A heuristic algorithm for hierarchical representation of form documents. - Pinar Duygulu; Volkan Atalay; Ebru Dincel (ICPR, 1998)

Object based image retrieval based on multi-level segmentation. - Yaowu Xu; Pinar Duygulu; Eli Saber; A. Murat Tekalp; Fatos T. Yarman-Vural (ICASSP, 2000)

Clustering Art. - Kobus Barnard; Pinar Duygulu; David A. Forsyth (CVPR (2), 2001)

Multilevel image segmentation and object representation for content-based image retrieval. - Pinar Duygulu; Fatos T. Yarman-Vural (Storage and Retrieval for Media Databases, 2001)

Modeling the statistics of image features and associated text. - Kobus Barnard; Pinar Duygulu; David A. Forsyth (Document Recognition and Retrieval, 2002)

Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary. - Pinar Duygulu; Kobus Barnard; João F. G. de Freitas; David A. Forsyth (ECCV (4), 2002)

A hierarchical representation of form documents for identification and retrieval. - Pinar Duygulu; Volkan Atalay (Int. J. Document Anal. Recognit., 2002)

The Effects of Segmentation and Feature Choice in a Translation Model of Object Recognition. - Kobus Barnard; Pinar Duygulu; Raghavendra Guru; Prasad Gabbur; David A. Forsyth (CVPR (2), 2003)

Comparison of Feature Sets Using Multimedia Translation. - Pinar Duygulu; Özge Can Özcanli; Norman Papernick (ISCIS, 2003)

Informedia at TRECVID 2003 : Analyzing and Searching Broadcast News Video. - Alexander G. Hauptmann; Robert V. Baron; Ming-Yu Chen 001; Michael G. Christel; Pinar Duygulu; C. Huang; Rong Jin 001; Wei-Hao Lin 003; Tobun D. Ng; Neema Moraveji; Norman Papernick; Cees G. M. Snoek; et al. (TRECVID, 2003)

Matching Words and Pictures. - Kobus Barnard; Pinar Duygulu; David A. Forsyth; Nando de Freitas; David M. Blei; Michael I. Jordan (J. Mach. Learn. Res., 2003)

Object-based image labeling through learning by example and multi-level segmentation. - Yaowu Xu; Pinar Duygulu; Eli Saber; A. Murat Tekalp; Fatos T. Yarman-Vural (Pattern Recognit., 2003)

Translating images to words: A novel approach for object recognition (Görüntülerden kelimelere çeviri: Nesne tanıma problemine yeni bir yaklaşım) - Pinar Duygulu Sahin (2003)

What's News, What's Not? Associating News Videos with Words. - Pinar Duygulu; Alexander G. Hauptmann (CIVR, 2004)

GCap: Graph-Based Automatic Image Captioning. - Jia-Yu Pan; Hyung-Jeong Yang; Christos Faloutsos; Pinar Duygulu (MDDE, 2004)

Comparison and combination of two novel commercial detection methods. - Pinar Duygulu; Ming-yu Chen 001; Alexander G. Hauptmann (ICME, 2004)

Automatic image captioning. - Jia-Yu Pan; Hyung-Jeong Yang; Pinar Duygulu; Christos Faloutsos (ICME, 2004)

Automatic multimedia cross-modal correlation discovery. - Jia-Yu Pan; Hyung-Jeong Yang; Christos Faloutsos; Pinar Duygulu (KDD, 2004)

Towards auto-documentary: tracking the evolution of news stories. - Pinar Duygulu; Jia-Yu Pan; David A. Forsyth (ACM Multimedia, 2004)

Bilkent University at TRECVID 2004. - Sercan Aksoy; K. Bircan; S. Çiraci; Pinar Duygulu; E. Karaca; S. Kasirga; Tarkan Sevilmis; M. Sener (TRECVID, 2004)

Person Search Made Easy. - Nazli Ikizler; Pinar Duygulu (CIVR, 2005)

Systematic Evaluation of Machine Translation Methods for Image and Video Annotation. - Paola Virga; Pinar Duygulu (CIVR, 2005)

Joint visual-text modeling for automatic retrieval of multimedia documents. - Giridharan Iyengar; Pinar Duygulu; Shaolei Feng 001; Pavel Ircing; Sanjeev Khudanpur; Dietrich Klakow; M. R. Krause; Raghavan Manmatha; Harriet J. Nock; D. Petkova; Brock Pytlik; Paola Virga (ACM Multimedia, 2005)

Bilkent University at TRECVID 2005. - Sercan Aksoy; A. Avci; Erman Balcik; Ö. Cavus; Pinar Duygulu; Z. Karaman; P. Kavak; Cihan Kaynak; E. Küçükayvaz; Huseyin Cagdas Öcalan; P. Yildiz (TRECVID, 2005)

Recognizing Objects and Scenes in News Videos. - Muhammet Bastan; Pinar Duygulu (CIVR, 2006)

Finding People Frequently Appearing in News. - Derya Ozkan; Pinar Duygulu (CIVR, 2006)

Translating Images to Words for Recognizing Objects in Large Image and Video Collections. - Pinar Duygulu; Muhammet Bastan; David A. Forsyth (Toward Category-Level Object Recognition, 2006)

A Graph Based Approach for Naming Faces in News Photos. - Derya Ozkan; Pinar Duygulu (CVPR (2), 2006)

Retrieval of Ottoman documents. - Esra Ataer; Pinar Duygulu (Multimedia Information Retrieval, 2006)

Matching ottoman words: an image retrieval approach to historical document indexing. - Esra Ataer; Pinar Duygulu (CIVR, 2007)

Human Action Recognition Using Distribution of Oriented Rectangular Patches. - Nazli Ikizler; Pinar Duygulu (Workshop on Human Motion, 2007)

Searching for repeated video sequences. - Tolga Can; Pinar Duygulu (Multimedia Information Retrieval, 2007)

Bilkent University at TRECVID 2007. - Sercan Aksoy; Pinar Duygulu; Cem Aksoy; E. Aydin; D. Günaydin; K. Hadimh; L. Koç; Y. Olgun; Cihan Orhan; G. Yakin (TRECVID, 2007)

Pose sentences: A new representation for action recognition using sequence of pose words. - Kardelen Hatun; Pinar Duygulu (ICPR, 2008)

Human action recognition with line and flow histograms. - Nazli Ikizler; Ramazan Gokberk Cinbis; Pinar Duygulu (ICPR, 2008)

Recognizing actions from still images. - Nazli Ikizler; Ramazan Gokberk Cinbis; Selen Pehlivan; Pinar Duygulu (ICPR, 2008)

Re-ranking of web image search results using a graph algorithm. - Hilal Zitouni; Sare Gul Sevil; Derya Ozkan; Pinar Duygulu (ICPR, 2008)

Tag Suggestr: Automatic Photo Tag Expansion Using Visual Information for Photo Sharing Websites. - Onur Kucuktunc; Sare Gul Sevil; A. Burak Tosun; Hilal Zitouni; Pinar Duygulu; Fazli Can (SAMT, 2008)

Combining Textual and Visual Information for Semantic Labeling of Images and Videos. - Pinar Duygulu; Muhammet Bastan; Derya Ozkan (Machine Learning Techniques for Multimedia, 2008)

3D human pose search using oriented cylinders. - Selen Pehlivan; Pinar Duygulu (ICCV Workshops, 2009)

Recognizing faces in news photographs on the web. - Hilal Zitouni; Muhammed Fatih Bulut; Pinar Duygulu (ISCIS, 2009)

Histogram of oriented rectangles: A new pose descriptor for human action recognition. - Nazli Ikizler; Pinar Duygulu (Image Vis. Comput., 2009)

Recognizing Human Actions Using Key Poses. - Sermetcan Baysal; Mehmet Can Kurt; Pinar Duygulu (ICPR, 2010)

Redif Extraction in Handwritten Ottoman Literary Texts. - Ethem Fatih Can; Pinar Duygulu; Fazli Can; Mehmet Kalpakli (ICPR, 2010)

Automatic tag expansion using visual similarity for photo sharing websites. - Sare Gul Sevil; Onur Kucuktunc; Pinar Duygulu; Fazli Can (Multim. Tools Appl., 2010)

Interesting faces: A graph-based approach for finding people in news. - Derya Ozkan; Pinar Duygulu (Pattern Recognit., 2010)

Automatic Categorization of Ottoman Literary Texts by Poet and Time Period. - Ethem Fatih Can; Fazli Can; Pinar Duygulu; Mehmet Kalpakli (ISCIS, 2011)

A new pose-based representation for recognizing actions from multiple cameras. - Selen Pehlivan; Pinar Duygulu (Comput. Vis. Image Underst., 2011)

Multimedia translation for linking visual data to semantics in videos. - Pinar Duygulu; Muhammet Bastan (Mach. Vis. Appl., 2011)

A line-based representation for matching words in historical manuscripts. - Ethem Fatih Can; Pinar Duygulu (Pattern Recognit. Lett., 2011)

Identification of Illustrators. - Fadime Sener; Nermin Samet; Pinar Duygulu Sahin (ECCV Workshops (1), 2012)

A Hybrid for Line Segmentation in Handwritten Documents. - Hande Adiguzel; Emre Sahin; Pinar Duygulu (ICFHR, 2012)

Line segmentation of Ottoman documents. - Hande Adiguzel; Pinar Duygulu Sahin; Mehmet Kalpakli (SIU, 2012)

A discussion on homography between stationary multi-camera systems and the soccer field model. - Sermetcan Baysal; Pinar Duygulu; Ceren Kayalar (SIU, 2012)

Affordance prediction of hand tools using interactive perception. - Yigit Çaliskan; Pinar Duygulu; Erol Sahin (SIU, 2012)

OTAP ottoman archives internet interface. - Emre Sahin; Hande Adiguzel; Pinar Duygulu; Mehmet Kalpakli (SIU, 2012)

Multiple instance learning for re-ranking of web image search results. - Fadime Sener; Nazli Ikizler-Cinbis; Pinar Duygulu Sahin (SIU, 2012)

MUCKE Participation at Retrieving Diverse Social Images Task of MediaEval 2013. - Anil Armagan; Adrian Popescu 001; Pinar Duygulu (MediaEval, 2013)

Knives are picked before slices are cut: recognition through activity sequence analysis. - Ahmet Iscen; Pinar Duygulu (CEA@ACM Multimedia, 2013)

Action recognition in a high-dimensional feature space. - Hande Adiguzel; Hayrettin Erdem; Hakan Ferhatosmanoglu; Pinar Duygulu (SIU, 2013)

Scene classification with random forests and object and color distributions. - Ahmet Iscen; Eren Golge; Anil Armagan; Pinar Duygulu (SIU, 2013)

Recognizing human actions from noisy videos via multiple instance learning. - Fadime Sener; Nermin Samet; Pinar Duygulu; Nazli Ikizler-Cinbis (SIU, 2013)

Labeling of Faces in Personal Photo Albums. - Emre Sener; Utku Can Yucel; Sercan Aksoy; Ibrahim Buyukgebiz; Burak Uzun; Pinar Duygulu (SIU, 2013)

Rectifying Self Organizing Maps for Automatic Concept Learning from Web Images. - Eren Golge; Pinar Duygulu (CoRR, 2013)

A line based pose representation for human action recognition. - Sermetcan Baysal; Pinar Duygulu (Signal Process. Image Commun., 2013)

What Is Usual in Unusual Videos? Trajectory Snippet Histograms for Discovering Unusualness. - Ahmet Iscen; Anil Armagan; Pinar Duygulu (CVPR Workshops, 2014)

ConceptMap: Mining Noisy Web Data for Concept Learning. - Eren Golge; Pinar Duygulu (ECCV (7), 2014)

Snippet Based Trajectory Statistics Histograms for Assistive Technologies. - Ahmet Iscen; Yijie Wang; Pinar Duygulu; Alexander G. Hauptmann (ECCV Workshops (4), 2014)

Bilkent-RETINA at Retrieving Diverse Social Images Task of MediaEval 2014. - Mustafa Ilker Sarac; Pinar Duygulu (MediaEval, 2014)

Informedia @ TRECVID 2014. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Zhenzhong Lan; Shicheng Xu; Xiaojun Chang; Xuanchong Li; Zexi Mao; Chuang Gan 001; Yajie Miao; Xingzhong Du; Yang Cai 002; et al. (TRECVID, 2014)

ConceptVision: A Flexible Scene Classification Framework. - Ahmet Iscen; Eren Golge; Pinar Duygulu (CoRR, 2014)

FAME: Face Association through Model Evolution. - Eren Golge; Pinar Duygulu (CVPR Workshops, 2015)

ConceptFusion: A Flexible Scene Classification Framework. - Mustafa Ilker Sarac; Ahmet Iscen; Eren Golge; Pinar Duygulu (ECIR, 2015)

CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Zhenzhong Lan; Shicheng Xu; Xiaojun Chang; Xuanchong Li; Zexi Mao; Chuang Gan 001; Yajie Miao; Xingzhong Du; Yang Cai 002; et al. (TRECVID, 2015)

Matching Islamic patterns in Kufic images. - Damla Arifoglu; Emre Sahin; Hande Adiguzel; Pinar Duygulu; Mehmet Kalpakli (Pattern Anal. Appl., 2015)

Classifying fonts and calligraphy styles using complex wavelet transform. - Alican Bozkurt; Pinar Duygulu; A. Enis Çetin (Signal Image Video Process., 2015)

Image-based facial expression detection. - Funda Akyol; Pinar Duygulu Sahin (SIU, 2016)

Rock-paper-scissors game against computer. - Nihat Tekeli; Burçin Buket Ogul; Pinar Duygulu (SIU, 2016)

Turkish sign language recognition application using Motion History Image. - Ozge Yalcinkaya; Anil Atvar; Pinar Duygulu (SIU, 2016)

Smart computing for large scale visual data sensing and processing. - Lei Zhang 006; Pinar Duygulu; Wangmeng Zuo; Shiguang Shan; Alexander G. Hauptmann (Neurocomputing, 2016)

Cross-document word matching for segmentation and retrieval of Ottoman divans. - Pinar Duygulu; Damla Arifoglu; Mehmet Kalpakli (Pattern Anal. Appl., 2016)

Sentioscope: A Soccer Player Tracking System Using Model Field Particles. - Sermetcan Baysal; Pinar Duygulu (IEEE Trans. Circuits Syst. Video Technol., 2016)

DRAW: Deep Networks for Recognizing Styles of Artists Who Illustrate Children's Books. - Samet Hicsonmez; Nermin Samet; Fadime Sener; Pinar Duygulu (ICMR, 2017)

Recognition of tennis actions using a depth camera. - Bilal Ozturk; Pinar Duygulu Sahin (SIU, 2017)

Could we create a training set for image captioning using automatic translation? - Nermin Samet; Samet Hicsonmez; Pinar Duygulu; Emre Akbas (SIU, 2017)

Action recognition with prototypes. - Ozge Yalcinkaya; Pinar Duygulu (SIU, 2017)

Who draw this? Caricaturist recognition using convolutional neural networks. - Samet Hicsonmez; Nermin Samet; Emre Akbas; Pinar Duygulu (SIU, 2018)

Wildest Faces: Face Detection and Recognition in Violent Settings. - Mehmet Kerim Yucel; Yunus Can Bilge; Oguzhan Oguz; Nazli Ikizler-Cinbis; Pinar Duygulu; Ramazan Gokberk Cinbis (CoRR, 2018)

Ranking Robot-Assisted Surgery Skills Using Kinematic Sensors. - Burçin Buket Ogul; Matthias Gilgien; Pinar Duygulu Sahin (AmI, 2019)

Learning Semantic Concepts from Weakly Labeled Data. - Samet Hiçsönmez; Iman Rezazadeh; Damla Unal; Didem Yaniktepe; Pinar Duygulu (SIU, 2019)

A Deep Dive into Adversarial Robustness in Zero-Shot Learning. - Mehmet Kerim Yucel; Ramazan Gokberk Cinbis; Pinar Duygulu (ECCV Workshops (1), 2020)

GANILLA: Generative adversarial networks for image to illustration translation. - Samet Hicsonmez; Nermin Samet; Emre Akbas; Pinar Duygulu (Image Vis. Comput., 2020)

I-ME: iterative model evolution for learning from weakly labeled images and videos. - Ozge Yalcinkaya; Eren Golge; Pinar Duygulu (Mach. Vis. Appl., 2020)

Adversarial Segmentation Loss For Sketch Colorization. - Samet Hicsonmez; Nermin Samet; Emre Akbas; Pinar Duygulu (ICIP, 2021)

Red Carpet to Fight Club: Partially-supervised Domain Transfer for Face Recognition in Violent Videos. - Yunus Can Bilge; Mehmet Kerim Yücel; Ramazan Gokberk Cinbis; Nazli Ikizler-Cinbis; Pinar Duygulu (WACV, 2021)

How robust are discriminatively trained zero-shot learning models? - Mehmet Kerim Yucel; Ramazan Gokberk Cinbis; Pinar Duygulu (Image Vis. Comput., 2022)

HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness. - Mehmet Kerim Yucel; Ramazan Gokberk Cinbis; Pinar Duygulu (ICCV, 2023)

Alignment of Image-Text and Video-Text Datasets. - Yunus Emre Özköse; Zeynep Gökce; Pinar Duygulu (SIU, 2023)

Improving Sketch Colorization using Adversarial Segmentation Consistency. - Samet Hicsonmez; Nermin Samet; Emre Akbas; Pinar Duygulu (CoRR, 2023)

Multi-task learning for gland segmentation. - Iman Rezazadeh; Pinar Duygulu (Signal Image Video Process., 2023)

Learning actionness from action/background discrimination. - Ozge Yalcinkaya Simsek; Olga Russakovsky; Pinar Duygulu (Signal Image Video Process., 2023)

Automatic Data Augmentation for Cooking Videos. - Yunus Emre Özköse; Pinar Duygulu (SIU, 2024)

Comparison of Different Approaches to Patent Search. - Bugra Simsek; Onur Demirel; Ali Kemal Tamkoç; Behiç Kilinçkaya; Özcan Somuncu; Pinar Duygulu Sahin (SIU, 2024)

WAIT: Feature warping for animation to illustration video translation using GANs. - Samet Hicsonmez; Nermin Samet; Fidan Samet; Oguz Bakir; Emre Akbas; Pinar Duygulu (Neurocomputing, 2025)