Ohya Jun

オオヤジュン | Ohya Jun

Affiliation and department：
Job title： Professor
Homepage URL (2)： http://www.ohya.mech.waseda.ac.jp/ , http://www.gits.waseda.ac.jp/GITS/

Research field (1)： Intelligent informatics

Research keywords (1)： Computer vision,Computer graphics,Virtual reality,Computer Vision,Virtual Reality,Multimedia Tele-communication

Research theme for competitive and other funds (8)：

2021 - 2024 AIを用いた巡回路自律決定式UAVによる地域インフラ監視及び災害情報収集の研究
2021 - 2024 Development of the Dermatoscope for the oral cavity and establish of the new diagnostic method of oral mucosa disease using the artificial intelligence technology
2010 - 2012 Study of Analyzing Dynamical Behaviors and 3D Reconstruction from Video Sequences
2007 - 2008 Research on Recognizing Human Actions from the Images Acquired by Multiple Static or Dynamic Cameras
2005 - 2006 Research on Reproducing Behaviors of Non-rigid Objects Present in Real Space in Virtual 3D Space

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Papers (296)：

Shota Nako, Chanjin Seo, Shota Tsutsui, Tadashi Yamamoto, Kiyotaka Iwasaki, Takaaki Ohkawauchi, Jun Ohya. Predicting Intracardiac Thrombus Formation in the Left Atrial Appendage Using Machine Learning and CT Images. 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). 2023
IMANAKA Koki, KANDA Koki, KAMEZAKI Mitsuhiro, SEO Chanjin, YAMATO Junji, KASAI Yusuke, Ohya Jun. Development of a Driver Support System Based on Passability Index Using 3D Point Cloud Data for Personal Mobility. The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec). 2023. 2023. 2A1-G11
Yuhei Senuma, Zhao Wang, Yuusuke Nakano, Jun Ohya. GEAR: A Graph Edge Attention Routing Algorithm Solving Combinatorial Optimization Problem with Graph Edge Cost. Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data (BigSpatial '22). 2022. 8-16
Manabu Harada, Yuji Morimoto, Ohara Mutsuki, Jun Ohya, Ken Masamune, Yujiro Itazaki, Takao Sugihara, Hironori Tsujimoto, Yoji Kishi, Hideki Ueno. Temperature-controlled laser thermal therapy system using a newly developed laparoscopic system equipped with an ultra-compact thermographic camera. Scientific Reports. 2022. 12. 1
Masaaki Hayashi, Tamon Miyake, Mitsuhiro Kamezaki, Junji Yamato, Kyosuke Saito, Taro Hamada, Eriko Sakurai, Shigeki Sugano, Jun Ohya. Preliminary Investigation of Collision Risk Assessment with Vision for Selecting Targets Paid Attention to by Mobile Robot. Proceedings of 2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). 2022. 624-629

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MISC (461)：

ZHAO Wentao, OHYA Jun, SEO Chanjin, OTANI Takuya, TANAKA Taiga, MASAYA Koki, TAKANISHI Atsuo, AOTAKE Shuntaro, FUNABASHI Masatoshi. Locating the Fruit to Be Harvested and Estimating their Cut Positions from RGBD Images Acquired by a Camera Moved along a Fixed Path Using a Mask R-CNN Based Method. 電子情報通信学会技術研究報告(Web). 2022. 122. 269(CS2022 48-62)
林正晃, 大谷淳, 大和淳司, 亀崎允啓, 斎藤恭介, 濱田太郎, 櫻井絵梨子, 菅野重樹. 人共存型自律移動ロボットにおけるステレオカメラと機械学習を用いた周辺人物の状態認識および行動予測. 電子情報通信学会技術研究報告(Web). 2022. 121. 420(IMQ2021 10-69)
秦絵里香, 瀬尾燦振, 中山雅文, 岩崎清隆, 大川内隆朗, 大谷淳. 深層学習を用いた心電図からの大動脈弁狭窄症の識別法の提案とGrad-CAMを用いた分析. 電子情報通信学会技術研究報告. 2020. 119. 399(MI2019 65-123)(Web)
森本純矢, 林拓哉, 藤本裕之, 石井裕之, 大谷淳, 大和淳司, 高西淳夫. 森林環境モニタリングロボットにおけるSLAMと深層学習を用いた領域推定に基づく経路計画法の検討. 画像電子学会年次大会予稿集(CD-ROM). 2018. 46th. ROMBUNNO.S1-3
Analysis of the Relationship between the Presence or Absence of the Cerebral Aneurysm and Cerebral Vessel Shape Features. 2017. 117. 280. 59-64

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Books (1)：

Analyzing video sequences of multiple humans: Tracking, posture estimation and behavior recognition
Kluwer Academic Publishers 2002

Lectures and oral presentations (499)：

ダ-モスコープで撮像した口腔画像と深層学習を用いた口腔疾患検出法に関する検討
(電子情報通信学会技術報告MI研究会, vol. 122, no. 188, MI2022-58, pp. 39-44 2022)
少数豚画像からGANにより生成された画像を用いて訓練された深層学習を用いた豚足切断箇所の推定法
(電子情報通信学会技術報告IE研究会, vol. 122, no. 30, IE2022-19, pp. 97-102 2022)
QRコード認識機能および仮想分度器を用いたARナビゲーションによる穿刺手法
(電子情報通信学会技術報告MI研究会, vol. 122, no. 31, MI2022-10, pp. 55-60 2022)
An Actor-Critic based Reinforcement Learning Algorithm for Combinatorial Optimization and Mobile Power Trucks Routing Problem
(IEICE NS Technical Meeting, vol. 122, no. 5, NS2022-1, pp. 1-6 2022)
Deep Cascade Road Extraction Network: a Multi-task Method for Road Extraction
(IEICE PRMU Technical Meeting, vol. 121, no. 427, PRMU2021-60, pp. 1-6 2022)

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Education (2)：

- 1979 University of Tokyo Graduate School, Division of Engineering Department of Precision Machinery Engineering
- 1977 University of Tokyo Faculty of Engineering Department of Precision Machinery Engineering

Professional career (1)：

Ph.D. (Dr. Engineering)- (University of Tokyo)

Work history (9)：

2014 - 現在 Waseda Uniniversity, Department of Modern Mechanical Engineering Professsor
2002 - 2013 present Waseda University, Graduate School of Global Information and Telecommunication Studies, Professor
2005/07 - 2005/09 Visiting professor, the University of Karlsruhe, Germany
2000 - 2002 Waseda University, Global Information and Telecommunication Institute, Professor
1996 - 2000 ATR Media Integration & Communication Research Laboratories, Department head

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Awards (3)：

2012/06 - The Institute of Image Electronics Engineers of Japan, Excellent Paper Award
2000 - 15th Telecommunication Advancement Foundation Award (TELECOM System Technology Prize) by The Telecommunication Advancement Foundation (TAF)
1998 - The 57th Outstanding Patent Applicationss

Association Membership(s) (5)：

The Institute of Image Electronics Engineers of Japan , The Virtual Reality Society of Japan , Information Processing Society of Japan , The Institute of Electronics, Information and Communication Engineers , Institute of Electronics, Information and Communication Engineers

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