Yayınlar (MEDIALAB)

Journal Papers

• Balcı, K., A.A. Salah, "Automatic classification of player complaints in social games," IEEE Transactions on Computational Intelligence and AI in Games, accepted for publication.
• Balcı, K., A.A. Salah, "Automatic analysis and identification of verbal aggression and abusive behaviors for online social games," Computers in Human Behavior, vol.53, pp.517-526, 2015.
• Varol, G., A.A. Salah, "Extreme Learning Machine for Large-Scale Action Recognition on Temporally Untrimmed Videos", Expert Systems With Applications 42, pp.8274-8282, DOI: 10.1016/j.eswa.2015.06.013, 2015.
• Kaya, H., A.A. Salah, "Combining Modality-Specific Extreme Learning Machines for Emotion Recognition in the Wild", Journal on Multimodal User Interfaces, DOI: 10.1007/s12193-015-0175-6, 2015.
• Vinciarelli, A., A. Esposito, E. André, F. Bonin, M. Chetouani, J.F. Cohn, M. Cristani, F. Fuhrmann, E. Gilmartin, Z. Hammal, D. Heylen, R. Kaiser, M. Koutsombogera, A. Potamianos, S. Renals, G. Riccardi, A.A. Salah, "Open Challenges in Modeling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions," Cognitive Computation, vol.7, issue 4, pp. 397-413, DOI: 10.1007/s12559-015-9326-z, 2015.
• Dibeklioğlu, H., F. Alnajar, A.A. Salah, Th. Gevers, "Combining Facial Dynamics with Appearance for Age Estimation," IEEE Transactions on Image Processing, vol.24, no.6, pp.1928-1943, 2015.
• Dibeklioğlu, H., A.A. Salah, Th. Gevers, "Recognition of Genuine Smiles," IEEE Transactions on Multimedia, vol.17, no.3, pp.279-294, 2015.
• Kaya, H., T. Özkaptan, A.A. Salah, S.F. Gürgen, "Random Discriminative Projection based Feature Selection for Computational Paralinguistics," IEEE Signal Processing Letters, vol.22, no.6, pp.671-675, 2015.
• Aslantas, G., F. Gürgen, A.A. Salah, "GA-NN Approach for ECG feature selection in rule based arrythmia classification", Neural Network World, vol.3, no.14, pp.267-283, 2014.
• Akdag Salah, A.A., L. Manovich, A.A. Salah and J. Chow, "Combining Cultural Analytics and Networks Analysis: Studying a Social Network Site with User-Generated Content," Journal of Broadcasting and Electronic Media, Volume 57, Issue 3, pp. 409-426, 2013. The high resolution images can be downloaded here: 1, 2, 3.
• Akdag Salah, A., A.A. Salah, "Flow of Innovation in deviantArt: Following Artists on an Online Social Network Site," Mind and Society, Volume 12, Issue 1, pp. 137-149, 2013.
• Yucel, Z., A.A. Salah, C. Mericli, T. Mericli, R. Valenti, Th. Gevers, "Joint Attention by Gaze Interpolation and Saliency," IEEE Transactions on Cybernetics, Vol.43(3), pp.829-842, 2013. Data and ground truth annotations are here.
• Akdag Salah, A., A.A. Salah, B. Buter, N. Dijkshoorn, D. Modolo, Q. Nguyen, S. van Noort, B. van de Poel, "DeviantArt in Spotlight: A Network of Artists," Leonardo, Vol. 45, No. 5, 2012.
• Dibeklioğlu, H., A.A. Salah, Th. Gevers, "A Statistical Method for 2D Facial Landmarking," IEEE Transactions on Image Processing, 21(2), 844-858, 2012.
• Buter, B., N. Dijkshoorn, D. Modolo, Q. Nguyen, S. van Noort, B. van de Poel, A.A. Akdağ Salah, A.A. Salah, "Explorative visualization and analysis of a social network for arts: The case of deviantArt ", Journal of Convergence, vol.2, no.2, pp.87-94, 2011.
• Dibeklioğlu, H., M. Ortega Hortas, I. Kosunen, P. Zuzanek, A.A. Salah, Th. Gevers, "Design and Implementation of an Affect-Responsive Interactive Photo Frame," Journal on Multimodal User Interfaces, vol.4, no.2, pp.81-95, 2011.
• Poh, N., Chan, C.H., Kittler, J., Marcel, S., Mc Cool, C., Argones Rua, E., Alba Castro, J.L., Villegas, M., Paredes, R., Struc, V., Pavesic, N., Salah, A.A., Fang, H., Costen, N., "An Evaluation of Video-to-Video Face Verification," IEEE Trans. Information Forensics and Security, vol. 5, no. 4, 781-801, 2010.
• Salah, A.A., E. Pauwels, R. Tavenard, Th. Gevers, "T-Patterns Revisited: Mining for Temporal Patterns in Sensor Data," Sensors 2010, 10(8), 7496-7513; doi:10.3390/s100807496
• Poh, N., T. Bourlai, J. Kittler, L. Allano, F. Alonso, O. Ambekar, J. Baker, B. Dorizzi, O. Fatukasi, J. Fierrez, H. Ganster, J.-O. Garcia, D. Maurer, A.A. Salah, T. Scheidat, C. Vielhauer, "Benchmarking Quality-Dependent and Cost-sensitive Multimodal Biometric Fusion Algorithms," IEEE Trans. Information Forensics and Security, vol. 4, no. 4, 849-866, 2009.
• Salah, A.A., R. Morros, J. Luque, C. Segura, J. Hernando, O. Ambekar, B. Schouten, E.J. Pauwels, "Multimodal identification and localization of users in a smart environment," Journal on Multimodal User Interfaces, vol 2, no 2, pp-72-91, 2008.
• Akdağ Salah, A.A., A.A. Salah, "Technoscience Art: A Bridge between Neuroesthetics and Art History?," Review of General Psychology, vol 12(2), pp.147-158, 2008.
• Salah, A.A., N. Alyüz, L. Akarun, "Registration of 3D Face Scans with Average Face Models", Journal of Electronic Imaging, Vol. 17, 011006, 2008. doi:10.1117/1.2896291.
• Salah, A.A., H. Çinar, L. Akarun, B. Sankur, "Robust Facial Landmarking for Registration", Annals of Telecommunications, vol.62, no.1-2, pp.1608-1633, 2007.
• Salah, A.A., E. Alpaydın, L. Akarun, "A Selective Attention Based Method for Visual Pattern Recognition with Application to Handwritten Digit Recognition and Face Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, Vol.24, No.3, pp. 420-425, March 2002.

Editorial

• Salah, A.A., H. Hung, O. Aran, H. Gunes and M. Turk, Behavior Understanding for Arts and Entertainment, ACM Transactions on Interactive Intelligent Systems, Vol. 5, No. 3, 2015.
• Salah, A.A., H. Hung, O. Aran, H. Gunes and M. Turk, Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment, ACM Transactions on Interactive Intelligent Systems, Vol. 5, No. 2, June 2015.
• Salah, A.A., P.-Y. Oudeyer, Ç. Mericli, J. Ruiz-del-Solar, "Behavior Understanding and Developmental Robotics," IEEE Trans. Autonomous Mental Development, vol.6, no.2, June 2014.
• Salah, A.A., B.A.M. Schouten, S. Göbel, B. Arnrich, "Playful Interactions and Serious Games," Journal of Ambient Intelligence and Smart Environments, Vol 6, No 3, pp. 259-262, May 2014.
• Salah, A.A., B. Lepri, A. Pentland, J. Canny, "Understanding and Changing Behavior", IEEE Pervasive Computing, vol 12, no 3, pp.18-20, July-Sept. 2013.
• Salah, A.A., Th. Gevers, A. Vinciarelli, "Introduction to the Affect-Based Human Behavior Understanding Special Issue, IEEE Trans. Affective Computing, Vol.2, No.2, 64-65, 2011.
• Salah, A.A., Th. Gevers, N. Sebe, A. Vinciarelli, "Computer vision for ambient intelligence," Journal of Ambient Intelligence and Smart Environments, Vol.3, No.3, 187-191, 2011.
• Salah, A.A., T. Dutoit, "Enriching the user experience with multimodal interfaces", Journal on Multimodal User Interfaces, vol.4, no.2, pp.59-60, 2011.

Edited Books

• Salah, A.A., B.J. Kröse, D.J. Cook, "Human Behavior Understanding," Proceedings Sixth Int. Workshop, HBU 2015, Osaka, Japan, September 8, 2015, LNCS 9277, Springer International Publishing, Switzerland.
• Salah, A.A., Y. Tonta, A.A. Akdag Salah, C. Sugimoto, U. Al (Eds.), Proceedings of ISSI 2015 Istanbul: 15th International Society of Scientometrics and Informetrics Conference, Istanbul, Turkey, 29 June to 3 July, 2015, Boğaziçi University Printhouse.
• Salah, A.A., J.F. Cohn, B. Schuller, O. Aran, L.-P. Morency, P.R. Cohen (Eds.), Proceedings of the 16th International Conference on Multimodal Interaction, ICMI 2014, Istanbul, Turkey, November 12-16, 2014, ACM.
• Park, H.S., A.A. Salah, Y.J. Lee, L.-P. Morency, Y. Sheikh, R. Cucchiara, "Human Behavior Understanding," Proceedings Fifth Int. Workshop, HBU 2014, Zürich, Switzerland, September 12, 2014, LNCS 8749, Springer International Publishing, Switzerland.
• Salah, A.A., H. Hung, O. Aran, H. Gunes, "Human Behavior Understanding," Proceedings Fourth Int. Workshop, HBU 2013, Barcelona, Spain, October 22, 2013, LNCS 8212, Springer International Publishing, Switzerland.
• Augusto, J.C., R. Wichert, R. Collier, D. Keyson, A.A. Salah, A.-H. Tan, "Ambient Intelligence," Proceedings Fourth Int. Joint Conference, AmI 2013, Dublin, December 3-5, 2013, LNCS 8309, Springer Verlag.
• Salah, A.A., J. Ruiz-del-Solar, C. Mericli, P.-Y. Oudeyer, "Human Behavior Understanding," Proceedings Third Int. Workshop, HBU 2012, Algarve, Portugal, October 7, 2012, LNCS 7559, Springer Verlag, Berlin Heidelberg.
• Salah, A.A., B. Lepri, "Human Behavior Understanding," Proceedings Second Int. Workshop, HBU 2011, Amsterdam, The Netherlands, November 16, 2011, LNCS 7065, Springer Verlag, Berlin Heidelberg.
• Salah, A.A., Th. Gevers, Computer Analysis of Human Behavior, Springer Verlag, 2011.
• Salah, A.A., Th. Gevers, Proceedings of the eNTERFACE'10 Summer Workshop on Multimodal Interfaces, University of Amsterdam, 2010.
• Salah, A.A., Th. Gevers, N. Sebe, A. Vinciarelli, "Human Behavior Understanding," Proceedings First Int. Workshop, HBU 2010, Istanbul, Turkey, August 22, 2010, LNCS 6219, Springer Verlag, Berlin Heidelberg.

Book Chapters

• Salah, A.A., B.J. Kröse, D.J. Cook, "Behavior Analysis for Elderly," in A.A. Salah, B.J. Kröse, D.J. Cook (Eds.): HBU 2015, LNCS 9277, pp. 1–10, Springer International Publishing Switzerland, 2015.
• Dibeklioğlu, H., A.A. Salah, F. Gürpınar, "Measurement of Facial Dynamics for Soft Biometrics." in Q. Ji et al., Face and Facial Expression Recognition from Real World Videos, pp.69-84, Springer International Publishing, 2015.
• Salah, A.A., H. Hung, O. Aran, H. Gunes, "Creative applications of human behavior understanding", HBU 2013, LNCS 8212, pp.1-14, Springer Verlag, Berlin Heidelberg.
• Salah, A.A., J. Ruiz-del-Solar, C. Mericli, P.-Y. Oudeyer, "Human Behavior Understanding for Robotics", HBU 2012, LNCS 7559, Springer Verlag, Berlin Heidelberg.
• Lepri, B., A.A. Salah, F. Pianesi and A.S. Pentland, "Human Behavior Understanding for Inducing Behavioral Change: Social and Theoretical Aspects," in R. Wichert, K. van Laerhoven, J. Gelissen (eds.) AmI 2011 Workshops, CCIS 277, pp.252-263, 2012.
• Schouten, B.A.M., A.A. Salah, R. van Kranenburgh, "Behavioural Biometrics and Human Identity," in E. Mordini, D. Tzovaras (eds.), Second Generation Biometrics: The Ethical, Legal and Social Context, The International Library of Ethics, Law and Technology, Vol. 11, Part 3, pp. 195-214, DOI 10.1007/978-94-007-3892-8_9, Springer Science+Business Media B.V., 2012.
• Salah, A.A., B. Lepri, F. Pianesi, A. Pentland, "Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives", HBU 2011, LNCS 7065, 1-15, 2011.
• Salah, A.A., N. Sebe, Th. Gevers, "Communication and automatic interpretation of affect from facial expressions," in D. Gökçay & G. Yıldırım (eds.), Affective Computing and Interaction: Psychological, Cognitive and Neuroscientific Perspectives, Chap. 8, IGI Global, pp.157-183, 2010.
• Salah, A.A., Th. Gevers, N. Sebe, A. Vinciarelli, "Challenges of human behavior understanding," HBU 2010, LNCS 6219, 1-12, 2010.
• Salah, A.A., "Machine Learning for Biometrics," E. Soria, J.D. Martin, M.Martinez, R. Magdalena, A.J. Serrano (eds.), Handbook of Research on Machine Learning Applications, 2009.
• Archer, C., M. Hochstenbach, K. Hoede, G. Meinsma, H. Meijer, A.A. Salah, C. Stolk, T. Swist, J. Zyprych, "Neural spike sorting with spatio-temporal features", in O. Bokhove, J. Hurink, G. Meinsma, C. Stolk, M. Vellekoop (eds.) "Proceedings of the Sixty-third European Study Group Mathematics with Industry", pp.21-46, Enschede, 2008.
• Gökberk, B., A.A. Salah, N. Alyüz, L. Akarun, "3D Face Recognition: Technology and Applications," M. Tistarelli, S.Z. Li, R. Chellappa (eds.) Handbook of Remote Biometrics for Surveillance and Security, Springer-Verlag, London, 2009.
• Salah, A.A., "Perceptual Fusion in Humans and Machines" in O. Tanrıdağ (ed.), "Cognitive Neuroscience at Marmaris - An Interdisciplinary Book on Selected Themes From The Previous Meetings 2005-2007," Pharmapublication Planning, Istanbul, 2008.
• Gökberk, B., A.A. Salah, L. Akarun, R. Etheve, D. Riccio, J.-L. Dugelay, "3D Face Recognition" in D. Petrovska-Delacretaz, G. Chollet, B. Dorizzi (eds.), Guide to Biometric Reference Systems and Performance Evaluation, Springer-Verlag, London, 2008.
• Tistarelli, M., M. Bicego, J.L. Alba-Castro, D. Gonzalez-Jimenez, A. Mellakh, A.A. Salah, D. Petrovska-Delacretaz, B. Dorizzi, "2D Face Recognition" in D. Petrovska-Delacretaz, G. Chollet, B. Dorizzi (eds.), Guide to Biometric Reference Systems and Performance Evaluation, Springer-Verlag, London, 2008.

International Conference and Workshop Papers

• Gürpınar, F., H. Kaya, S. Afshar, H. Dibeklioğlu, A.A. Salah, “Kernel ELM based age estimation,” Int. Conf. on Computer Graphics, Animation and Gaming Technologies (Eurasia Graphics), Istanbul, November 2015.
• Kaya, H., F. Gürpınar, S. Afshar, A.A. Salah, "Contrasting and Combining Least Squares Based Learners for Emotion Recognition in the Wild," ICMI, Seattle, November 2015.
• Aydın Oktay, E., K. Balcı, A.A. Salah, "Automatic assessment of dimensional affective content in Turkish multi-party chat messages," Int. Workshop on Emotion Representations and Modelling for Companion Systems (ERM4CT), Seattle, November 2015.
• Lyakso, E., O. Frolova, E. Dmitrieva, A. Grigorev, H. Kaya, A. Salah, A. Karpov. EmoChildRu: Emotional Child Russian Speech Corpus. In Proc. International Conference on Speech and Computer SPECOM-2015, Athens, Greece, Springer LNAI 9319, pp. 134-141, 2015.
• Kaya, H., A. Karpov, A.A. Salah, "Fisher Vectors with Cascaded Normalization for Paralinguistic Analysis," INTERSPEECH, Dresden, 2015. (Winner of the Computational Paralinguistics Challenge - Eating Condition Subchallenge)
• Gündoğdu, D., Ö.D. Incel, A.A. Salah, B. Lepri, "Social event detection in aggregated mobile phone data using Markov modulated Poisson process," Int. Conf. on Computational Social Science, Helsinki, June 8-11, 2015.
• Sartori, A., B. Şenyazar, A.A. Akdag Salah, N. Sebe, A.A. Salah, "Emotions in Abstract Art: Does Texture Matter?," 18th Int. Conf. on Image Analysis and Processing (ICIAP), Genova, September 7-11, 2015.
• Sartori, A., Y. Yan, G. Ozbal, A.A. Akdag Salah, A.A. Salah, N. Sebe, "Looking at Mondrian's Victory Boogie-Woogie: What do I feel?," in Q. Yang, M. Wooldridge (eds.) Proc. of the 24th Int. Joint Conf. on Artificial Intelligence (IJCAI), pp. 2503-2509, AAAI Press, Buenos Aires, July 25-31, 2015.
• Kaya, H., A.A. Salah, "Combining Modality-Specific Extreme Learning Machines for Emotion Recognition in the Wild," 16th ACM ICMI, pp 487-493, 2014.
• Salah, A.A., "Natural Multimodal Interaction with a Social Robot: What are the Premises?," Proc. of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges, Istanbul, November 2014.
• Kaya, H., A.A. Salah, "Eyes Whisper Depression: A CCA Based Multimodal Approach," ACM Multimedia, Orlando, November 3-7, 2014.
• Kaya, H., F. Çilli, A.A. Salah, "Ensemble CCA for Continuous Emotion Prediction," The 4th Int. Audio/Visual Emotion Challenge and Workshop (AVEC), Orlando, November 7, 2014.
• Kaya, H., T. Özkaptan, A.A. Salah, S.F. Gürgen, "Canonical Correlation Analysis and Local Fisher Discriminant Analysis based Multi-View Acoustic Feature Reduction for Physical Load Prediction," INTERSPEECH, Singapore, September 14-18, 2014. (Winner of the Computational Paralinguistics Challenge - Physical Load Subchallenge)
• Demiröz, B.E., A.A. Salah, L. Akarun, "Coupling Fall Detection and Tracking in Omnidirectional Cameras," 5th Int. Workshop on Human Behavior Understanding (HBU@ECCV), Zürich, September 12, 2014
• Dibeklioğlu, H., T. Gevers, M. Lucassen, A.A. Salah, "The Role of Color and Contrast in Facial Age Estimation," 5th Int. Workshop on Human Behavior Understanding (HBU@ECCV), Zürich, September 12, 2014
• Güneysu, A., D. Siyli, A.A. Salah, " Auto-Evaluation of Motion Imitation in a Child-Robot Imitation Game for Upper Arm Rehabilitation," IEEE International Symposium on Robot and Human Interactive Communication, Edinburgh, August 25-29, 2014.
• Kocberber, C., A.A. Salah, "Video Retargeting: Video Saliency and Optical Flow Based Hybrid Approach," 3rd Workshop on Intelligent Cinematography and Editing (at AAAI), Quebec City, July 27, 2014.
• Kaya, H., F. Eyben, A.A. Salah, B.W. Schuller, "CCA Based Feature Selection with Application to Continuous Depression Recognition from Acoustic Speech Features," Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Florence, 4-9 May, 2014.
• Dibeklioğlu, H., A.A. Salah, Th. Gevers, "Like Father, Like Son: Facial Expression Dynamics for Kinship Verification," Int. Conf. on Computer Vision (ICCV), Sydney, 3-6 December 2013.
• Derman, E., Y.K. Gecici, A.A. Salah, "Short Term Face Recognition for Automatic Teller Machine (ATM) Users," Int. Conf. on Electronics, Computer and Computation (ICECCO), Ankara, 2013.
• Görer, B., A.A. Salah, L. Akın, "A Robotic Fitness Coach for The Elderly", Int. Joint Conference on Ambient Intelligence, Dublin, 2013.
• Kaya, H., A.M. Erçetin, A.A. Salah, S. F. Gürgen, "Random Forests for Laughter Detection", 1st Workshop on Affective Social Speech Signals, Grenoble, 22-23 August 2013.
• Işıkdoğan, F., A.A. Salah, "Affine invariant salient patch descriptors for image retrieval," International Workshop on Image and Audio Analysis for Multimedia Interactive Services (WIA2MIS), Paris, July 2013.
• Balci, K., A.A. Salah, "Player profiling and offender classification from player complaints in online social games", Workshop on Design and Evaluation of Sociability in Online Games at CHI, Paris, 2013.
• Akdag Salah, A.A., A. Scharnhorst, O. ten Bosch, P. Doorn, L. Manovich, A.A. Salah and J. Chow, "Significance of Visual Interfaces in Institutional and User-Generated Databases with Category Structures," 5th International Workshop on Personalized Access to Cultural Heritage (PATCH 2012), Nara, 2012
• Dibeklioğlu, H., Th. Gevers, A.A. Salah, R. Valenti, "A smile can reveal your age: Enabling facial dynamics in age estimation," ACM Multimedia, Nara, 2012.
• Dibeklioğlu, H., A.A. Salah, Th. Gevers, "Are You Really Smiling at Me? Spontaneous versus Posed Enjoyment Smiles," in A. Fitzgibbon et al. (Eds.): ECCV 2012, Part III, LNCS 7574, pp. 526–539, Firenze, 2012.
• Akdag Salah, A.A., A.A. Salah, J. Douglass, L. Manovich, "Exploring Originality in User-Generated Content with Network and Image Analysis Tools," Digital Humanities, Hamburg, 2012.
• Tomlinson, B., J. Ross, P. André, E.P.S. Baumer, D.J. Patterson, J. Corneli, M. Mahaux, S. Nobarany, M. Lazzari, P. Penzenstadler, A.W. Torrance, D.J. Callele, G.M. Olson, M.S. Silberman, M. Ständer, F.R. Palamedi, A. Salah, E. Morrill, X. Franch, F. Mueller, J. Kaye, R.W. Black, M.L. Cohn, P.C. Shih, J. Brewer, N. Goyal, P. Näkki, J. Huang, N. Baghaei, and C. Saper. “Massively Distributed Authorship of Academic Papers,” ACM Conference on Human Factors in Computing Systems (CHI) Extended Abstracts (alt.chi), 11-20, 2012.
• Demiröz, B.E., O. Eroğlu, I. Arı, A.A. Salah, L. Akarun, "Feature based tracking on a multi-omnidirectional camera dataset," 5th International Symposium on Communications, Control, and Signal Processing (ISCCSP), Rome, 2012.
• Salah, A.A., M. Pantic, A. Vinciarelli, "Recent Developments in Social Signal Processing", IEEE Conf. on Systems, Man, and Cybernetics, Anchorage, 2011.
• Salah, A.A., J. Han, E. Pauwels, P. de Zeeuw, "Multimodal monitoring of cultural heritage sites and the FIRESENSE project," IEEE ISABEL, Barcelona, 2011.
• Dibeklioğlu, H., R. Valenti, A.A. Salah, Th. Gevers, "Eyes Do Not Lie: Spontaneous vs. Posed Smiles", ACM Multimedia, Firenze, 2010.
• Yücel, Z., A.A. Salah, Ç. Meriçli, T. Meriçli, "Joint Visual Attention Modeling for Naturally Interacting Robotic Agents," 24th International Symposium on Computer and Information Sciences (ISCIS'09), Northern Cyprus, 2009.
• Yücel, Z., A.A. Salah, "Resolution of focus of attention using gaze direction estimation and saliency computation," Int. Conference on Affective Computing & Intelligent Interaction, Amsterdam, 2009.
• Salah, A.A., B. Schouten, "Semiosis and the relevance of context for the AmI environment", 9th European Conference on Computing and Philosophy (ECAP'09), Barcelona, 2009.
• Yücel, Z., A.A. Salah, "Head pose and neural network based gaze direction estimation for joint attention modeling in embodied agents," 31st Annual Conference of Cognitive Science Society (CogSci'09), Amsterdam, 2009.
• Poh, N., C.H. Chan, J. Kittler, S. Marcel, C. Mc Cool, E. Argones Rua, J.L. Alba Castro, M. Villegas, R. Paredes, V. Struc, N. Pavesic, A.A. Salah, H. Fang, N. Costen, "Face Video Competition," The 3rd IAPR/IEEE Int. Conf. on Biometrics (ICB'09), Alghero, 2009.
• Ananthakrishnan, G., H. Dibeklioğlu, M. Lojka, A. Lopez, S. Perdikis, U. Saeed, A.A. Salah, D. Tzovaras, A. Vogiannou, "Activity-Related Biometric Authentication," Proc. 4th eNTERFACE Workshop, pp.56-72, Orsay, August 2008.
• Dibeklioğlu, H., A.A. Salah, L. Akarun, "3D Facial Landmarking under Expression, Pose, and Occlusion Variations," IEEE Second International Conference on Biometrics: Theory, Applications and Systems (BTAS'08), Washington, Sept. 29-Oct.1, 2008.
• Schouten, B., A.A. Salah, "Empowering the End-user in Biometrics," 10th IEEE Int. Conf. on Control, Automation, Robotics and Vision (ICARCV'08), Hanoi, 17-20 December, 2008.
• Alyüz, N., B. Gökberk, H. Dibeklioğlu, A. Savran, A.A. Salah, L. Akarun, B. Sankur, "3D Face Recognition Benchmarks on the Bosphorus Database with Focus on Facial Expressions" in Proc. First European Workshop on Biometrics and Identity Management (BIOID'08), Roskilde, 7-9 May, 2008.
• Tavenard, R., A.A. Salah, E.J. Pauwels, "Searching for Temporal Patterns in AmI Sensor Data," in M. Muhlhauser, A. Ferscha, E. Aitenbichler (eds.), "Constructing Ambient Intelligence: AmI-07 Workshops Proceedings", LNCS, Darmstadt, Germany, 7-10 November, 2007.
• Pauwels, E., A.A. Salah, R. Tavenard, "Sensor Networks for Ambient Intelligence," Workshop on Multimedia Signal Processing (MMSP), Crete, October 2007.
• Bicego, M., A.A. Salah, E. Grosso, M. Tistarelli, L. Akarun,"Generalization in Holistic versus Analytic Processing of Faces," 14th Int. Conf. on Image Analysis and Processing, Modena, Italy, 10-14 September, 2007.
• Morros, R., A.A. Salah, B. Schouten, C.S. Perales, J.L. Serrano, O. Ambekar, C. Kayalar, C. Keskin, L. Akarun, "Event recognition for meaningful human-computer interaction in a smart environment," Proc. 3rd eNTERFACE Workshop, pp. 71-86, Istanbul, August 2007.
• Salah, A.A., N. Alyüz, L. Akarun, "Alternative face models for 3D face registration," in SPIE Conf. on Electronic Imaging, Vision Geometry, San Jose, January 2007.
• Salah, A.A., M. Bicego, L. Akarun, E. Grosso, M. Tistarelli, "Hidden Markov Model-based face recognition using selective attention," in SPIE Conf. on Human Vision and Electronic Imaging, San Jose, January 2007.
• Salah, A.A., L. Akarun, "3D Facial Feature Localization for Registration," International Workshop on Multimedia Content Representation, Classification and Security (MRCS), September 2006.
• Salah, A.A., B. Gökberk, L. Akarun, J.R. Tena, M. Hamouz, J. Kittler, M. Bicego, E. Grosso, M. Tistarelli, "3D face verification using shape and texture/3D face registration and landmark localization," Biosecure Workshop, Vigo, September 2006.
• Salah, A.A., L. Akarun, "Factor Analysis Based Robust 3D Facial Landmarking", 3. Summer School for Advanced Studies on Biometrics for Secure Authentication: New Sensors, Evaluation and Database Collection, Alghero, June 2006.
• Çınar Akakin, H., A.A. Salah, L. Akarun, B. Sankur, "2D/3D facial feature extraction", in Proc. SPIE Conf. on Electronic Imaging, San Jose, 2006.
• Akarun, L., B. Gökberk, A.A. Salah, "3D Face Recognition for Biometric Applications", in Proc. European Signal Processing Conference, Antalya, 2005.
• Gökberk, B., A.A. Salah, L. Akarun, "Rank-based Decision Fusion for 3D Shape-based Face Recognition," in Takeo Kanade, Anil Jain, Nalini K. Ratha (eds.) Lecture Notes in Computer Science, Volume 3546/2005 Audio- and Video-Based Biometric Person Authentication: 5th International Conference, AVBPA 2005.
• Salah, A.A., E. Alpaydın, "Incremental Mixtures of Factor Analyzers," in Proc. International Conference on Pattern Recognition (ICPR04), vol.1, pp.276-279, Cambridge, 2004.
• Salah, A.A., S. Redman, G. Kovacs, "Clustering under Multiobjective Optimization Constraints with Genetic Algorithms" in Proc. of the Santa Fe Complex Systems Summer School, Santa Fe, NM: SFI, 2002.
• Labiouse, C., A.A. Salah, I. Starikova, "The Impact of Connectivity on the Memory Capacity and the Retrieval Dynamics of Hopfield-type Networks" in Proc. of the Santa Fe Complex Systems Summer School, Santa Fe, NM: SFI, pp.77-84, 2002.
• Banerjee, N., Z. Dezso, V. Kolyadin, A. Marhan, A.A. Salah, "Lunch Network: A Glimpse of Social Dynamics of SFI Students" in Proc. of the Santa Fe Complex Systems Summer School, Santa Fe, NM: SFI, 2002.
• Salah, A.A., E. Alpaydın, L. Akarun, "A Selective Attention Based Method for Visual Pattern Recognition," in Moore, J.D., and Stenning, K. (eds.) Proc. 23rd Annual Conference of Cognitive Science Society, pp. 881-886, Edinburgh, August 2001.
• Salah, A.A., E. Alpaydın, L. Akarun, "A Selective Attention Based Optical Recognition of Handwritten Digits," Proceedings of the First IEEE Balkan Conference on Signal Processing, Communications, Circuits and Systems, 2000.

Other Publications

• Kadron, İ.B., Sofuoğlu, Ç., A.A. Salah, “Automatic Tracking of Rat Behaviour Using RGB-D Camera,” Akademik Bilişim, Eskişehir, 2015.
• Kaya, H., A.A. Salah, S.F. Gürgen, H. Ekenel, “Protocol and Baseline for Experiments on Bogazici University Turkish Emotional Speech Corpus,” IEEE SIU, Trabzon, 2014.
• Dibeklioglu, H., A.A. Salah, T. Gevers, “Kinship Verification using Facial Dynamics,” IEEE SIU, Trabzon, 2014.
• Demiröz, B.E., A.A. Salah, L. Akarun, “Multiple Person Tracking Using Omnidirectional Cameras,”IEEE SIU, Trabzon, 2014.
• Görer, B., A.A. Salah, L. Akin, “Gesture imitation for a robotic fitness coach,” IEEE SIU, Girne, 2013.
• Dibeklioglu, H., A.A. Salah, T. Gevers, “Age Estimation Using Facial Expression Dynamics,” IEEE SIU, Girne, 2013.
• Demiröz, B.E., A.A. Salah, L. Akarun, “Fall Detection Using Multi-Omnidirectional Cameras,” IEEE SIU, Girne, 2013.
• Dibeklioğlu, H., A.A. Salah, T. Gevers, "User Adaptation Based on Facial Expression and Motion for an Interactive Artifact," IEEE SIU 2012, Fethiye, 2012.
• Demiröz, B.E., A.A. Salah, L. Akarun, "Multi-Omnidirectional Cameras for Ambient Intelligence," IEEE SIU 2012, Fethiye, 2012.
• Dibeklioğlu, H., R. Valenti, A.A. Salah, Th. Gevers, "Classification of Spontaneous and Posed Smiles," IEEE SIU 2011, Antalya, 2011.
• Dibeklioğlu, H., A.A. Salah, T. Gevers, "Automatic Landmarking and Alignment for Facial Expression Analysis," IEEE SIU 2010, Diyarbakir, 2010.
• Yücel, Z., A.A. Salah, Ç. Meriçli, T. Meriçli, "Derivation of Gaze Direction from Head Pose Estimates," IEEE SIU 2010, Diyarbakir, 2010.
• Alyüz, N., A.A. Salah, L. Akarun, "3D Face Registration: Using Multiple Average Models," Lambert Academic Publishing, 2009.
• Dibeklioğlu, H., A.A. Salah, L. Akarun, "Expression, Pose and Occlusion Resistant 3D Facial Landmarking," IEEE SIU 2009, Antalya, 2009. (Recipient of Alper Atalay 2nd best student paper award)
• Salah, A.A., "Face Authentication for an Activity-Related Biometrics System," IEEE SIU 2009 Antalya, 2009.
• Pauwels, E., A.A. Salah, P. de Zeeuw, "Tackling the Semantic Gap in Sensor Networks, "ERCIM News, Number 76, January 2009.
• Salah, A.A., "A Needle in the Brain," ERCIM News, Number 73, April 2008.
• Salah, A.A., E.J. Pauwels, "Prediction and Voronoi graph construction with a dense network of simple sensors", IEEE SIU 2008, 20-22 April 2008, Didim, Turkey.
• Salah, A.A., A.P. Saygın, "Retinotopy and Selective Visual Attention in Humans and Computers", IEEE SIU 2008, 20-22 April 2008, Didim, Turkey.
• Salah, A.A., "Algısal Tümleştirme", Dördüncü Bilgi Işleyen Makina Olarak Beyin Sempozyumu, 4-5 Nisan 2008, Istanbul, Turkey.
• Salah, A.A., "Perceptual Information Fusion in Humans and Machines," Cognitive Neuroscience Forum, vol.2, 2007.
• Alyüz, N., Salah, A.A., L. Akarun, "Alternative average face models for 3D face registration," IEEE SIU 2007, 11-13 June, Eskişehir, Turkey.
• Salah, A.A., "Insan ve Bilgisayarda Yüz Tanıma," Uluslararası Kognitif Nörobilim Sempozyumu, Mayıs 2006, Marmaris, Turkey.
• Salah, A.A., L. Akarun, "Gabor Factor Analysis for 2D+3D Facial Landmark Localization," IEEE SIU 2006, 17-19 Nisan 2006, Antalya, Turkey.
• Salah, A.A., B. Gökberk, L. Akarun, "3D Face Recognition", Proceedings of the Fifth GAP Engineering Congress, 26-28 April 2006, Şanlıurfa, Turkey.
• Salah, A.A., "Insan ve Bilgisayarda Yüz Tanıma", Üçüncü Bilgi Işleyen Makina Olarak Beyin Sempozyumu, 24 Aralık 2005, Istanbul, Turkey.
• Gökberk, B., A.A. Salah, L. Akarun, "Üç Boyutlu Şekil Bilgisiyle Yüz Tanımada Sıralamaya Dayalı Karar Birleştirimi", IEEE SIU 2005.
• Salah, A.A., E. Alpaydın, "Incremental Mixtures of Factor Analyzers," Technical Report, FBE/CMPE-01/2004-7, Department of Computer Engineering, Boğaziçi University, 2004. (This is the longer version of the ICPR'04 paper).
• Salah, A.A., E. Alpaydın, L. Akarun, "Selective Attention Based Pattern Recognition," Technical Report, FBE/CMPE-03/2001-12, Department of Computer Enginnering, Boğaziçi University, 2001.
• Salah, A.A., A Selective Attention Based Method for Optical Handwritten Digit Recognition (M.S. Thesis - 2000)
• Salah, A.A., Collective Intelligence, Panel Discussion at the 7th International Istanbul Biennial, September 23, 2001 with Peter Gardenfors, Kazuhiko Hachiya, and Rafael Lozano-Hemmer. (download talk in DOC format/Teknotürk'te çıkan yazı için tıklayın: Istanbul Bienali'nde Bir Panel: Kolektif Zeka)
• Akın, L., A.A. Salah, Boğaziçi Üniversitesi'ndeki Robot Araştırmaları - Geleceğe Giden Yol, Teknotürk.
• Salah, A.A., E. Alpaydın, L. Akarun, "A Selective Attention Based Recognition Framework with Application to Handwritten Numerals," Proceedings of the Ninth Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN), 2000.
• Salah, A.A., "An Evolutionary Algorithm Tool in Smalltalk" (B.S. Thesis - 1998)