• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Research on Analyzing Non-rigid Objects' Behaviors by Temporal Image Processing

Research Project

Project/Area Number 26330209
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perceptual information processing
Research InstitutionWaseda University

Principal Investigator

OHYA Jun  早稲田大学, 理工学術院, 教授 (90329152)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords動画像処理 / 動的動画像処理 / 認識 / 早期認識 / 剛体 / 手術 / 確率 / 事後確率 / 順序情報 / RGBD画像 / 動物体追跡 / 予測 / 手の動き / 手術野 / 手術の状況 / 関節構造 / 移動カメラ / 手の動き認識
Outline of Final Research Achievements

In recent years, towards the application to various applications, temporal image processing has been actively researched. This research focuses on the following two topics: (1) Extracting and tracking moving objects in dynamic, temporal images, and (2) Analyzing surgical situations based on temporal image processing. For (1), the following method is proposed: a moving RGBD camera acquiares temporal images that contain scenes in which rigid objects moves, and then each rigid object is extracted and tracked based on clustering the feature points. For (2), the following two methods are proposed: for recognizing surgeons' hand actions, a method based on Bag-of-words and learning; for early recogntion, a method, for which"sub-action" is introduced, based on SVM and probability computations. Experimental results show the validity of the above-mentioned proposed methods.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (12 results)

All 2017 2016 2015 2014

All Journal Article (4 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 3 results,  Open Access: 2 results) Presentation (8 results)

  • [Journal Article] Early Recognition of Surgeons' Hand Actions from Continuous Surgery Videos by Using Subactions2016

    • Author(s)
      Y. Li, J. Ohya, T. Chiba, R. Xu and H. Yamashita
    • Journal Title

      IIEEJ Transactions on Image Electronics and Visual Computing

      Volume: 4 Pages: 124-136

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Computer Vision Technologies towards the Actualization of Robotic Scrub Nurses2016

    • Author(s)
      Ye Li and Jun Ohya
    • Journal Title

      The Imaging Society of Japan

      Volume: 55 Pages: 106-110

    • NAID

      130005125571

    • Related Report
      2015 Research-status Report
    • Open Access
  • [Journal Article] Recognizing Hand Actions during Suture Surgeries from Video Sequences Based on Sliding Windows, SBoWS Feature and Neural Network2015

    • Author(s)
      Ye LI, Jun OHYA, Toshio CHIBA, Rong XU, and Hiromasa YAMASHITA
    • Journal Title

      IIEEJ Transactions on Image Electronics and Visual Computing

      Volume: 3 Pages: 34-43

    • NAID

      40020711276

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Locating Fetal Facial Surface, Oral Cavity and Airways by a 3D Ultrasound Calibration Using a Novel Cones' Phantom2014

    • Author(s)
      Rong XU, Jun OHYA, Yoshinobu SATO, Bo ZHANG and Masakatsu G. FUJIE
    • Journal Title

      IEICE TRANSACTIONS on Information and Systems

      Volume: E97-D Pages: 1324-1335

    • NAID

      130004519247

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] 縫合手術を構成する6つの段階の動画像中の手術者の手の動きに基づき予測する方法2017

    • Author(s)
      坪田実和, 李 イエ, 大谷 淳
    • Organizer
      電子情報通信学会技術報告
    • Place of Presentation
      北海道大学
    • Year and Date
      2017-02-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] 縫合手術を構成する5つの段階の動画像からの識別法の検討2016

    • Author(s)
      三浦朋也, 李イエ、大谷淳
    • Organizer
      画像電子学会 第 276 回研究会 in 飯塚
    • Place of Presentation
      飯塚市
    • Year and Date
      2016-03-03
    • Related Report
      2015 Research-status Report
  • [Presentation] 部分骨格モデルを利用する人物の行動認識法の検討2016

    • Author(s)
      藤本篤人、立松直倫、大谷 淳
    • Organizer
      画像電子学会 第 276 回研究会 in 飯塚
    • Place of Presentation
      飯塚市
    • Year and Date
      2016-03-03
    • Related Report
      2015 Research-status Report
  • [Presentation] Study of Early Recognition and Progress Level Calculation of Surgeon's Action during Suture Surgery2015

    • Author(s)
      Y. Li, J. Ohya et al.
    • Organizer
      The 43rd Media Computing Conference
    • Place of Presentation
      姫路市
    • Year and Date
      2015-06-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 人物の関節の三次元データを用いた動作の予測の検討 ~ リー群での相対位置に基づくSkeltonの特徴とMax-Margin Early Event Detectorsを用いた手法 ~2015

    • Author(s)
      立松直倫, 大谷 淳, Larry S. Davis
    • Organizer
      電子情報通信学会PRMU研究会
    • Place of Presentation
      慶応大学矢上キャンパス
    • Year and Date
      2015-03-19 – 2015-03-20
    • Related Report
      2014 Research-status Report
  • [Presentation] Fundamental Study of Early Recognition of Surgeon’s Action during Suture Surgery from Video Sequences2015

    • Author(s)
      Ye Li, Jun Ohya, Toshio Chiba, Rong Xu, and Hiromasa Yamashita
    • Organizer
      2015年 電子情報通信学会総合大会
    • Place of Presentation
      立命館大学びわこ・くさつキャンパス
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Research-status Report
  • [Presentation] リー群での人物の関節の相対位置に基づくSkelton の特徴とMax-Margin Early Event Detectors を用いた動作の早期認識の検討2015

    • Author(s)
      立松直倫, 大谷 淳, Larry S.Davis
    • Organizer
      2015年 電子情報通信学会総合大会
    • Place of Presentation
      立命館大学びわこ・くさつキャンパス
    • Year and Date
      2015-03-10 – 2015-03-13
    • Related Report
      2014 Research-status Report
  • [Presentation] Recognizing Hand Actions during Suture Surgeries by using sh-SIFT algorithm2014

    • Author(s)
      Ye Li, Jun Ohya, Toshio Chiba, Rong Xu, and Hiromasa Yamashita
    • Organizer
      第32回 日本ロボット学会 学術講演会
    • Place of Presentation
      九州産業大学
    • Year and Date
      2014-09-04 – 2014-09-06
    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi