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Selective Attention Camera for Real-world Sensing

Research Project

Project/Area Number 15K12066
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Perceptual information processing
Research InstitutionKyushu University

Principal Investigator

Shimada Atsushi  九州大学, システム情報科学研究院, 准教授 (80452811)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords画像処理 / 物体検出 / 選択的注視
Outline of Final Research Achievements

This study developed a new camera system called "Selective Attention Camera". The camera concept is inspired by the selective attention sensing, and is realized with low costs for the purpose of general usage. We confirmed a high accuracy of object detection from a video sequence.

Report

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

    (10 results)

All 2018 2017 2016 2015

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (8 results) (of which Int'l Joint Research: 7 results)

  • [Journal Article] Background light ray modeling for change detection2016

    • Author(s)
      Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
    • Journal Title

      Journal of Visual Communication and Image Representation

      Volume: 38 Pages: 55-64

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] 背景モデル低コスト化のためのヒストグラムの指数加重更新法2016

    • Author(s)
      峰松 翼, 五十嵐 正樹, 島田 敬士, 長原 一, 谷口 倫一郎
    • Journal Title

      画像電子学会誌

      Volume: -

    • NAID

      130006078476

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Presentation] How does CNN grasp transparent object features?2018

    • Author(s)
      Roland Sireyjol, Atsushi Shimada, Tsubasa Minematsu, Hajime Nagahara, Rin-ichiro Taniguchi
    • Organizer
      The International Workshop on Frontiers of Computer Vision (IW-FCV2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] CNN for face dection with thermal image2018

    • Author(s)
      Yibo Guo, 島田 敬士, 内山 英昭, 馬 超, 長原 一, 谷口 倫一郎
    • Organizer
      知覚情報/次世代産業システム合同研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Analytics of Deep Neural Network in Change Detection2017

    • Author(s)
      Tsubasa Minematsu, Atsushi Shimada, Rin-Ichiro Taniguchi
    • Organizer
      14th IEEE International Conference on Advanced Video and Signal based Surveillance
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Background Initialization based on Bidirectional Analysis and Consensus Voting2016

    • Author(s)
      Tsubasa Minematsu, Atsushi Shimada, Rin-ichiro Taniguchi
    • Organizer
      2016 IEEE Scene Background Modeling Contest (SBMC 2016)
    • Place of Presentation
      メキシコ
    • Year and Date
      2016-12-04
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 3D surveillance system using camera array2016

    • Author(s)
      Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
    • Organizer
      The 11th International Workshop on Information Search, Integration, and Personalization (ISIP2016)
    • Place of Presentation
      フランス
    • Year and Date
      2016-11-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Object Video Segmentation Using Superpixel Motion2016

    • Author(s)
      Mohamed Ahmed Abdelwahab, Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Moataz Mahmoud Abdelwahab, Rin-ichiro Taniguchi
    • Organizer
      The 22nd Korea-Japan Joint Workshop on Frontiers of Computer Vision
    • Place of Presentation
      岐阜
    • Year and Date
      2016-02-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Adaptive Search of Background Models for Object Detection in Images Taken by Moving Cameras2015

    • Author(s)
      Tsubasa Minematsu, Hideaki Uchiyama, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
    • Organizer
      The International Conference on Image Processing (ICIP)
    • Place of Presentation
      カナダ
    • Year and Date
      2015-09-27
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Change Detection on Light Field for Active Video Surveillance2015

    • Author(s)
      Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi
    • Organizer
      12th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS)
    • Place of Presentation
      ドイツ
    • Year and Date
      2015-08-25
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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

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