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Moving object recognition with cooperative training of various image sensing data

Research Project

Project/Area Number 15K21231
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Perceptual information processing
Measurement engineering
Research InstitutionNagasaki University

Principal Investigator

MARUTA Hidenori  長崎大学, 工学研究科, 准教授 (00363474)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords画像認識 / 画像解析
Outline of Final Research Achievements

The purpose of this research is to develop an accurate image recognition system for outer scene with various surveillance image sensors. The image recognition in the outer scene becomes a difficult task since background objects and the lighting conditions heavily affect to recognition results. In this research, to address the problem of computation burden of image analysis of various images sensors, a changing rate from the past of each region is defined and it is used to extract the regions of interest. The changing rate of each region is calculated based on the subspace method. The selected changing regions are sent to the image recognition part to analyze whether they include some objects of interest. By using the presented method, we can realize the image recognition system which can handle various image sensor’s information of the outer scene.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (2 results)

All 2016

All Presentation (2 results)

  • [Presentation] 相関係数を用いた煙の特徴量の検討2016

    • Author(s)
      板平健吾・丸田英徳・黒川不二雄
    • Organizer
      第69回電気・情報関係学会九州支部連合大会
    • Place of Presentation
      宮崎大学(宮崎県・宮崎市)
    • Year and Date
      2016-09-20
    • Related Report
      2016 Research-status Report
  • [Presentation] 機械学習による炎検知のデータ依存性について2016

    • Author(s)
      峯 昴輝・黒川不二雄・丸田英徳
    • Organizer
      第69回電気・情報関係学会九州支部連合大会
    • Place of Presentation
      宮崎大学(宮崎県・宮崎市)
    • Year and Date
      2016-09-20
    • Related Report
      2016 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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