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Research for detection and flow analysis of moving objects with shape change and occlusion

Research Project

Project/Area Number 16K06387
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Measurement engineering
Research InstitutionTottori University

Principal Investigator

KONDO Katsuya  鳥取大学, 工学研究科, 教授 (00295750)

Co-Investigator(Kenkyū-buntansha) 三柴 数  鳥取大学, 工学研究科, 准教授 (40609038)
小山田 雄仁  鳥取大学, 工学研究科, 助教 (30708615)
栗政 明弘  東北医科薬科大学, 医学部, 教授 (80343276)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords計測工学 / 画像解析 / 細胞
Outline of Final Research Achievements

In microscopic cell images, cell brightness changes due to cell position in depth, so there are cells with various brightness mixed in an image. Then it tends to miss the detection and tracking of cells, and it is difficult to evaluate the growth and genealogy analysis. By suppressing undetected cells for various brightness ranges, we solved this subject so that we show that it works well to improve the detection for the accuracy of flow and genealogy imaging. For person detection problem in the image taken from a floating camera, we reduced the effect of partial hiding by swaying trees. Furthermore, by using temperature features, we showed that it is reidentificated after occluded.

Academic Significance and Societal Importance of the Research Achievements

再生医療の高まりのもと幹細胞の成長過程の評価,群れた人の動きの解析は種々の応用が期待できる.細胞や人などの動きを解析することは,精度よく個々を分離して動きを追跡することが必要で,実用上,近接・接触や隠蔽など特有の問題が存在し,画像内の個々の動き評価を難しくしている.本課題はいくつかの解決法を示し,その適用範囲,応用範囲を増やすことに寄与するものである.また近年,熱画像を用いた動線解析が盛んになってきており,熱特徴に基づく人物追跡も扱った.

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (4 results)

All 2020 2019 2016

All Journal Article (3 results) (of which Acknowledgement Compliant: 1 results) Presentation (1 results)

  • [Journal Article] リングフィルタを用いた多様な輝度の複数移動物体の検出2020

    • Author(s)
      成田剛志,西山凌登,近藤克哉
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 119,458 Pages: 85-89

    • Related Report
      2019 Annual Research Report
  • [Journal Article] パーティクルフィルタを用いた熱赤外画像の隠れを伴う人物の追跡2020

    • Author(s)
      塚原康平,近藤克哉,三柴 数
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 119,458 Pages: 79-84

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 細胞相互の輝度の違いが大きな場合の細胞検出2016

    • Author(s)
      近藤克哉, 三柴 数, 小山田雄仁, 吉川雅基, 栗政明弘
    • Journal Title

      電子情報通信学会技術研究報告(ISSN 0913-5685)

      Volume: vol.116, no.298 Pages: 1-4

    • Related Report
      2016 Research-status Report
    • Acknowledgement Compliant
  • [Presentation] オプティカルフローとカメラ運動の交互推定を用いた球面画像の奥行き推定2019

    • Author(s)
      面坪雅人,三柴数,近藤克哉
    • Organizer
      電子情報通信学会第34回信号処理シンポジウム
    • Related Report
      2019 Annual Research Report

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Published: 2016-04-21   Modified: 2021-02-19  

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