------Selected Publications

Under construction
Full list of publications


    DRAW: Deep Networks for Recognizing Styles of Artists Who Illustrate Children's Books
    Samet Hicsonmez, Nermin Samet, Fadime Sener, Pinar Duygulu
    ACM International Conference on Multimedia Retrieval (ICMR), June 2017


  1. Sentioscope: A Soccer Player Tracking System Using Model Field Particles
    Sermetcan Baysal, Pinar Duygulu
    IEEE Transactions on Circuits and Systems for Video Technology
    Volume 26, Issue 7, 1350 - 1362, July 2016
    DOI: 10.1109/TCSVT.2015.2455713
  2. Cross-document word matching for segmentation and retrieval of Ottoman divans
    Pinar Duygulu, Damla Arifoglu, Mehmet Kalpakli
    Pattern Analysis and Applications
    Volume 19, Issue 3, 647--663, August 2016
    DOI: 10.1007/s10044-014-0420-8
    [ data ]
  3. 2015

  4. Classifying fonts and calligraphy styles using complex wavelet transform
    Alican Bozkurt, Pinar Duygulu, Enis Cetin
    Signal, Image and Video Processing
    Volume 9, Supplement 1, 225--234, December 2015
    DOI: 10.1007/s11760-015-0795-z
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  5. Matching Islamic patterns in Kufic images
    Damla Arifoglu, Emre Sahin, Hande Adiguzel, Pinar Duygulu, Mehmet Kalpakli
    Pattern Analysis and Applications
    Volume 18, Issue 3, 601--617, August 2015
    DOI: 10.1007/s10044-014-0437-z
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  6. FAME: Face Association Through Model Evolution
    Eren Golge,Pinar Duygulu
    IEEE Conference on Computer Vision and Pattern Recognition
    Workshop on Analysis and Modeling of Faces and Gestures
  7. Conceptfusion: A flexible scene classification framework
    Ilker Sarac, Ahmet Iscen, Eren Golge, Pinar Duygulu
    European Conference on Information Retrieval
  8. 2014

  9. Conceptmap: Mining noisy web data for concept learning
    Eren Golge,Pinar Duygulu
    European Conference on Computer Vision
  10. Snippet Based Trajectory Statistics Histograms for Assistive Technologies
    Ahmet Iscen, Yijie Wang, Pinar Duygulu, Alex Hauptmann
    European Conference on Computer Vision
    Workshop on Assistive Computer Vision and Robotics
  11. What is usual in unusual videos? Trajectory snippet histograms for discovering unusualness
    Ahmet Iscen, Anil Armagan, Pinar Duygulu
    IEEE Conference on Computer Vision and Pattern Recognition
    Workshop on Web-scale Vision and Social Media
  12. 2013

  13. A line based pose representation for human action recognition
    Sermetcan Baysal, Pinar Duygulu
    Signal Processing: Image Communication Volume 28, Issue 5, May 2013, Pages 458--471
    Automatic Categorization of Ottoman Poems
    Ethem Fatih Can, Fazli Can, Pinar Duygulu, Mehmet Kalpakli
    Glottotheory:International Journal of Theoretical Linquistics, Volume 4, Number 2, 2013
  14. 2011

  15. A line-based representation for matching words in historical manuscripts
    Ethem Fatih Can, Pinar Duygulu
    Pattern Recognition Letters Volume 32, Issue 8, 1 June 2011, Pages 1126--1138
    A new pose-based representation for recognizing actions from multiple cameras
    Selen Pehlivan, Pinar Duygulu
    Computer Vision and Image Understanding, Volume 115, Issue 2, February 2011, Pages 140--151
    Multimedia translation for linking visual data to semantics in videos
    Pinar Duygulu, Muhammet Bastan
    Machine Vision and Applications, January 2011, Volume 22, Issue 1, pp 99--115
  16. 2010

  17. Automatic tag expansion using visual similarity for photo sharing websites
    Sare Gul Sevil, Onur Kucuktunc, Pinar Duygulu, Fazli Can
    Multimedia Tools and Applications, August 2010, Volume 49, Issue 1, pp 81--99
    Interesting faces: A graph-based approach for finding people in news
    Derya Ozkan, Pinar Duygulu
    Pattern Recognition Volume 43, Issue 5, May 2010, Pages 1717--1735
  18. 2009

  19. Automated discrimination of psychotropic drugs in mice via computer vision-based analysis
    Zeynep Yucel, Yildirim Sara, Pinar Duygulu, Rustu Onur, Emre Esen, A. Bulent Ozguler
    Journal of Neuroscience Methods Volume 180, Issue 2, 15 June 2009, Pages 234--242
    Histogram of oriented rectangles: A new pose descriptor for human action recognition
    Nazli Ikizler, Pinar Duygulu
    Image and Vision Computing Volume 27, Issue 10, 2 September 2009, Pages 1515--1526
  20. 2003

  21. Matching Words and Pictures
    Kobus Barnard, Pinar Duygulu, David Forsyth, Nando de Freitas, David Blei, Michael Jordan
    Journal of Machine Learning Research (JMLR), SpecialIssue on Machine Learning Methods for Text and Images, Volume 3, Pages 1107--1135, 2003
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    Object Based Image labeling through Learning-by-Example and Multi-level Segmentation
    Yaowu Xu, Pinar Duygulu, Eli Saber, Murat Tekalp, Fatos Yarman Vural
    Pattern Recognition Volume 36, Issue 6, June 2003, Pages 1407--1423
  22. 2002

  23. A hierarchical representation of form documents for identification and retrieval
    Pinar Duygulu,Volkan Atalay
    International Journal on Document Analysis and Recognition November 2002, Volume 5, Issue 1, pp 17-27