Journal Articles

Biçer, B., B. Durmaz, S. Aras, and H. Dibeklioğlu, "DECEPTIcON: Bridging Gaps in In-the-Wild Deception Research," IEEE Transactions on Affective Computing, in press, 2025.

Gönç, K. and H. Dibeklioğlu, "Affect and Personality Aided Modeling of Transcribed Speech for Depression Severity Estimation," IEEE Transactions on Affective Computing, DOI: 10.1109/TAFFC.2025.3560476, in press, 2025.

Karimi, S. and H. Dibeklioğlu, "AdaPAC: Prototypical Anchored Contrastive Test Time Adaptation for Domain Generalization," Neurocomputing, in press, 2025.

Karimi, S. and H. Dibeklioğlu, "SATA: Style Agnostic Test time Adaptation for Domain Generalization," Image and Vision Computing,  vol.161, 105607, DOI: 10.1016/j.imavis.2025.105607, 2025.

Biçer, B. and H. Dibeklioğlu, "Automatic Deceit Detection Through Multimodal Analysis of High-Stake Court Trials," IEEE Transactions on Affective Computing, vol.15, no.1, pp.342-356, 2024.

Karimi, S. and H. Dibeklioğlu, "Uncovering and Mitigating Spurious Features in Domain Generalization," Turkish Journal of Electrical Engineering and Computer Sciences, vol.32, no.2, pp.320-337, 2024.

Mirzayev, A. and H. Dibeklioğlu, "Motion Magnification-inspired Feature Manipulation for Deepfake Detection," Turkish Journal of Electrical Engineering and Computer Sciences, vol.32, no.1, pp.166-182, 2024.

Yılmaz, S.F. , E.B. Kaynak, A. Koç, H. Dibeklioğlu, and S. Kozat, "Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance," IEEE Transactions on Neural Networks and Learning Systems, vol.34, no.1, pp.331-343, 2023.

Yin, Z., V.J. Geraedts, Z. Wang, M.F. Contarino, H. Dibeklioğlu, and J. van Gemert, "Assessment of Parkinson's Disease Severity from Videos using Deep Architecture," IEEE Journal of Biomedical and Health Informatics, vol. 26, no.3, 1164-1176, 2022.

Aslan, S., U. Güdükbay, H. Dibeklioğlu, "Multimodal Assessment of Apparent Personality using Feature Attention and Error Consistency Constraint," Image and Vision Computing, vol.110, 104163, 2021.

Giritlioğlu, D., B. Mandira, S.F. Yilmaz, C.U. Ertenli, B.F. Akgür, M. Kınıklıoğlu, A.G. Kurt, E. Mutlu, Ş.C. Gürel, and H. Dibeklioğlu, "Multimodal Analysis of Personality Traits on Videos of Self-presentation and Induced behavior," Journal on Multimodal User Interfaces, vol. 15, 337-358, 2021.

Pei, W., H. Dibeklioğlu, T. Baltrusaitis, and D.M.J. Tax, "Attended End-to-end Architecture for Age Estimation from Facial Expression Videos," IEEE Transactions on Image Processing, vol.29, pp.1972-1984, 2020.

Dibeklioğlu, H. and T. Gevers, "Automatic Estimation of Taste Liking through Facial Expression Dynamics," IEEE Transactions on Affective Computing, vol.11, no.1, pp.151-163, January-March 2020.

Tüfekçioğlu, Z., B. Bilgiç, A.E. Zeylan, A.A. Salah, H. Dibeklioğlu, M. Emre, "Do Alzheimer’s Disease Patients Appear Younger than Their Real Age?," Dementia and Geriatric Cognitive Disorders, vol. 49, no. 5, 483-488, 2020.

Li, G., H. Dibeklioğlu, S. Whiteson, and H. Hung, "Facial Feedback for Reinforcement Learning: A Case Study and Offine Analysis Using the TAMER  Framework," Autonomous Agents and Multi-Agent Systems, vol. 34, no. 22, 1-29, 2020.

Doğan, Y., S. Demirci, U. Güdükbay, and H. Dibeklioğlu, "Augmentation of Virtual Agents in Real Crowd Videos," Signal Image and Video Processing, vol.13, no.4, pp.643-650, June 2019.

Önal-Ertuğrul, I., L.A. Jeni, and H. Dibeklioğlu, "Modeling and Synthesis of Kinship Patterns of Facial Expressions," Image and Vision Computing, vol.79, pp.133-143, November 2018.

 Pei, W., H. Dibeklioğlu, D.M.J. Tax, and L. van der Maaten, "Multivariate Time Series Classification using the Hidden-Unit Logistic Model," IEEE Transactions on Neural Networks and Learning Systems, vol.29, no.4, pp.920-931, April 2018.

 Dibeklioğlu, H., Z. Hammal, and J.F. Cohn, "Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding," IEEE Journal of Biomedical and Health Informatics, vol.22, no.2, pp.525-536, March 2018.

Dibeklioğlu, H., F. Alnajar, A.A. Salah, and T. Gevers, "Combining Facial Dynamics with Appearance for Age Estimation," IEEE Transactions on Image Processing, vol.24, no.6, pp.1928-1943, March 2015.

  Dibeklioğlu, H., A.A. Salah, and T. Gevers, "Recognition of Genuine Smiles," IEEE Transactions on Multimedia, vol.17, no.3, pp.279-294, March 2015.

Dibeklioğlu, H., A.A. Salah, and T. Gevers, "A Statistical Method for 2-D Facial Landmarking," IEEE Transactions on Image Processing, vol.21, no.2, pp.844-858, February 2012.

 Dibeklioğlu, H., M.O. Hortas, I. Kosunen, P. Zuzanek, A.A. Salah, and T. Gevers, "Design and Implementation of an Affect-Responsive Interactive Photo Frame," Journal on Multimodal User Interfaces, vol.4, no.2, pp.81-95, Springer, July 2011.

Multidisiplinary Articles:

Diraman, and H. Dibeklioğlu, "Using Lipid Profiles for the Characterization of Turkish Monocultivar Olive Oils Produced by Different Systems," International Journal of Food Properties, vol.17, no.5, pp.1013-1033, 2014.

Diraman, H., E. Koru, and H. Dibeklioglu, "Fatty Acid Profile of Spirulina platensis Used as a Food Supplement," The Israeli Journal of Aquaculture-Bamidgeh, vol.61, no.2, pp.134-142, 2009.

Diraman, H. and H. Dibeklioğlu, "Characterization of Turkish Virgin Olive Oils Produced from Early Harvest Olives," Journal of the American Oil Chemists' Society, vol.86, no.7, pp.663-674, 2009.

Diraman, H. and H. Dibeklioğlu, "Chemometric Characterization and Classification of Selected Freshwater and Marine Fishes from Turkey Based on their Fatty Acid Profiles," Journal of the American Oil Chemists' Society, vol.86, no.3, pp.235-246, 2009.

Other Articles (Local Journals):

Kaynak, E.B. and H. Dibeklioğlu, "Systematic Analysis of Speech Transcription Modeling for Reliable Assessment of Depression Severity," Sakarya University Journal of Computer and Information Sciences, vol.7, no.1, pp.77-91, 2024.

Gürpınar, F., H. Kaya, S. Afshar, H. Dibeklioğlu, and A.A. Salah, "Kernel ELM based age estimation," Journal of Naval Science and Engineering, vol.11, no.3 (Eurasia Graphics Special Issue), pp.1-13, 2015.

Abstracts in Journals

Lucassen, M.P., T. Gevers, and H. Dibeklioğlu, "The Effect of Smile and Illumination Color on Age Estimation from Faces," Perception, vol.41, Abstract Supplement: European Conference on Visual Perception, p.87, 2012.

International Conferences & Workshops

Gönç, K., B. Sağlam, O. Dalmaz, T. Çukur, S. Kozat, and H. Dibeklioğlu, "User Feedback-based Online Learning for Intent Classification," Proc. ACM International Conference on Multimodal Interaction, 2023.

Tecimer, K.A., E. Tüzün, H. Dibeklioğlu, H. Erdoğmuş, "Detection and Elimination of Systematic Labeling Bias in Code Reviewer Recommendation Systems," International Conference on Evaluation and Assessment in Software Engineering(EASE), 2021.

Ngo, M., W. Wang, B. Mandira, S. Karaoğlu, H. Bouma, H. Dibeklioğlu, T. Gevers, "Identity Unbiased Deception Detection by 2D-to-3D Face Reconstruction," IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021.

Erekat, D., Z. Hammal, M. Siddiqui, and H. Dibeklioğlu, "Enforcing Multilabel Consistency for Automatic Spatio-Temporal Assessment of Shoulder Pain Intensity," ACM ICMI Workshops (Workshop Face and Gesture Analysis for Health Informatics), 2020.

Zeylan, E., A.A. Salah, H. Dibeklioglu, Z. Tüfekçioğlu, B. Bilgiç, M. Emre, "Do Alzheimer's Patients Appear Younger than Their Age? A Study with Automatic Facial Age Estimation," Proc. International Conference on Image Processing Theory, Tools and Applications (IPTA), 2019.

Savov, N., M. Ngo, S. Karaoglu, H. Dibeklioglu, T. Gevers, "Pose and Expression Robust Age Estimation via 3D Face Reconstruction from a Single Image," Proc. ICCV Workshops (International Workshop on Human Behavior Understanding), 2019.

Mandıra, B., D. Giritlioğlu, S.F. Yılmaz, C.U. Ertenli, B.F. Akgür, M. Kınıklıoğlu, A.G. Kurt, M.N. Doğanlı, E. Mutlu, Ş.C. Gürel, and H. Dibeklioglu, "Spatiotemporal and Multimodal Analysis of Personality Traits," Proc. eNTERFACE'19 Workshop on Multimodal Interfaces, pp.32-44, 2019.

Dibeklioglu, H., "Visual Transformation Aided Contrastive Learning for Video-based Kinship Verification," Proc. IEEE International Conference on Computer Vision (ICCV), pp.2459-2468, 2017.

Onal Ertugrul, I. and H. Dibeklioglu, "What will Your Future Child Look Like? Modeling and Synthesis of Hereditary Patterns of Facial Dynamics," Proc. IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp.33-40, 2017.

Li, G., H. Dibeklioglu, S. Whiteson, and H. Hung, "Towards Learning from Implicit Human Reward ," Proc. International Conference on Autonomous Agents and Multiagent Systems, 2016.

Gurpinar, F., H. Kaya, H. Dibeklioglu, and A.A. Salah, "Kernel ELM and CNN based Facial Age Estimation," Proc. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp.80-86, 2016.

Zulfikar, I.E., H. Dibeklioglu, and H.K. Ekenel, "A Preliminary Study on Visual Estimation of Taste Appreciation," Proc. IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2016.

Dibeklioglu, H., Z. Hammal, Y. Yang, and J.F. Cohn, "Multimodal Detection of Depression in Clinical Interviews," Proc. ACM International Conference on Multimodal Interaction, 2015. 

Dibeklioglu, H., A.A. Salah, F. Gürpınar, "Measurement of Facial Dynamics for Soft Biometrics," In Face and Facial Expression Recognition from Real World Videos (2014), Lecture Notes in Computer Science, vol.8912, pp.69-84, 2015.

Dibeklioglu, H., T. Gevers, M. Lucassen, A.A. Salah, "The Role of Color and Contrast in Facial Age Estimation," In HBU'14, Lecture Notes in Computer Science, vol.8749, pp.52-61, 2014.

Guo, Y., H. Dibeklioglu, L. van der Maaten, "Graph-Based Kinship Recognition," Proc. International Conference on Pattern Recognition (ICPR), pp.4287-4292, Stockholm, Sweeden, 2014.
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Zhang, L., H. Dibeklioglu, L. van der Maaten, "Speeding Up Tracking by Ignoring Features," Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp.1266-1273, Columbus, USA, 2014.
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Zhang, L., Dibeklioglu, H., and L. van der Maaten, "On Fast Trackers that are Robust to Partial Occlusions," CVPR Workshop on Long-term Detection and Tracking, 2014. [Recipient of best presentation award]

Dibeklioglu, H., A.A. Salah, and T. Gevers, "Like Father, Like Son: Facial Expression Dynamics for Kinship Verification," Proc. International Conference on Computer Vision (ICCV), pp.1497-1504, Sydney, Australia, 2013.
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Dibeklioglu, H., A.A. Salah, and T. Gevers, "Are You Really Smiling at Me? Spontaneous versus Posed Enjoyment Smiles," Proc. European Conference on Computer Vision (ECCV), pp.525-538, Firenze, Italy, 2012.
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Dibeklioglu, H., T. Gevers, A.A. Salah, and R. Valenti, "A Smile Can Reveal Your Age: Enabling Facial Dynamics in Age Estimation," Proc. ACM International Conferance on Multimedia (ACM Multimedia), pp.209-218, Nara, Japan, 2012.
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Dibeklioglu, H., R. Valenti, A.A. Salah, and T. Gevers, "Eyes Do Not Lie: Spontaneous versus Posed Smiles," Proc. ACM International Conferance on Multimedia (ACM Multimedia), pp.703-706, Firenze, Italy, 2010.

Dibeklioglu, H., I. Kosunen, M.O. Hortas, A.A. Salah, and P. Zuzanek, "An Affect-Responsive Interactive Photo Frame," Proc. eNTERFACE'10 Workshop on Multimodal Interfaces, pp.58-67, Amsterdam, The Netherlands, 2010.
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Dibeklioglu, H., B. Gokberk, and L. Akarun, "Nasal Region-based 3D Face Recognition Under Pose and Expression Variations," Proc. IAPR/IEEE International Conferance on Biometrics (ICB), pp.309-318, Alghero, Italy, 2009.

Dibeklioglu, H., A.A. Salah, and L. Akarun, "3D Facial Landmarking Under Expression, Pose, and Occlusion Variations," Proc. IEEE International Conferance on Biometrics: Theory, Applications, and Systems (IEEE BTAS), Washington, DC, USA, 2008.
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Alyuz, N., B. Gokberk, H. Dibeklioglu, and L. Akarun, "Component-based Registration with Curvature Desciptors for Expression Insensitive 3D Face Recognition," Proc. IEEE International Conference on Automatic Face and Gesture Recognition (AFGR), Amsterdam, The Netherlands, 2008.
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Ananthakrishnan, G., H. Dibeklioglu, M. Lojka, A. Lopez, S. Perdikis, U. Saeed, A.A. Salah, D. Tzovaras, and A. Vogiannou, "Activity-related Biometric Authentication," Proc. eNTERFACE'08 Workshop on Multimodal Interfaces, pp.56-72, Orsay, France, 2008.
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Alyuz, N., B. Gokberk, H. Dibeklioglu, A. Savran, A.A. Salah, L. Akarun, and B. Sankur, "3D Face Recognition Benchmarks on the Bosphorus Database with Focus on Facial Expressions," In BIOID'08, Lecture Notes in Computer Science, vol.5372, pp.57-66, 2008.
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Savran, A., N. Alyuz, H. Dibeklioglu, O. Celiktutan, B. Gokberk, B. Sankur, and L. Akarun, "Bosphorus Database for 3D Face Analysis," In BIOID'08, Lecture Notes in Computer Science, vol.5372, pp.47-56, 2008.
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Savran, A., O. Celiktutan, A. Akyol, J. Trojanova, H. Dibeklioglu, S. Esenlik, N. Bozkurt, C. Demirkir, E. Akagunduz, K. Caliskan, N. Alyuz, B. Sankur, I. Ulusoy, L. Akarun, and T.M. Sezgin, "3D Face Recognition Performance under Adversarial Conditions," Proc. eNTERFACE'07 Workshop on Multimodal Interfaces, pp. 87-101, Istanbul, Turkey, 2007.
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Dibeklioglu, H., T.M. Sezgin, and E. Ozcan, "A Recognizer for Free-Hand Graph Drawings," International Workshop on Pen-Based Learning Technologies (PLT), Catania, Italy, 2007.
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Local Conferences

Gönç, K., B. Sağlam, S.S. Kozat, and H. Dibeklioglu, "Kinship Verification Using Facial Dynamics," Proc. IEEE Signal Processing and Communications Applications (SIU), Safranbolu, Turkey, 2022.

Dibeklioglu, H., A.A. Salah, and T. Gevers, "Kinship Verification Using Facial Dynamics," Proc. IEEE Signal Processing and Communications Applications (SIU), Trabzon, Turkey, 2014.

Dibeklioglu, H., A.A. Salah, and T. Gevers, "Age Estimation Using Facial Expression Dynamics," Proc. IEEE Signal Processing and Communications Applications (SIU), Girne, KKTC, 2013.

Dibeklioglu, H., A.A. Salah, and T. Gevers, "User Adaptation Based on Facial Expression and Motion for an Interactive Artifact," Proc. IEEE Signal Processing and Communications Applications (SIU), Fethiye, Turkey, 2012.

Dibeklioglu, H., R. Valenti, A.A. Salah, and T. Gevers, "Classification of Spontaneous and Posed Smiles," Proc. IEEE Signal Processing and Communications Applications (SIU), pp. 1165-1168, Antalya, Turkey, 2011.

Dibeklioglu, H., A.A. Salah, and T. Gevers, "Robust Landmark Localization and Tracking for Improved Facial Expression Analysis," Proc. ASCI Conference 2010, Veldhoven, The Netherlands, 2010.

Dibeklioglu, H., A.A. Salah, and T. Gevers, "Automatic Landmarking and Alignment for Facial Expression Analysis," Proc. IEEE Signal Processing and Communications Applications (SIU), pp.208-211, Diyarbakir, Turkey, 2010

Dibeklioglu, H., A.A. Salah, and L. Akarun, "Expression, Pose and Occlusion Resistant 3D Facial Landmarking," Proc. IEEE Signal Processing and Communications Applications (SIU), pp.476-479, Antalya, Turkey, 2009 (Recipient of Alper Atalay 2nd best student paper award).

Alyuz, N., H. Dibeklioglu, L. Akarun, and B. Gokberk, "Part-based Registration for Expression Resistant 3D Face Recognition," Proc. IEEE Signal Processing and Communications Applications (SIU), Aydin, Turkey, 2008.
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Dibeklioglu, H., E. Dikici, P. Santemiz, K. Balci, and L. Akarun, "Sign Language Motion Tracking and Generating 3D Motion Pieces Using 2D Features," Signal Processing and Communications Applications (SIU), Eskisehir, Turkey, 2007.
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Abstracts in Conferences & Workshops:

Barucci, M., R. Camblor, Dibeklioglu, H., G. Hotopan, M. Fernández Díaz, M. Fernández, R. Fontana, M. Flórez Igual, J. Gutiérrez Meana, A. Hadarig, W. Kouw, F. Las Heras, L. van der Maaten, C. Vázquez, and S. Verhoeye, "Terahertz Imaging for Painting Analysis," TECHNART, 2015.