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Development of a new principle of multi-spectrum-image-sensor that reduces the cost and improves sensitivity

Research Project

Project/Area Number 26540080
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Perceptual information processing
Research InstitutionTokyo Institute of Technology

Principal Investigator

Kumazawa Itsuo  東京工業大学, 科学技術創成研究院, 教授 (70186469)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsマルチスペクトル画像センサ / 画像処理 / マイクロプリズムアレイ / 回折格子 / 分光 / 高感度 / 逆問題 / 不良設定問題 / リモートセンシング / クロストーク / プリズム / センシングデバイス / マルチスペクトルセンサ / 画像センサー / 機械学習
Outline of Final Research Achievements

We investigated a new principle of multi-spectrum-image-sensor that uses a very simple optical system but a sophisticated post-numerical-processing to compensate for the incomplete capability of the optical system. The conventional multi-spectrum-image-sensor has been using a slit to avoid cross talks from other part of the object. This slit blocks the most of the optical energy and causes the low photographic sensitivity of the multi-spectrum-image-sensor. The principle proposed in this study does not use the slit and improves the sensitivity remarkably. In addition, the optical system can be small and light enough for a drone to carry. However, the principle needs an innovative post-numerical-processing to remove the cross talks. Various form of such simplified optical systems are prototyped. In addition, the latest techniques for the inverse-problem or deconvolution are applied to remove cross talks for each prototypes.

Report

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

    (11 results)

All 2016 2015

All Presentation (11 results) (of which Int'l Joint Research: 7 results)

  • [Presentation] Land Cover Mapping Classification Based on Multi Restricted Boltzmann Machines and Support Vector Machines2016

    • Author(s)
      Apiwat Lekfuangfu, Teerasit Kasetkasem, Preesan Rakwatin, Sararak Tanarat, Itsuo Kumazawa, and Thitiporn Chanwimaluang
    • Organizer
      Proceedings of ECTI-CON 2016
    • Place of Presentation
      Chiang Mai
    • Year and Date
      2016-06-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Combining a Random Forest Algorithm and a Level Set Method for Land Cover Mapping2016

    • Author(s)
      Panyanat Aonpong, Teerasit Kasetkasem, Preesan Rakwatin, Itsuo Kumazawa, and Thitiporn Chanwimaluang
    • Organizer
      Proceedings of ECTI-CON 2016
    • Place of Presentation
      Chiang Mai
    • Year and Date
      2016-06-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Incorporating Texture in Remote Sensing Image Classification Using a MLP Deep Neural Network2016

    • Author(s)
      Apiwat Lekfuangfu, Teerasit Kasetkasem, Preesan Rakwatin, Thitiporn Chanwimaluang, and Itsuo Kumazawa
    • Organizer
      Proceedings of the Seventh International Conference on Information and Communication Technology for Embedded Systems(ICICTES2016)
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2016-03-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Random Forest Approach for Land Cover Mapping2016

    • Author(s)
      Panyanat Aonpong, Teerasit Kasetkasem, Preesan Rakwatin, Thitiporn Chanwimaluang, and Itsuo Kumazawa
    • Organizer
      Proceedings of the Seventh International Conference on Information and Communication Technology for Embedded Systems(ICICTES2016)
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2016-03-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] SAR Multitemporal Speckle Filtering Based on Image Segmentation2015

    • Author(s)
      P. Rattanasuwan, T. Kasetkasem, P. Rakwatin, I. Kumazawa, and T. Chanwimaluang
    • Organizer
      The twelfth international conference on Electrical Engineering/Electrinics, Computer, Telecommunications and Information Technology (ECTI2015)
    • Place of Presentation
      Cha-am, Thailand
    • Year and Date
      2015-06-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Level-based Method for Urban Mapping using Multitemporal SAR Data2015

    • Author(s)
      R. Jaturapitpornchai, T. Kasetkasem, P. Rakwatin, I. Kumazawa, and T. Chanwimaluang
    • Organizer
      The twelfth international conference on Electrical Engineering/Electrinics, Computer, Telecommunications and Information Technology (ECTI2015)
    • Place of Presentation
      Cha-am, Thailand
    • Year and Date
      2015-06-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Rice Phenology Estimation Based on Statistical Models for Time-series SAR Data2015

    • Author(s)
      N. Cota, T. Kasetkasem, P. Rakwatin, T. Chanwimaluang, and I. Kumazawa
    • Organizer
      The twelfth international conference on Electrical Engineering/Electrinics, Computer, Telecommunications and Information Technology (ECTI2015)
    • Place of Presentation
      Cha-am, Thailand
    • Year and Date
      2015-06-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] TOTAL GENERALIZED VARIATION FOR GRAPH SIGNALS2015

    • Author(s)
      Shunsuke Ono, Isao Yamada, and Itsuo Kumazawa
    • Organizer
      2015 IEEE InternationalConference on Acoustics, Speech, and ignal Processing (ICASSP 2015)
    • Place of Presentation
      Australia Brisbane
    • Year and Date
      2015-04-19 – 2015-04-24
    • Related Report
      2014 Research-status Report
  • [Presentation] An SAR Image Speckle Removal Algorithm via Image Segmentation2015

    • Author(s)
      Poompat Rattanasuwan, Teerasit Kasetkasem, Preesan Rakwatin, Thitiporn Chanwimaluang, Itsuo Kumazawa
    • Organizer
      2015 6th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES)
    • Place of Presentation
      Thailand Hua Hin Cha Am
    • Year and Date
      2015-03-22 – 2015-03-24
    • Related Report
      2014 Research-status Report
  • [Presentation] A Level-based Method for Urban Mapping using NPP-VIIRS Nighttime Light Data2015

    • Author(s)
      Raveerat Jaturapitpornchai, Teerasit Kasetkasem, Preesan Rakwatin, Thitiporn Chanwimaluang, Itsuo Kumazawa
    • Organizer
      2015 6th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES)
    • Place of Presentation
      Thailand Hua Hin Cha Am
    • Year and Date
      2015-03-22 – 2015-03-24
    • Related Report
      2014 Research-status Report
  • [Presentation] Rice Phenology Estimation Using SAR Time-series Data2015

    • Author(s)
      Napat Cota, Teerasit Kasetkasem , Preesan Rakwatin, Thitiporn Chanwimaluang, Itsuo Kumazawa
    • Organizer
      2015 6th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES)
    • Place of Presentation
      Thailand Hua Hin Cha Am
    • Year and Date
      2015-03-22 – 2015-03-24
    • Related Report
      2014 Research-status Report

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

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