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

Research on image recognition and retrieval using space-filling curves

Research Project

Project/Area Number 24500216
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionWaseda University

Principal Investigator

KAMATA Seiichiro  早稲田大学, 理工学術院, 教授 (00204602)

Research Collaborator SUGIMOTO Kenjiro  
ZHANG Qieshi  
RYU Jegoon  
YANG Zhuo  
HAO Pengyi  
ZHOU Wei  
YU Jiya  
WANG Chengjie  
WU Renjie  
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords画像認識 / 画像検索 / 空間充填曲線 / 薬剤パッケージ / ヒルベルト走査 / 特徴記述 / 裸錠認識 / 錠剤認識 / 線形多様体 / 顔検索
Outline of Final Research Achievements

In order to realize a large-scale image inspection system for preventing human error of medicine dispensing to patients at pharmacy, research on image recognition and retrieval using space-filling curves is introduced. First a linear manifold color descriptor is proposed for medicine package recognition. And then a new shapr descriptor called hyper-complex polar Fourier analysis is developed for medicine feature extraction. Finally using several space filling curves, an adaptive Hilbert scan based Bag-of-Features is proposed for image retrieval. This method is based on adaptive selection of several scanning methods like Hilbert scan, etc., and several experiments show that the proposed method performs better than other retrieval methods.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (34 results)

All 2015 2014 2013 2012

All Journal Article (13 results) (of which Peer Reviewed: 13 results,  Acknowledgement Compliant: 1 results) Presentation (21 results)

  • [Journal Article] Accurate system for automatic pill recognition using imprint information2015

    • Author(s)
      Jiye YU, Zhiyuan CHEN, Sei-ichiro KAMATA and Jie YANG
    • Journal Title

      IET image processing

      Volume: 9 Pages: 1-10

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Multi-Histogram Mapping and Fusion based Image Contrast Enhancement2015

    • Author(s)
      Qieshi ZHANG and Sei-ichiro KAMATA
    • Journal Title

      ITE Transactions on Media Technology and Applications

      Volume: 3 Pages: 12-21

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Efficient Constant-time Gaussian Filtering with Sliding DCT/DST-5 and Dual-domain Error Minimization2015

    • Author(s)
      Kenjiro SUGIMOTO and Sei-ichiro KAMATA
    • Journal Title

      ITE Transactions on Media Technology and Applications

      Volume: 3 Pages: 2-11

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Novel Color Descriptor for Road-Sign Detection2013

    • Author(s)
      Qieshi ZHANG and Sei-ichiro KAMATA
    • Journal Title

      IEICE Trans. on Fundamentals

      Volume: E96-A Pages: 971-979

    • NAID

      10031193773

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Efficient Large-scale Video Retrieval Via Discriminative Signatures2013

    • Author(s)
      Pengyi HAO and Sei-ichiro KAMATA
    • Journal Title

      IEICE Trans. on Information and Systems

      Volume: E96-D Pages: 1800-1810

    • NAID

      130003370962

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Improved Color Barycenter Model and Its Separation for Road Sign Detection2013

    • Author(s)
      Qieshi ZHANG and Sei-ichiro KAMATA
    • Journal Title

      IEICE Trans. on Information and Systems

      Volume: E96-D Pages: 2839-2849

    • NAID

      130003385455

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] L1-Norm Based Linear Discriminant Analysis: An Application to Face Recognition2013

    • Author(s)
      Wei ZHOU and Sei-ichiro KAMATA
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E96-D Pages: 550-558

    • NAID

      10031167444

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Linear Manifold Color Descriptor for Medicine Package Recognition2012

    • Author(s)
      Kenjiro SUGIMOTO, Koji INOUE, Yoshimitsu KUROKI and Seiichiro KAMATA
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E95-D Pages: 1264-1271

    • NAID

      10030942603

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Novel Algorithm for Polar and Spherical Fourier Analysis on Two and Three Dimensional Images2012

    • Author(s)
      Zhuo YANG, Sei-ichiro KAMATA
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E95-D Pages: 1248-1255

    • NAID

      10030942552

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Image Description with Local Patterns: An Application to Face Recognition2012

    • Author(s)
      Wei ZHOU, Alireza AHRARY, Sei-ichiro KAMATA
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E95-D Pages: 1494-1505

    • NAID

      10030943272

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Efficiently Finding Individuals from Video Dataset2012

    • Author(s)
      Pengyi HAO, Sei-ichiro KAMATA
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E95-D Pages: 1280-1287

    • NAID

      10030942644

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Simple and Effective Clustering Algorithm for Multispectral Images Using Space-Filling Curves2012

    • Author(s)
      Jian ZHANG, Sei-ichiro KAMATA
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E95-D Pages: 1749-1757

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Face Representation and Recognition with Local Curvelet Patterns2012

    • Author(s)
      Wei ZHOU, Alireza AHRARY, Sei-ichiro KAMATA
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E95-D Pages: 3078-3087

    • NAID

      10031161477

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Disparity Refinement with Stability-based Tree for Stereo Matching2015

    • Author(s)
      Yuhang JI, Qieshi ZHANG, Kenjiro SUGIMOTO, Sei-ichiro KAMATA
    • Organizer
      IEEE Proc. of 2015 Intelligent Vehicles Symposium
    • Place of Presentation
      Seoul, South Korea
    • Year and Date
      2015-06-29 – 2015-07-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] Disparity Estimation from Monocular Image Sequence2014

    • Author(s)
      Qieshi ZHANG and Sei-Ichiro KAMATA
    • Organizer
      SPIE Proc. of International Conference on Machine Vision
    • Place of Presentation
      Milan, Italia
    • Year and Date
      2014-11-19 – 2014-11-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] Optimized Curvelet-based Empirical Mode Decomposition2014

    • Author(s)
      Renjie WU, Qieshi ZHANG and Sei-Ichiro KAMATA
    • Organizer
      SPIE Proc. of International Conference on Machine Vision
    • Place of Presentation
      Milan, Italia
    • Year and Date
      2014-11-19 – 2014-11-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] Optimized Curvelet-based Empirical Mode Decomposition2014

    • Author(s)
      Renjie WU, Qieshi ZHANG and Sei-ichiro KAMATA
    • Organizer
      Proc. of International Workshop on Machine Vision and Intelligence
    • Place of Presentation
      Kitakyushu, Japan
    • Year and Date
      2014-10-22 – 2014-10-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] A Fast and Accurate Distance Measurement using Multi-Hilbert Scanning for Point Pattern Matching2014

    • Author(s)
      Jegoon RYU and Sei-ichiro KAMATA
    • Organizer
      Proc. of International Workshop on Machine Vision and Intelligence
    • Place of Presentation
      Kitakyushu, Japan
    • Year and Date
      2014-10-22 – 2014-10-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Pill Recognition Using Imprint Information by Two-step Sampling Distance Sets2014

    • Author(s)
      Jiya YU, Zhiyuan CHEN and Sei-ichiro KAMATA
    • Organizer
      IEEE Proc. of International Conference on Pattern Recognition
    • Place of Presentation
      Stockholm, Sweden
    • Year and Date
      2014-08-25 – 2014-08-28
    • Related Report
      2014 Annual Research Report
  • [Presentation] Color Barycenter Model based Multi-Histogram Mapping and Merging for Image Enhancement2013

    • Author(s)
      Qieshi ZHANG and Sei-ichiro KAMATA
    • Organizer
      Proc. of 13rd IAPR Int. Conf. on Machine Vision Applications
    • Place of Presentation
      Ritsumeikan University, Kyoto,Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Improved Color Barycenter Model for Road-Sign Detection2013

    • Author(s)
      Qieshi ZHANG and Sei-ichiro KAMATA
    • Organizer
      Proc. of 13rd IAPR Int. Conf. on Machine Vision Applications
    • Place of Presentation
      Ritsumeikan University, Kyoto,Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Facial Signatures for Fast Individual Retrieval from Video Dataset2013

    • Author(s)
      Pengyi HAO and Sei-ichiro KAMATA
    • Organizer
      Proc. of IEEE Proc. of Int. Conf. on Multimedia and Expo. (ICME)
    • Place of Presentation
      Fairmont Hotel, Sanjose, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] Maximum Correntropy Criterion for Discriminative Dict ionary Learning2013

    • Author(s)
      Pengyi HAO and Sei-ichiro KAMATA
    • Organizer
      Proc. of IEEE Proc. of Int. Conf. on Image Processing(ICIP)
    • Place of Presentation
      Convention Center, Melbourne, Astralia
    • Related Report
      2013 Research-status Report
  • [Presentation] An Efficient Video Retrieval Scheme Based on Facial Signatures2013

    • Author(s)
      Pengyi HAO and Sei-ichiro KAMATA
    • Organizer
      Proc. of IEEE Proc. of Int. Conf. on Image Processing(ICIP)
    • Place of Presentation
      Convention Center, Melbourne, Astralia
    • Related Report
      2013 Research-status Report
  • [Presentation] A Fast Multi-View Based Specular Removal Approach for Pill Extraction2013

    • Author(s)
      Chengjie WANG, Sei-ichiro KAMATA and Lizhuang MA
    • Organizer
      Proc. of IEEE Proc. of Int. Conf. on Image Processing(ICIP)
    • Place of Presentation
      Convention Center, Melbourne, Astralia
    • Related Report
      2013 Research-status Report
  • [Presentation] Superfast Gaussian Filter with Second-Order Shift Property of DCT-V2013

    • Author(s)
      Kenjiro SUGIMOTO and Sei-ichiro KAMATA
    • Organizer
      Proc. of IEEE Proc. of Int. Conf. on Image Processing(ICIP)
    • Place of Presentation
      Convention Center, Melbourne, Astralia
    • Related Report
      2013 Research-status Report
  • [Presentation] A New Accurate Pill Recognition System Using Imprint Information2013

    • Author(s)
      Zhiyuan CHEN and Sei-ichiro KAMATA
    • Organizer
      Proc. of Int. Conf. on Machine Vision (ICMV2013)
    • Place of Presentation
      Novotel Hotel, London, UK
    • Related Report
      2013 Research-status Report
  • [Presentation] Facial Signatures for Fast Individual Retrieval from Video Dataset2013

    • Author(s)
      Pengyi HAO, Sei-ichiro KAMATA
    • Organizer
      IEEE Internation Conference on Multimedia Expo.
    • Place of Presentation
      米国サンノゼ
    • Related Report
      2012 Research-status Report
  • [Presentation] Maximum Correntropy Criterion for Discriminative Didctionary Learning2013

    • Author(s)
      Pengyi HAO, Sei-ichiro KAMATA
    • Organizer
      IEEE Internation Conference on Image Processing
    • Place of Presentation
      オーストラリア・メルボルン
    • Related Report
      2012 Research-status Report
  • [Presentation] Fast Image Filtering by DCT-Based Kernel Decomposition and Sequential Sum Update2012

    • Author(s)
      Kenjiro SUGIMOTO and Sei-ichiro KAMATA
    • Organizer
      IEEE International Conference on Image Processing
    • Place of Presentation
      米国オーランド
    • Related Report
      2012 Research-status Report
  • [Presentation] Unsupervised people organization and its application on individual retrieval from videos2012

    • Author(s)
      Pengyi HAO and Sei-ichiro KAMATA
    • Organizer
      IAPR International Conference on Pattern Recognition
    • Place of Presentation
      つくば市国際会議場
    • Related Report
      2012 Research-status Report
  • [Presentation] Linear discriminant analysis with maximum correntropy criterion2012

    • Author(s)
      Wei ZHOU, Sei-ichiro KAMATA
    • Organizer
      11th Asian Conference on Computer Vision
    • Place of Presentation
      韓国大田市国際会議場
    • Related Report
      2012 Research-status Report
  • [Presentation] Face recognition with learned local curvelet patterns and 2-directional L1 norm based 2DPCA2012

    • Author(s)
      Wei ZHOU, Sei-ichiro KAMATA
    • Organizer
      International Workshop on Computer Vision With Local Binary Pattern Variants
    • Place of Presentation
      韓国大田市国際会議場
    • Related Report
      2012 Research-status Report
  • [Presentation] An Efficient Window-Based Stereo Matching Algorithm Using Foreground Disparity Concentration2012

    • Author(s)
      Xuejiao Bai, Sei-ichiro Kamata
    • Organizer
      12th.IEEE International Conference on Control, Automation, Robotics and Vision
    • Place of Presentation
      中国広州国際会議場
    • Related Report
      2012 Research-status Report

URL: 

Published: 2013-05-31   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi