Publications of Pinar Duygulu

Publications

Journal Articles

13. Matching Islamic Patterns in Kufic Images
Damla Arifoglu, Pinar Duygulu, Mehmet Kalpakli
in review

12. Segmentation of Historical Documents using Cross Document Word Matching
Damla Arifoglu, Pinar Duygulu, Mehmet Kalpakli
in review

11. A Line Based Pose Representation For Human Action Recognition
Sermetcan Baysal, Pinar Duygulu
in review

10. A line based representation to match the words in historical manuscripts (html)
Ethem Fatih Can, Pinar Duygulu,

in Pattern Recognition Letters, Volume 32, Issue 8, Pages 1081-1222, June 2011

9. A new pose-based representation for recognizing actions from multiple cameras (html)
Selen Pehlivan, Pinar Duygulu
in Computer Vision and Image Understanding, Volume 115, Issue 2, Pages 140-151, February 2011

8. Multimedia translation for linking visual data to semantics in videos (html)
Pinar Duygulu and Muhammet Bastan
in Machine Vision and Applications, Volume 22, Number 1, Page 99-115, 2011

7. Automatic Tag Expansion using Visual Similarity for Photo Sharing Websites (html)
Sare Gul Sevil, Onur Kucuktunc, Pinar Duygulu, Fazli Can
in Multimedia Tools and Applications, Volume 49, Number 1, Pages 81-99, 2010

6. Interesting Faces: A Graph Based Approach for Finding People in News (html)
Derya Ozkan and Pinar Duygulu
in Pattern Recognition, Volume 43, Issue 5, Pages 1717-1735, May 2010

5. Automated Discrimination of Psychotropic Drugs in Mice via Computer Vision-Based Analysis (html)
Zeynep Yucel, Yildirim Sara, Pinar Duygulu, Rustu Onur, Emre Esen, Bulent Ozguler
in Journal of Neuroscience Methods, Volume 180, Issue 2, Pages 234-242, June 15, 2009

4. Histogram of Oriented Rectangles: A New Pose descriptor for Human Action Recognition (html)

Nazli Ikizler and Pinar Duygulu

in Image and Vision Computing, volume 27, Issue 10, Pages 1515-1526, September 2, 2009

3. Matching Words and Pictures ( .ps.gz | .pdf | data )

Kobus Barnard, Pinar Duygulu, David Forsyth, Nando de Freitas, David Blei, Michael Jordan

Journal of Machine Learning Research (JMLR),

Special Issue on Machine Learning Methods for Text and Images,

Volume 3, Pages 1107-1135, 2003.

2. Object Based Image labeling through Learning-by-Example and Multi-level Segmentation ( .pdf )

Yaowu Xu, Pinar Duygulu, Eli Saber, Murat Tekalp, Fatos Yarman Vural

Pattern Recognition, Volume 36, no. 6, Pages 1407-1423, June 2003

1. A Hierarchical Representation of Form Documents for Identification and Retrieval (.html)

Pinar Duygulu, Volkan Atalay

International Journal on Document Analysis and Recognition (IJDAR),

Volume 5 no. 1, Pages 17-27 , 2002

    Book Chapters

        5. Linking image and text for semantic labeling of images and videos,
        Pinar Duygulu, Muhammet Bastan and Derya Ozkan,
        in Machine Learning Techniques for Multimedia,
        Editor: Matthieu Cord, P. Cunnigham, Publisher: Springer-Verlag, 2008

        4. Cross-modal Correlation Mining using Graph Algorithms
        Jia-yu Pan, Hyungjeong Yang, Christos Faloutos, and Pinar Duygulu
        in Knowledge Discovery and Data Mining: Challenges and Realities with Real World Data
        Editors: Xingguan Zhu and Ian Davidson
Publisher: Idea Group Reference
February 2007

        3. Translating images to words for recognizing objects in large image and video collections
Pinar Duygulu, Muhammet Bastan and David A. Forsyth
        in Towards Category-Level Object Recognition
        Editors: Jean Ponce, Martial Hebert, Cordelia Schmid, and Andrew Zisserman
        Publisher: Springer Verlag
        Lecture Notes in Computer Science Series, Vol: 4170, 2006.

        2. El Yazsi Tanima (in Turkish),
        Pinar Duygulu,
        Bilisim Ansiklopedisi
        Papatya Yayincilik, 2006

        1. Exploiting Text and Image Feature Co-occurrence Statistics in Large Datasets,
        Kobus Barnard, Pinar Duygulu, and David Forsyth,
        to appear as a chapter in Trends and Advances in Content-Based Image and Video Retrieval
        Editors: Remco C. Veltkamp, Hans-Peter Kriegel, Linda Shapiro, Publisher: Springer
        Lecture Notes in Computer Science Series, 2005

Refereed International Conference and Workshop papers

37. Automatic Categorization of Ottoman Literary Texts By Poet and Time Period

Ethem F. Can, Fazli Can, Pinar Duygulu and Mehmet Kalpakli

In 26th International Symposium on Computer and Information Sciences (ISCIS 2011),

London, UK, 26-28 September 2011

36. Redif Extraction in Handwritten Ottoman Literary Texts (.pdf)

Ethem Fatih Can, Pinar Duygulu, Fazli Can, Mehmet Kalpakli

In 20th International Conference on Pattern Recognition (ICPR 2010),

Istanbul, Turkey, August 23-26, 2010

35. Recognizing Human Actions Using Key Poses (.pdf)
Sermetcan Baysal, Mehmet Can Kurt, Pinar Duygulu
In 20th International Conference on Pattern Recognition (ICPR 2010),
Istanbul, Turkey, August 23-26, 2010

34. 3D Human Pose Search using Oriented Cylinders (.pdf | slides)
Selen Pehlivan, Pinar Duygulu
in IEEE Workshop on Search in 3D and Video (S3DV)
in conjunction with the 12th IEEE International Conference on Computer Vision (ICCV 2009)
Kyoto, Japan, September 27, 2009

33. Recognizing faces in news photographs on the web (.pdf)
Hilal Zitouni, Muhammed Fatih Bulut, Pinar Duygulu
accepted to be published in the 24th International Symposium on Computer and Information Sciences (ISCIS 2009)
September 14-16, 2009

32. Tag Suggestr: Automatic Photo Tag Expansion using Visual Information for Photo Sharing Websites (.pdf)
Onur Kucuktunc, Sare Gul Sevil, Akif Burak Tosun, Hilal Zitouni, Pinar Duygulu, Fazli Can
in the 3rd International Conference on Semantic and Digital Media Technologies (SAMT 2008),
Koblenz, Germany, December 3-5, 2008

31. Re-ranking of image search results using a graph algorithm (.pdf)
Hilal Zitouni, Sare Gul Sevil, Derya Ozkan, Pinar Duygulu
in the 19th International Conference on Pattern Recognition (ICPR 2008),
Tampa, Florida, USA, December 8-11, 2008

30. Human action recognition with line and flow histograms (.pdf)
Nazli Ikizler, R. Gokberk Cinbis, Pinar Duygulu
in the 19th International Conference on Pattern Recognition (ICPR 2008),
Tampa, Florida, USA, December 8-11, 2008

29. Recognizing actions from still images (.pdf)
Nazli Ikizler, R. Gokberk Cinbis, Selen Pehlivan, Pinar Duygulu
in the 19th International Conference on Pattern Recognition (ICPR 2008),
Tampa, Florida, USA, December 8-11, 2008

28. Pose sentences: A new representation for action recognition using sequence of pose words (.pdf)
Kardelen Hatun, Pinar Duygulu
in the 19th International Conference on Pattern Recognition (ICPR 2008),
Tampa, Florida, USA, December 8-11, 2008

27. Human Action Recognition Using Distribution of Oriented Rectanguar Patches (.pdf)
Nazli Ikizler, Pinar Duygulu
In Proceedings of 2nd Workshop on Human Motion: Understanding, Modeling, Capture and Animation,
In conjunction with Eleventh IEEE International Conference on Computer Vision (ICCV2007)
Rio de Janeiro, Brazil, October 14-20, 2007
also published in Lecture Notes in Computer Science, Volume 4814/2007

26. Searching for Repeated Video Sequences (.pdf)
Tolga Can, Pinar Duygulu
In Proceedings of 9th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR)
In conjunction with ACM Multimedia 2007
September 28-29, 2007, University of Augsburg, Germany

25. Matching Ottoman Words: An Image Retrieval Approach to Historical Document Indexing (.pdf)
Esra Ataer, Pinar Duygulu
In Proceedings of ACM International Conference on Image and Video Retrieval,(CIVR)
July 9-11 2007, Amsterdam, The Netherlands

           24. Retrieval of Ottoman Documents (.pdf | poster)
           Esra Ataer, Pinar Duygulu
           In Proceedings of 8th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR 2006)
           In conjuction with ACM Multimedia 2006,
           October 26-27, 2006, Santa Barbara, CA, USA

           23. Finding People Frequently Appearing in News (.pdf | slides)
           Derya Ozkan, Pinar Duygulu
           In Proceedings of International Conference on Image and Video Retrieval (CIVR 2006),
           Arizona State University, Tempe, AZ, USA, July 13-15 2006
           also published in Lecture Notes in Computer Science, Volume 4071/2006

           22. Recognizing Objects and Scenes in News Videos (.pdf | poster)
           Muhammet Bastan, Pinar Duygulu
           In Proceedings of International Conference on Image and Video Retrieval (CIVR 2006),
           Arizona State University, Tempe, AZ, USA, July 13-15 2006
           also published in Lecture Notes in Coputer Science, Volume 4071/2006

           21. A Graph Based Approach for Naming Faces in News Photos (.pdf | poster)
           Derya Ozkan, Pinar Duygulu
           In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR2006),
           New York, NY, June 17-22, 2006

20. Joint Visual-Text Modeling for Automatic Retrieval of Multimedia Documents, (.pdf | .ps)
          Giridharan Iyengar, Pinar Duygulu, Shaolei Feng, Pavel Ircing, Sanjeev Khudanpur, Dietrich Klakow,
          Matthew Krause, R. Manmatha, Harriet Nock, Desisleva Petkova, Brock Pytlik, Paola Virga
          In Proceedings of the 13th ACM Multimedia Conference,
          Singapore, November 6-12, 2005.

          19. Person Search Made Easy, (.pdf | poster)
          Nazli Ikizler, Pinar Duygulu,
          In Proceedings of The Fourth International Conference on Image and Video Retrieval (CIVR 2005),
          Singapore, July 20-22, 2005.
          also published in Lecture Notes in Computer Science, Volume 3568/2005

          18. Systematic Evaluation of Machine Translation Methods for Image and Video Annotation, (.pdf | slides)
          Paola Virga, Pinar Duygulu,
          In Proceedings of The Fourth International Conference on Image and Video Retrieval (CIVR 2005),
          Singapore, July 20-22, 2005.
          also published in Lecture Notes in Computer Science, Volume 3568/2005

          17. Towards Auto-Documentary: Tracking the evolution of news on time, ( .pdf )
Pinar Duygulu, Jia-Yu Pan, David Forsyth,
In Proceedings of the ACM Multimedia Conference,
          New York, NY, October 10-16, 2004.

          16. Automatic Multimedia Crossmodal Correlation Discovery, (.pdf)
          Jia-Yu Pan, HyungJeong Yang, Christos Faloutsos and Pinar Duygulu,
          In Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and
          Data Mining(KDD2004),
          Seattle, WA, August 22-25, 2004.

          15. What's news, what's not? Associating News videos with words, ( .pdf | slides)
Pinar Duygulu and Alex Hauptmann,
The 3rd International Conference on Image and Video Retrieval (CIVR 2004),
          Ireland, July 21-23, 2004.
          also published in Lecture Notes in Computer Science, Volume 3115/2004, pp. 132-140

14. GCap: Graph-based Automatic Image Captioning, (.pdf)
          Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, and Pinar Duygulu,
          In Proceedings of the 4th International Workshop on Multimedia Data and Document Engineering (MDDE 04),
          in conjunction with Computer Vision and Pattern Recognition Conference (CVPR 2004),
          Washington DC, July 2nd 2004

          13. Comparison and combination of two novel commercial detection methods, ( .pdf )
Pinar Duygulu, Ming-yu Chen, Alex Hauptmann,
In Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME 2004),
          Taipei, Taiwan, June 27th~30th, 2004.

12. Automatic Image Captioning, ( .pdf )
Jia-yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos,
In Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME 2004),
          Taipei, Taiwan, June 27th~30th, 2004.

         11. Comparison of Feature Sets using Multimedia Translation ( .pdf )
Pinar Duygulu, Ozge Can Ozcanli, Norman Papernick
ISCIS XVIII - Eighteenth International Symposium on Computer and Information Sciences
November 3-5, 2003 , Antalya, Turkey
also published in Lecture Notes in Computer Science, Volume 2869/2003, pp. 513-520

10. Associating video frames with text ( .pdf | slides )
Pinar Duygulu and Howard Wactlar
Multimedia Information Retrieval Workshop,
          in conjuction with the 26th annual ACM SIGIR conference on Information Retrieval,
August 1, 2003, Toronto, Canada

9. The effects of segmentation and feature choice in a translation model of object recognition ( .pdf )
Kobus Barnard, Pinar Duygulu, Raghavendra Guru, Prasad Gabbur, David Forsyth
Computer Vision and Pattern Recognition (CVPR2003),
    Madison, Wisconsin, June 16-22, 2003

     8. Object Recognition as Machine Translation: Learning a lexicon for a fixed image vocabulary
         ( .ps.gz | .pdf | slides | data)
Pinar Duygulu, Kobus Barnard, Nando de Freitas, David Forsyth
European Conference on Computer Vision (ECCV2002)
          Copenhagen, Denmark, May 27 - June 2, 2002
Best paper in Cognitive Vision award
also published in Lecture Notes in computer Science, Volume 2353/2002, pp.97

7. Bayesian Models for Massive Multimedia Databases: a new frontier
Nando de Freitas, Kobus Barnard, Pinar Duygulu, David Forsyth
7th Valencia International Meeting on Bayesian Statistics/2002 ISBA International meeting
          June 2-6, 2002, Spain

     6. Clustering Art, ( .ps.gz | .pdf | demo)
Kobus Barnard, Pinar Duygulu, David Forsyth
Computer Vision and Pattern Recognition (CVPR 2001)
          December 9-14, 2001, Hawaii

5. Multi-Level Image Segmentation and Object Representation for Content Based Image Retrieval ( .ps.gz )
Pinar Duygulu, Fatos Yarman Vural
SPIE Electronic Imaging 2001, Storage and Retrieval for Media Databases,
          January 21-26 , 2001, San Jose, CA

     4. Object Based Image Retrieval Based On Multi-level Segmentation, ( .ps.gz )
Yaowu Xu, Pinar Duygulu, Eli Saber, Murat Tekalp, Fatos Yarman Vural
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2000)
          June 5-9, 2000, Istanbul, Turkey

3. Multi-level Object Description:Color or Texture, ( .ps.gz )
Pinar Duygulu, Abdurrahman Carkacioglu,Fatos Yarman Vural
First IEEE Balkan Conference on Signal Processing, Communications, Circuits, and Systems
          June 1-3, 2000, Istanbul, Turkey

2. A Hierarchical Representation of Form Documents for Identification and Retrieval ( .ps.gz )
Pinar Duygulu, Volkan Atalay
Document Recognition and Retrieval, SPIE Electronic Imaging 2000

     1. A Heuristic Algorithm For Hierarchical Representation of Form Documents ( .ps.gz )
Pinar Duygulu, Volkan Atalay, Ebru Dincel
14th Int'l Conf. Pattern Recognition (ICPR98)
Brisbane, Australia, August 1998

Refereed National Conference and Workshop papers

20. Osmanlica Belgelerde Kelime Erisimi
Damla Arifoglu, Pinar Duygulu
IEEE 19. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2011)
Antalya Turkey, April 20-22, 2011

19. Atatürk’ün El Yazmalarının İşlenmesi (in Turkish)
Talha Soysal, Hande Adiguzel, Alp Oktem, Alican Haman, Ethem Fatih Can, Pinar Duygulu, Mehmet Kalpakli
IEEE 18. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2010)
Diyarbakir, Turkey, April 24-26, 201

18. Kişi İlişkileri Kullanılarak Fotoğraflardaki Yüzlerin İsimlendirilmesi, (in Turkish) (pdf)
Muhammed Fatih Bulut, Pınar Duygulu
In Proceedings of IEEE 17. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2009)
Antalya, Turkey, April 9-11, 2009

17. Benzer Yüzlerin Bulunması, (in Turkish) (pdf)
R. Baturalp Torun, Merve Yurdakul, Pınar Duygulu
IEEE 17. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2009)
Antalya, Turkey, April 9-11, 2009

16. Laboratuar Hayvanlarının Davranışlarının Görü Tabanlı Çözümlenmesi: 3 Boyutlu Gradyan Tabanlı Bir Yaklaşım, (in Turkish) (pdf)
Selçuk Sandıkcı, Pınar Duygulu, A. Bülent Özgüler
IEEE 17. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2009)
Antalya, Turkey, April 9-11, 2009

15. Magaza Katologlarında Icerik Bazlı Resim Arama, (in Turkish) (pdf)
Mehmet Can Kurt, Sermetcan Baysal, Pelin Damcı, Gonca Aydoğdu, İlay Telmen, Pınar Duygulu
IEEE 17. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2009)
Antalya, Turkey, April 9-11, 2009

14. Resim Arama Sonuclarinin Cizge Tabanli bir Yontemle Yeniden Siralanmasi (in Turkish) (.pdf | slides)
Sare Gul Sevil, Hilal Zitouni, Nazli Ikizler, Derya Ozkan, Pinar Duygulu
IEEE 16. Sinyal İşleme, İletişim ve Uygulamaları Kurultayı (SIU 2008)
Didim, Turkey, April 20-22, 2008

13. El Yazisi Belgelerde Kelime Tabanli Arama(in Turkish)(.pdf | slides)
Ethem Fatih Can, Pinar Duygulu
IEEE 16. Sinyal İşleme, İletişim ve Uygulamaları Kurultayı (SIU 2008)
Didim, Turkey, April 20-22, 2008

12. Reklamlarin Belirlenmesi ve Takibi (in Turkish) (.pdf)
Tolga Can, Pinar Duygulu
IEEE 15. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU),
Anadolu Üniversitesi, Eskişehir, Turkey, June 11-13, 2007

11. Osmanlica kelimeleri Esleme (in Turkish) (.pdf)
Esra Ataer, Pinar Duygulu
IEEE 15. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU),
Anadolu Üniversitesi, Eskişehir, Turkey, June 11-13, 2007

10. Yuz Bulma Yontemlerinin Haber Videolari icin Sistematik Karsilastirmasi (in Turkish) (.pdf)
Can Acar, Arda Atlas, Koray Cevik, Isa Olmez, Mustafa Unlu, Derya Ozkan, Pinar Duygulu
IEEE 15. Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU),
Anadolu Üniversitesi, Eskişehir, Turkey, June 11-13, 2007

9. Değişik Psikotropik ilaçlar ile Farelerde Oluşturulan Davranış Farklılıklarının Yapay Görme Tabanlı bir Kayıt ve Analiz Sistemi ile Tanımlanması (in Turkish) (poster)
Z. Yücel, E. Esen, P. Duygulu, Y. Sara, R. Onur, A.B. Özgüler,
Türkiye 19. Ulusal Farmakoloji Kongresi, 19th National Congress of Pharmacology,
Karadeniz Teknik Üniversitesi, Trabzon, Turkey, October 24-27,2007

8. Farelerde Lokomotor Aktivite Değişimine Neden Olan İlaçların Bir Bilgisayar Yazılımı ile Ayırt Edilmesi (in Turkish) (poster)
E. Esen, Z. Yücel, Y. Sara, P. Duygulu, R. Onur, R.,
Türkiye 19. Ulusal Farmakoloji Kongresi, 19th National Congress of Pharmacology,
Karadeniz Teknik Üniversitesi, Trabzon, Turkey, October 24-27, 2008

7. Yuz ve Isim Iliskisi Kullanarak Haberlerdeki Kisilerin Bulunmasi (in Turkish), (.pdf)
Derya Ozkan, Pinar Duygulu
IEEE 14. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SIU 2006),
Antalya, Turkey, April 17-19, 2006.

6. Haber Videolarinda Nesne Tanima ve Otomatik Etiketleme (in Turkish), (.pdf)
Muhammet Bastan, Pinar Duygulu
IEEE 14. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SIU 2006),
Antalya, Turkey, April 17-19, 2006.

5. Haber Videolari icin Yuz Bulma Yontemlerinin Iyilestirilmesi (in Turkish), (.pdf)
Nazli Ikizler, Pinar Duygulu
IEEE 13. Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SIU 2005),
Kayseri, Turkey, May 16-18, 2005.

4. Aciklamali Goruntu Veritabanlari Kullanarak Nesne Tanima ve Erisimi (in Turkish) ( .pdf )
Ozge Can Ozcanli, Pinar Duygulu-Sahin, Fatos Yarman-Vural
Sinyal Isleme ve Iletisim Uygulamalari Kurultayi (SIU 2003),
Istanbul, Turkey, June 18-20, 2003

3. Iki Boyutlu Goruntulerden Uc Boyutlu Nesne Olusturulmasina Eniyileme Yaklasimi, (in Turkish)
Pinar Duygulu, Kemal Leblebicioglu, Volkan Atalay, Veysi Isler
IEEE 1999 Sinyal Isleme ve Uygulamalari Kurultayi (SIU'99), Ankara, Turkey, June 1999

2. Form Document Representation and Identification, ( .ps.gz )
Pinar Duygulu, Volkan Atalay, Ebru Dincel
The Seventh Turkish Symposium on Artificial Intelligence and Neural Networks
Ankara, Turkey, June 1998

1. A Form Document Image Parser, ( .ps.gz )
Ebru Dincel, Volkan Atalay,Pinar Duygulu
The Seventh Turkish Symposium on Artificial Intelligence and Neural Networks
Ankara, Turkey, June 1998

Technical Reports

Joint Visual-text Modeling for Multimedia Retrieval, (.pdf)
          Giridharan Iyengar, Pinar Duygulu, Shaolei Feng, Pavel Ircing, Sanjeev Khudanpur,
          Dietrich Klakow, Matthew Krause, R. Manmatha, Harriet J. Nock, Desislava Petkova, Brock Pytlik, Paola Virga
          Technical Report, CLSP Workshop, November 24, 2004.

           Logical Structure Representation Of Form Documents Based on Line Information, ( .ps.gz )
Pinar Duygulu, Volkan Atalay, Ebru Dincel
Technical Report, TR-97-6, Dept. of Comp. Eng., METU

     Invited and non-refereed papers

      8. Bilkent University at TRECVID 2007
          Selim Aksoy, Pinar Duygulu, Cem Aksoy, Ebru Aydin, Deniz Gunaydin, Kerem Hadimli, Levent Koc,
          Yunus Olgun, Can Orhan, Gorkem Yakin,
in PROceedings of the TREC Video Retrieval Evaluation (TRECVID),
          Gaithersburg, MD, November 5-6, 2007.

          7. Bilkent University at TRECVID 2006,
          S. Aksoy, P. Duygulu,G. Akcay, E. Ataer, M. Bastan, T. Can, O. Cavus, E. Dogrusoz, D. Gokalp, A. Akaydın, L. Akoglu, P. Angın, G. Cinbis, T. Gur, M. Unlu
          in Proceedings of the TREC Video Retrieval Evaluation (TRECVID), 2006

          6. Bilkent University at TRECVID 2005,
          Selim Aksoy, Akin Avci, Erman Balcik, Ozge Cavus, Pinar Duygulu, Zeynep Karaman,
          Pinar Kavak, Cihan Kaynak, Emre Kucukayvaz, Cagdas Ocalan, Pinar Yildiz
          in Proceedings of the TREC Video Retrieval Evaluation (TRECVID),
          Gaithersburg, MD, November 14-15, 2005.

          5. Bilkent University at TRECVID 2004,
          Selim Aksoy, Korhan Bircan, Selim Ciraci, Pinar Duygulu, Evren Karaca,
          Serdar Kasirga, Tarkan Sevilmis, Mustafa Sener,
          in Proceedings of the TREC Video Retrieval Evaluation (TRECVID),
          Gaithersburg, MD, November 15-16, 2004.

4. Informedia at TRECVID 2003: Analyzing and Searching Broadcast News Video (.pdf)
A. Hauptmann, D. Ng, R. Baron, M-Y. Chen, M. Christel, P. Duygulu, C. Huang, W-H Lin,
H. Wactlar, N. Moraveji, N. Papernick, C.G.M. Snoek, G. Tzanetakis, J. Yang, R. Yan, R. Jin
Proceedings of (VIDEO) TREC 2003 (Twelfth Text Retrieval Conference)
Gaithersburg, MD, November 17-21, 2003

3. Linking Visual and Textual Data on Video ( .pdf )
Pinar Duygulu, Howard Wactlar, Norman Papernick, Dorbin Ng
Workshop on Multimedia Contents in Digital Libraries , Crete, Greece, June 2-3, 2003

2. Recognition as translating images into text (.pdf)
Kobus Barnard, Pinar Duygulu, David Forsyth
Internet Imaging IX, Electronic Imaging 2003

1. Modeling the statistics of image features and associated text (.pdf)
Kobus Barnard, Pinar Duygulu, David Forsyth,
SPIE Electronic Imaging 2002, Document Recognition and Retrieval IX,
20-25 January 2002, San Jose, California, USA

   Theses

Translating images to words : A novel approach for object recognition ( .ps.gz | .pdf | abstract | slides)
PhD thesis, February 2003,
Middle East Technical University, Dept. of Computer Engineering

           Form Document Identification Based On Hierarchical Tree Representation ( abstract )
           MSc Thesis, September 1998
           Middle East Technical University, Dept. of Computer Engineering