Pervasive Patterns and Applications, February 18-22, 2018, Barcelona, Spain. Bulletin of Patterns2018 (Co-authored) 2018
Papers	Shape recovery of polyp from endoscope image using blood vessel information Studies in Computational Intelligence 726,pp.165-184 (Co-authored) 2018
Papers	Classification and Size/Shape Recovery of Endoscope Images for Medical Diagnosis Support Bulletins of Institute of Science and Technology Research, Chubu University (Co-authored) 2018
Papers	Polyp Size and Shape Recovery from Single Endoscope Image Using Boundary Between Vessel and Intestinal Wall WiNF2018,pp.C5 (Co-authored) 2018
Papers	Automatic Polyp Detection from Endoscope Image using Likelihood Map based on Edge Information ICPRAM: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS,pp.402-409 (Co-authored) 2017
Papers	Cost Reduction of Creating Likelihood Map for Automatic Polyp Detection Using Image Pyramid CSII2017 IEEE Computer Society (Co-authored) 2017
Papers	Defect Detection and Classiﬁcation of Electronic Circuit Boards Using Keypoint Extraction and CNN Features PATTERNS 2017,pp.113-116 (Co-authored) 2017
Papers	KAKEHASHI for ESD The 8th Chubu University ESD Research Activity Report 2017 (Co-authored) 2017
Papers	Neural Network based Shape Recovery from SEM Images Using Secondary Electron Image and Reflecting Electron Image Journal of Robotics and Mechanical Engineering Research 2 (1),pp.1-11 (Co-authored) 2017
Papers	Obtaining Shape from Endoscope Image Using Medical Suture with Two Light Sources PATTERNS 2017,pp.103-108 (Co-authored) 2017
Papers	Polyp Classification Using Multiple CNN-SVM Classiﬁers from Endoscope Images PATTERNS 2017,pp.109-112 (Co-authored) 2017
Papers	Polyp Shape Recovery Based on Blood Vessel Structure Analysis Procedia Computer Science 112,pp.1793-1800 (Co-authored) 2017
Papers	Recovering Shape from Endoscope Image Using Two Light Sources International Journal of Software Innovation 5 (2),pp.33-54 (Co-authored) 2017
Papers	Polyp Size and Shape Recovery from Single Endoscopic Image Using Medical Suture MIRU2017,pp.PS1-67 (Co-authored) 2017
Papers	3D Shape Recovery of Polyp using Two Light Sources Endoscope 2016 IEEE/ACIS 15TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS),pp.289-294 (Co-authored) 2016
Papers	Generating Lambertian Image by Removing Specular Reflection Component and Difference of Reflectance Factor Using HSV Proc. of ITC-CSCC 2016,pp.547-550 (Co-authored) 2016
Papers	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 WiNF2016,pp.B-22X (Co-authored) 2016
Papers	Development of Web Learning Support System using "My Dictionary" in English Study Procedia Computer Science 60,pp.944-951 (Co-authored) 2015
Papers	Proposal of a Web Learning Support System using Teaching Materials Based on Degree of Achievement and Note-taking Techniques Procedia Computer Science 22,pp.1182-1191 (Co-authored) 2013
Papers	Proposal of Learning Support System Using Face-to-Face Lessons and Individual Proficiency Web Tests Together - For The Purpose of Maintaining and Improving Learning Motivation - Proceeding of IPSJ SSS2013,pp.3-10 (Co-authored) 2013
Papers	Development and Issues of Integrated English Web Learning Support System Technical Report of Society of Practical Web Education (Co-authored) 2013
Papers	Note-Taking in Web Learning JACET Chubu Regular Meeting 2012 (Co-authored) 2012
Papers	Development of Web Learning Support System Using Individual Proficiency Teaching Materials and Individual Learning Notes JSISE Technical Reports,pp.27-34 (Co-authored) 2012
Papers	Relationship of Individual Proficiency Teaching Materials and Learners - Analysis of Web Learning Experiment Results - IEICE Technical Report,pp.23-27 (Co-authored) 2012
Papers	Proposal of Effective Use of Paper and Web in Educational Environment Proceedings of 12th SICE SI,pp.845-846 (Co-authored) 2011
Papers	Analysis of Effectiveness using Web Teaching Materials in English Class Proceedings of Informatics of Business Administration and Infomation Science, Chubu University,pp.89-106 (Co-authored) 2011
Papers	Proposal of User-Oriented Network Environment in Advanced Information Society Proceedings of 12th SICE SI,pp.847-848 (Co-authored) 2011
Papers	Analysis of Learning Results in Web Learning WiNF2010,pp.239-242 (Co-authored) 2010
Papers	Proposal of Security Policy in Blended-Learning WiNF2010,pp.239-242 (Co-authored) 2010
Papers	Proposal of Web Learning Environment using USB Memory and Simple Encryption WiNF2009,pp.311-314 (Co-authored) 2009
Papers	Study on Management Method of Learning Information Using USB Proceedings of the 2008 IEICE General Conference,pp.77 (Co-authored) 2008