中部大学

中部大学

教員情報

宇佐美 裕康 USAMI Hiroyasu

プロフィール

職名 助教
所属 工学部 情報工学科
最終学歴 中部大学大学院工学研究科情報工学専攻博士後期課程修了
学位 博士(工学)
所属学会・役職 電子情報通信学会
情報処理学会
IEEE
日本消化器内視鏡学会
専門分野 コンピュータビジョン、人工知能・機械学習、医用画像処理
研究テーマ 内視鏡医療のための医療画像診断支援システムの研究開発

学術論文、評論

"Polyp Shape Recovery from Single Endoscope Image using Medical Suture", The Open Bioinformatics Journal, Volume12, pp.1-17, 2019

"Neural Network based Shape Recovery from SEM Images Using Secondary Electron Image and Reflecting Electron Image", Journal of Robotics and Mechanical Engineering Research, Vol.2, Issue 1, pp.1-11, 2017.

"Shape Recovery of Polyp from Endoscope Image Using Blood Vessel Information", Springer Studies in Computational Intelligence 726, pp.165-184, Selected Paper among CSII 2017, 2017.

"Recovering Shape from Endoscope Image Using Two Light Sources", International Journal of Software Innovation (IJSI), Volume 5, Issue 2, pp.33-54, DOI: 10.4018/IJSI.2017040103, April-June 2017.

講演、シンポジウム、学会発表

"Polyp Shape Recovery Using Vascular Border from Single Colonoscopy Image", BIOIMAGING 2019, pp.104-111, 2019.

"Polyp Classification and Clustering from Endoscopic Images Using Competitive and Convolutional Neural Networks", ICPRAM2019, pp.446-452, 2019.

"Colon Blood Vessel Detection Based on U-net", PATTERNS 2018, pp.23-24, 2018.

"Polyp Shape Recovery Based on Blood Vessel Structure Analysis", Procedia Computer Science, KES 2017, 2017.

"Cost Reduction of Creating Likelihood Map for Automatic Polyp Detection Using Image Pyramid", CSII 2017, 2017.

"Automatic Polyp Detection from Endoscope Image Using Likelihood Map Based on Edge Information", ICPRAM 2017, pp.402-409, 2017.

"Defect Detection and Classification of Electronic Circuit Boards Using Keypoint Extraction and CNN Features", PATTERNS 2017, ISBN: 978-1-61208-534-0, 78013, pp.113-116, 2017.

"Polyp Classification Using Multiple CNN-SVM Classifiers from Endoscope Images", PATTERNS 2017, ISBN: 978-1-61208-534-0, 78008, pp.109-112, 2017.

"Obtaining Shape from Endoscope Image Using Medical Suture with Two Light Sources", PATTERNS 2017, ISBN: 978-1-61208-534-0, 78007, pp.103-108, 2017.

"Generating Lambertian Image by Removing Specular Reflection Component and Difference of Reflectance Factor Using HSV", Proc. of ITC-CSCC 2016, T2-5, Computer Vision (2), pp.547-550, 2016.

"3D Shape Recovery of Polyp using Two Light Sources Endoscope", Proc. of IEEE/ACIS ICIS 2016, pp.289-294, 2016.

"Development of Web Learning Support System using“My Dictionary”in English Study Reference", Procedia Computer Science, Elsevier, Vol.60, Pages 944-951, 2015.

"Proposal of a Web Learning Support System Using Teaching Materials based on Degree of Achievement and Note-taking Techniques.", Procedia Computer Science, Elsevier, Volume 22, Pages 1182-1191, 2013.

受賞

Best Poster Award for "Polyp Shape Recovery Using Vascular Border from Single Colonoscopy Image", BIOIMAGING 2019, Prague, Czech Republic, 2019.

電気学会B賞 "U-Netによる内視鏡NBIからの血管検出手法", 電気・電子・情報関係学会東海支部連合大会, 2018.

学長賞 第8回中部大学ESD研究・活動発表, 2018.

Best Paper Award for "Defect Detection and Classification of Electronic Circuit Boards Using CNN Features and Keypoint Extraction", PATTERNS 2017, Athens, Greece, 2017.

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", WiNF, 2016.

社会活動

Patterns Technical Program Committee (2018-)

プロジェクトリーダー:平成30年度 日本政府(外務省)推進対日理解促進交流プログラム「カケハシ・プロジェクト」

その他

愛知医科大学研究員(2016-)

2012年 大幸財団学芸奨励生

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