Prof. dr. A.A. (Albert) Salah

Buys Ballotgebouw
Princetonplein 5
Kamer 4.78
3584 CC Utrecht

Prof. dr. A.A. (Albert) Salah

Hoogleraar
Social and Affective Computing
a.a.salah@uu.nl

Publicaties

2023

Wetenschappelijke publicaties

Aydogdu, B., Samad, H., Bai, S., Abboud, S., Gorantis, I., & Salah, A. A. (2023). Analyzing international airtime top-up transfers for migration and mobility. International Journal of Data Science and Analytics. Advance online publication. https://doi.org/10.1007/s41060-023-00396-7
Li, P., Lu, H., Poppe, R. W., & Salah, A. A. (2023). Automated Detection of Joint Attention and Mutual Gaze in Free Play Parent-Child Interactions. In ICMI Companion https://doi.org/10.1145/3610661.3616234
Doyran, M., Poppe, R., & Salah, A. A. (2023). Embracing Contact: Detecting Parent-Infant Interactions. In ICMI https://doi.org/10.1145/3577190.3614147
Sogancioglu, G., Kaya, H., & Salah, A. A. (2023). Using Explainability for Bias Mitigation: A Case Study for Fair Recruitment Assessment. 631-639. Paper presented at 25th International Conference on Multimodal Interaction, Paris, France. https://doi.org/10.1145/3577190.3614170
Ning, M., Önal Ertuğrul, I., Messinger, D. S., Cohn, J. F., & Salah, A. (2023). Automated Emotional Valence Estimation in Infants with Stochastic and Strided Temporal Sampling. In Proceedings of the International Conference on Affective Computing and Intelligent Interaction
Pessanha, F., Salah, A. A., Loon, T. V., & Veltkamp, R. (2023). Facial Image-Based Automatic Assessment of Equine Pain. IEEE Transactions on Affective Computing, 14(3), 2064-2076. https://doi.org/10.1109/TAFFC.2022.3177639
Lu, H., Poppe, R., & Salah, A. (2023). LA-layer: General local attention layer for full attention networks. In Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023 (pp. 2057-2062). (Proceedings - IEEE International Conference on Multimedia and Expo; Vol. 2023-July). https://doi.org/10.1109/ICME55011.2023.00352
Lu, H., Poppe, R., & Salah, A. (2023). SCFormer: Integrating hybrid Features in Vision Transformers. In Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023 (pp. 1883-1888). (Proceedings - IEEE International Conference on Multimedia and Expo; Vol. 2023-July). IEEE. https://doi.org/10.1109/ICME55011.2023.00323
Bircan, T., Salah, A., & Sirbu, A. (2023). How Can Big Data Analytics Help Understand Migrant Integration? In Harnessing Data Innovation for Migration Policy: A Handbook for Practitioners IOM PUBLICATIONS.
Eyiokur, F. I., Kantarcı, A., Erakın, M. E., Damer, N., Ofli, F., Imran, M., Križaj, J., Salah, A. A., Waibel, A., Štruc, V., & Ekenel, H. K. (2023). A survey on computer vision based human analysis in the COVID-19 era. Image and Vision Computing, 130, 1-19. Article 104610. https://doi.org/10.1016/j.imavis.2022.104610
Broomé, S., Feighelstein, M., Zamansky, A., Carreira Lencioni, G., Andersen, P. H., Pessanha, F., Mahmoud, M., Kjellström, H., & Salah, A. A. (2023). Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions. International Journal of Computer Vision, 131(2), 572-590. https://doi.org/10.1007/s11263-022-01716-3
Zhao, S., Akdağ Salah, A. A., & Salah, A. (2023). Automatic Analysis of Human Body Representations in Western Art. In L. Karlinsky, T. Michaeli, & K. Nishino (Eds.), Computer Vision – ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part I (1 ed., pp. 282–297). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13801 LNCS). Springer Cham. https://doi.org/10.1007/978-3-031-25056-9_19
https://dspace.library.uu.nl/bitstream/handle/1874/427545/2210.08860v1.pdf?sequence=1

2022

Wetenschappelijke publicaties

Alberts, M., De Ridder, E. A. M., Lodewijks, J. A. J., Pinos Cisneros, T. V., Schoorl, K., Salah, A. A., & Schouten, B. A. M. (2022). Designing a Smartphone Exergame for Children with Cerebral Palsy in the Home Environment. In CHI PLAY 2022 - Extended Abstracts of the 2022 Annual Symposium on Computer-Human Interaction in Play (pp. 183-188). (CHI PLAY 2022 - Extended Abstracts of the 2022 Annual Symposium on Computer-Human Interaction in Play). Association for Computing Machinery. https://doi.org/10.1145/3505270.3558325
Aydogdu, B., & Salah, A. (2022). Machine Learning for Urban Computing. In Machine Learning, Artificial Intelligence and Urban Assemblages: Applications in architecture and urban design (pp. 249-262) https://doi.org/10.1002/9781119815075.ch20
Salah, A., Bircan, T., & Korkmaz, E. E. (2022). New data sources and computational approaches on migration and human mobility. In Data Science for Migration and Mobility (pp. 3-23) https://doi.org/10.5871/bacad/9780197267103.003.0001
Salah, A., Canca, C., & Erman, B. (2022). Ethical and Legal Concerns on Data Science for Large Scale Human Mobility. In Data Science for Migration and Mobility (pp. 24-48) https://doi.org/10.5871/bacad/9780197267103.003.0002
ICMI '22: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Association for Computing Machinery-Digital Library, ACM Special Interest Group on Computer-Human Interaction, & ACM SIGs (2022). Companion Publication of the 2022 International Conference on Multimodal Interaction. (ACM Conferences). Association for Computing Machinery (ACM). https://doi.org/10.1145/3536220
ICMI '22: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Association for Computing Machinery-Digital Library, ACM Special Interest Group on Computer-Human Interaction, & ACM SIGs (2022). Proceedings of the 2022 International Conference on Multimodal Interaction. (ACM Conferences). Association for Computing Machinery (ACM). https://doi.org/10.1145/3536221
Salah, A. A., Korkmaz, E. E., & Bircan, T. (2022). Data science for migration and mobility. (1 ed.) (Proceedings of the British Academy; Vol. 251). Oxford University Press. https://doi.org/10.5871/bacad/9780197267103.001.0001
Fiorentini, G., Önal Ertuğrul, I., & Salah, A. (2022). Fully-attentive and interpretable: vision and video vision transformers for pain detection. Paper presented at NeurIPS 2022. https://sites.google.com/view/vtta-neurips2022/accepted-papers
Pessanha, F., Kaya, H., Akdag, A., & Salah, A. A. (2022). Towards using Breathing Features for Multimodal Estimation of Depression Severity. 128-138. Paper presented at 24th ACM International Conference on Multimodal Interaction, Bengaluru, India. https://doi.org/10.1145/3536221.3556606
Baki, P., Kaya, H., Çiftçi, E., Güleç, H., & Salah, A. A. (2022). A Multimodal Approach for Mania Level Prediction in Bipolar Disorder. IEEE Transactions on Affective Computing, 13(4), 2119-2131. Article 9835028. https://doi.org/10.1109/TAFFC.2022.3193054
Salah, A. A. (2022). Can big data deliver its promises in migration research? International Migration, 60(2), 252-255. https://doi.org/10.1111/imig.12984
Borger, T., Mosteiro Romero, P., Kaya, H., Rijcken, E., Salah, A., Scheepers, F., & Spruit, M. (2022). Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting. Expert Systems with Applications, 199, 1-9. Article 116720. https://doi.org/10.1016/j.eswa.2022.116720
Escalante, H. J., Kaya, H., Salah, A. A., Escalera, S., Gucluturk, Y., Guclu, U., Baro, X., Guyon, I., Jacques, J. C. S., Madadi, M., Ayache, S., Viegas, E., Gurpinar, F., Wicaksana, A. S., Liem, C., Van Gerven, M. A. J., & Van Lier, R. (2022). Modeling, Recognizing, and Explaining Apparent Personality from Videos. IEEE Transactions on Affective Computing, 13(2), 894-911. https://doi.org/10.1109/TAFFC.2020.2973984

2021

Wetenschappelijke publicaties

Salah, A. A. (2021). Mobile data challenges for human mobility analysis and humanitarian response. In Research Handbook on International Migration and Digital Technology (pp. 107-122). Edward Elgar Publishing.
Poh, N., Bourlai, T., Kittler, J., Allano, L., Alonso-Fernandez, F., Ambekar, O., Baker, J. P., Dorizzi, B., Fatukasi, O., Fiérrez, J., Ganster, H., Ortega-Garcia, J., Maurer, D. E., Salah, A. A., Scheidat, T., & Vielhauer, C. (2021). Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion Algorithms. (pp. 1-18). arXiv. https://doi.org/10.48550/arXiv.2111.08703
Olalere, F., Brouwers, V., Doyran, M., Poppe, R., & Salah, A. (2021). Video-based sports activity recognition for children. In 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) (pp. 1563-1570). IEEE. https://ieeexplore.ieee.org/document/9689651
Hammal, Z., Busso, C., Pelachaud, C., Oviatt, S. L., Salah, A. A., & Zhao, G. (Eds.) (2021). ICMI '21: International Conference on Multimodal Interaction, Montréal, QC, Canada, October 18-22, 2021. (ICMI). ACM. https://doi.org/10.1145/3462244
Sogancioglu, G., Kaya, H., & Salah, A. A. (2021). Can mood primitives predict apparent personality? In 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII) (pp. 1-8). Article 9597444 IEEE. https://doi.org/10.1109/ACII52823.2021.9597444
Salah, A. A. (2021). Designing Computational Tools for Behavioral and Clinical Science. In EICS '21: Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems (pp. 1-4). Association for Computing Machinery. https://doi.org/10.1145/3459926.3464906
Dibeklioğlu, H., Surer, E., Salah, A. A., & Dutoit, T. (2021). Behavior and usability analysis for multimodal user interfaces. Journal on Multimodal User Interfaces, 15(4), 335-336. https://doi.org/10.1007/s12193-021-00372-0
Olalere, F., Doyran, M., Poppe, R., & Salah, A. A. (2021). Geeks and guests: Estimating player's level of experience from board game behaviors. In IEEE Winter Applications and Computer Vision Workshops (WACVW) (pp. 22-30). Article 9407820 IEEE. https://doi.org/10.1109/wacvw52041.2021.00007
Salah, A., & Ross, A. (2021). Selected Works From Automated Face and Gesture Recognition 2020. IEEE Transactions on Biometrics, Behavior, and Identity Science, 3(1), 4-5. https://doi.org/10.1109/TBIOM.2021.3051461
Doyran, M., Schimmel, A., Baki, P., Ergin, K., Türkmen, B., Akdag, A., Bakkes, S., Kaya, H., Poppe, R., & Salah, A. (2021). MUMBAI: multi-person, multimodal board game affect and interaction analysis dataset. Journal on Multimodal User Interfaces, 15(4), 373–391. https://doi.org/10.1007/s12193-021-00364-0
Tufekcioglu, Z., Bilgic, B., Zeylan, A. E., Salah, A. A., Dibeklioglu, H., & Emre, M. (2021). Do Alzheimer's Disease Patients Appear Younger than Their Real Age? Dementia and Geriatric Cognitive Disorders, 49(5), 483-488. https://doi.org/10.1159/000510359
Halfon, S., Doyran, M., Türkmen, B., Oktay, E. A., & Salah, A. A. (2021). Multimodal affect analysis of psychodynamic play therapy. Psychotherapy Research, 31(3), 313-328. https://doi.org/10.1080/10503307.2020.1839141
Akdag, A. A., Salah, A. A., Kaya, H., Doyran, M., & Kavcar, E. (2021). The sound of silence: Breathing analysis for finding traces of trauma and depression in oral history archives. Digital Scholarship in the Humanities, 36(S2), ii2–ii8. https://doi.org/10.1093/llc/fqaa056

2020

Wetenschappelijke publicaties

Oliver, N., Letouzé, E., Sterly, H., Delataille, S., De Nadai, M., Lepri, B., Lambiotte, R., Benjamins, R., Cattuto, C., Colizza, V., & Salah, A. A. (2020). Mobile phone data and COVID-19: Missing an opportunity? arXiv. https://doi.org/10.48550/arXiv.2003.12347
Guelen, J. A. P., Salah, A. A., Boom, B. J., & Vijverberg, J. A. (2020). Weakly Supervised Semantic Roadside Object Segmentation Using Digital Maps. In 2020 Joint 9th International Conference on Informatics, Electronics & Vision (ICIEV) and 2020 4th International Conference on Imaging, Vision & Pattern Recognition (icIVPR) IEEE. https://doi.org/10.1109/ICIEVicIVPR48672.2020.9306512
Baki, P., Kaya, H., Ciftci, E., Gulec, H., & Salah, AA. (2020). Speech Analysis for Automatic Mania Assessment in Bipolar Disorder. In IEEE 28th Signal Processing and Communications Applications Conference (SIU) IEEE.
Hummel, H. I., Pessanha, F., Salah, A. A., van Loon, T. JPAM., & Veltkamp, R. C. (2020). Automatic Pain Detection on Horse and Donkey Faces. In 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020)(FG) (Vol. 1, pp. 793-800) https://doi.org/10.1109/FG47880.2020.00114
Sogancioglu, G., Verkholyak, O., Kaya, H., Fedotov, D., Cadee, T., Salah, A. A., & Karpov, A. (2020). Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition. 2097-2101. Paper presented at INTERSPEECH 2020, Shanghai, China. https://doi.org/10.21437/Interspeech.2020-3160
Oliver, N., Lepri, B., Sterly, H., Lambiotte, R., Deletaille, S., De Nadai, M., Letouzé, E., Salah, A. A., Benjamins, R., Cattuto, C., Colizza, V., de Cordes, N., Fraiberger, S. P., Koebe, T., Lehmann, S., Murillo, J., Pentland, A., Pham, P. N., Pivetta, F., ... Vinck, P. (2020). Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle. Science advances, 6(23), Article eabc0764. https://doi.org/10.1126/sciadv.abc0764
Molenaar, S., Schiphorst, L., Doyran, M., Salah, A. A., Dalpiaz, F., & Brinkkemper, S. (2020). Reference method for the development of domain action recognition classifiers: The case of medical consultations. In S. Nurcan, I. Reinhartz-Berger, P. Soffer, & J. Zdravkovic (Eds.), Enterprise, Business-Process and Information Systems Modeling: 21st International Conference, BPMDS 2020, 25th International Conference, EMMSAD 2020, Held at CAiSE 2020, Grenoble, France, June 8–9, 2020, Proceedings (pp. 375-391). (Lecture Notes in Business Information Processing; Vol. 387 LNBIP). Springer. https://doi.org/10.1007/978-3-030-49418-6_26
Schiphorst, L., Doyran, M., Salah, A. A., Molenaar, S., & Brinkkemper, S. (Accepted/In press). Video2Report: A Video Database for Automatic Reporting of Medical Consultancy Sessions. In 15th IEEE International Conference on Automatic Face and Gesture Recognition
Alameda-Pineda, X., Ricci, E., Salah, A. A., Sebe, N., & Yan, S. (2020). Special Issue on Generating Realistic Visual Data of Human Behavior. International Journal of Computer Vision, 128, 1376–1377. https://doi.org/10.1007/s11263-020-01319-w

2019

Wetenschappelijke publicaties

Sari, C., Salah, A. A., & Akdag Salah, A. A. (2019). Automatic detection and visualization of garment color in Western portrait paintings. Digital Scholarship in the Humanities, 34, I156-I171. https://doi.org/10.1093/llc/fqz055
Schimmel, A., Doyran, M., Akdag, A. A., Bakkes, S. C. J., Kaya, H., Poppe, R. W., & Salah, A. A. (2019). Multi-person board game affect analysis dataset: MP-BGAAD. In H. Dibeklioğlu, & E. Sürer (Eds.), Proceedings eNTERFACE’19 : 15th International Summer Workshop on Multimodal Interfaces Computer Engineering Department Bilkent University.
https://dspace.library.uu.nl/bitstream/handle/1874/397133/eNTERFACE19_proceedings.pdf?sequence=1
Timar, Y., Behlil, M., & Salah, A. A. (2019). Can affective computing bring new insights to spectator-based film theory?. Paper presented at Research methods in film studies: challenges and opportunities, Ghent, Belgium.
Akdag, A. A., Ocak, M., Kavcar, E., Kaya, H., & Salah, A. A. (2019). Hidden in a Breath: Tracing the Breathing Patterns of Survivors of Traumatic Events. Paper presented at Digital Humanities conference 2019, Utrecht, Netherlands.
Salah, A. A. (2019). Using mobile phone data for the analysis of refugee movements: The Data for Refugees Challenge for Syrian Refugees in Turkey. In Proceedings of the seventh edition of The Migration Conference, Bari, Italy from 18 to 20 June 2019
Zeylan, E., Salah, A. A., Dibeklioglu, H., Tüfekçioğlu, Z., Bilgiç, B., & Emre, M. (2019). Do Alzheimer's Patients Appear Younger than Their Age? A Study with Automatic Facial Age Estimation. In 2019 Ninth International Conference on Image Processing Theory, Tools and Applications (IPTA) (pp. 1-6). (Proc. IPTA). IEEE. https://doi.org/10.1109/IPTA.2019.8936072
Salah, A. A., & et al. (2019). Policy implications of the D4R Challenge. In Guide to Mobile Data Analytics in Refugee Scenarios: The 'Data for Refugees Challenge' Study (pp. 477-495). Springer. https://doi.org/10.1007/978-3-030-12554-7_25
Vinck, P., Pham, P., & Salah, A. A. (2019). 'Do no harm' in the age of Big Data: Data, ethics, and the refugees. In A. A. Salah , A. Pentland, B. Lepri, & E. Letouzé (Eds.), Guide to mobile data analytics in refugee scenarios: the 'Data for Refugees Challenge' study (pp. 87-99) https://doi.org/10.1007/978-3-030-12554-7
Salah, A. A., Pentland, A., Lepri, B., Letouzé, E., de Montjoye, Y-A., Dong, X., & Vinck, P. (2019). Introduction to the Data for Refugees Challenge on Mobility of Syrian Refugees in Turkey. In Guide to mobile data analytics in refugee scenarios: the 'Data for Refugees Challenge' study (pp. 3-27). Springer. https://doi.org/10.1007/978-3-030-12554-7_1
Doyran, M., Türkmen, B., Oktay, E. A., Halfon, S., & Salah, A. A. (2019). Video and Text-Based Affect Analysis of Children in Play Therapy. Paper presented at 21st ACM International Conference on Multimodal Interaction, Suzhou, Jiangsu, China.
Salah, A. A., Kaya, H., & Gürpınar, F. (2019). Video-based emotion recognition in the wild. In X. Alameda-Pineda, E. Ricci, & N. Sebe (Eds.), Multimodal behavior analysis in the wild: advances and challenges (pp. 369-386). (Computer vision and pattern recognition series). Academic Press Inc.. https://doi.org/10.1016/B978-0-12-814601-9.00031-6
Kaya, H., Fedotov, D., Dresvyanskiy, D., Doyran, M., Mamontov, D., Markitantov, M., Salah, A. A. A., Kavcar, E., Karpov, A., & Salah, A. A. (2019). Predicting Depression and Emotions in the Cross-roads of Cultures, Para-linguistics, and Non-linguistics. 27-35. Paper presented at the 9th International. https://doi.org/10.1145/3347320.3357691
Karslioglu, N., Kaya, H., & Salah, A. A. (2019). Filmlerde Otomatik Duygu Analizi için Sentetik Veri Üretimi ve Çokkipli Birleştirme. In 27th Signal Processing and Communications Applications Conference, SIU 2019 Article 8806449 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2019.8806449
Salah, A. A., Pentland, A. (Ed.), Lepri, B., & Letouzé, E. (Ed.) (Accepted/In press). Guide to mobile data analytics in refugee scenarios: The 'data for refugees challenge' sStudy. Springer. https://doi.org/10.1007/978-3-030-12554-7
Salah, A. A., Karpov, A., & Potapova, R. (Eds.) (2019). Speech and Computer: 21st International Conference, SPECOM 2019, Istanbul, Turkey, August 20–25, 2019, Proceedings. (Lecture Notes in Artificial Intelligence; Vol. 11658). Springer. https://doi.org/10.1007/978-3-030-26061-3
Demiroz, Salah, A. A., Bastanlar, & Akarun (2019). Affordable Person Detection in Omnidirectional Cameras Using Radial Integral Channel Features. Machine Vision and Applications, 30(4), 645-655. https://doi.org/10.1007/s00138-019-01016-w

2018

Wetenschappelijke publicaties

Derman, E., & Salah, A. A. (2018). Continuous real-time vehicle driver authentication using convolutional neural network based face recognition. In Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018 (pp. 577-584). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FG.2018.00092
Kuzu, R. S., & Salah, A. A. (2018). Chat biometrics. IET Biometrics, 7(5), 454-466. https://doi.org/10.1049/iet-bmt.2017.0121
Timar, Y., Karslioglu, N., Kaya, H., & Salah, A. A. (2018). Feature selection and multimodal fusion for estimating emotions evoked by movie clips. In ICMR 2018 - Proceedings of the 2018 ACM International Conference on Multimedia Retrieval (pp. 405-412). Association for Computing Machinery. https://doi.org/10.1145/3206025.3206074
Ciftci, E., Kaya, H., Gulec, H., & Salah, A. A. (2018). The Turkish Audio-Visual Bipolar Disorder Corpus. In 2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018 Article 8470362 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ACIIAsia.2018.8470362
Ringeval, F., Cowie, R., Amiriparian, S., Michaud, A., Schuller, B., Kaya, H., Cummins, N., Çiftçi, E., Valstar, M., Schmitt, M., Lalanne, D., Güleç, H., Salah, A. A., & Pantic, M. (2018). AVEC 2018 Workshop and Challenge: Bipolar disorder and cross-cultural affect recognition. In AVEC 2018 - Proceedings of the 2018 Audio/Visual Emotion Challenge and Workshop, co-located with MM 2018 (pp. 3-13). Association for Computing Machinery. https://doi.org/10.1145/3266302.3266316

2017

Wetenschappelijke publicaties

Salah, A. A. A., & Salah, A. A. (2017). Tracing the Colors of Clothing in Paintings with Image Analysis.. https://dblp.org/rec/conf/dihu/SalahS17
Musaoglu, O., Dag, Ö., Küçükakça, Ö., Salah, A. A. A., & Salah, A. A. (2017). A Generic Tool for Visualizing Patterns in Poetry.. https://dblp.org/rec/conf/dihu/MusaogluDKSS17
Doyran, M., Yildirim, Y., & Salah, A. A. (2017). Derin Yapay Sinir Aǧlari ile Eylem Tanima. In 2017 25th Signal Processing and Communications Applications Conference, SIU 2017 Article 7960731 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2017.7960731
Görer, B., Salah, A. A., & Akın, H. L. (2017). An autonomous robotic exercise tutor for elderly people. Autonomous Robots, 41(3), 657-678. https://doi.org/10.1007/s10514-016-9598-5
Balci, K., & Salah, A. A. (2017). Automatic Classification of Player Complaints in Social Games. IEEE Transactions on Computational Intelligence and AI in Games, 9(1), 103-108. https://doi.org/10.1109/TCIAIG.2015.2490339
Kaya, H., Gürpınar, F., & Salah, A. A. (2017). Video-based emotion recognition in the wild using deep transfer learning and score fusion. Image and Vision Computing, 65, 66-75. https://doi.org/10.1016/j.imavis.2017.01.012
Kaya, H., Salah, A. A., Karpov, A., Frolova, O., Grigorev, A., & Lyakso, E. (2017). Emotion, age, and gender classification in children's speech by humans and machines. Computer Speech and Language, 46, 268-283. https://doi.org/10.1016/j.csl.2017.06.002
Kaya, H., Gurpinar, F., & Salah, A. A. (2017). Multi-modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening from Video CVs. In Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017 (Vol. 2017-July, pp. 1651-1659). Article 8014944 IEEE Computer Society Press. https://doi.org/10.1109/CVPRW.2017.210
Karslioglu, N., Timar, Y., Salah, A. A., & Kaya, H. (2017). BOUN-NKU in mediaeval 2017 emotional impact of movies task. (CEUR Workshop Proceedings).

2016

Wetenschappelijke publicaties

Chetouani, M., Cohn, J., & Salah, A. A. (2016). Seventh International Workshop on Human Behavior Understanding (HBU 2016). In MM 2016 - Proceedings of the 2016 ACM Multimedia Conference (pp. 1494-1495). Association for Computing Machinery. https://doi.org/10.1145/2964284.2980538
Hartmann, K., Siegert, I., Salah, A. A., & Truong, K. P. (2016). ERM4CT 2016: 2nd international workshop on emotion representations and modelling for companion systems (workshop summary). In C. Pelachaud, Y. I. Nakano, T. Nishida, C. Busso, L-P. Morency, & E. Andre (Eds.), ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction (pp. 593-595). Association for Computing Machinery. https://doi.org/10.1145/2993148.3007630
Kontaci, Ç. K., Çetintürk, O., Polat, G. G., Özkisacik, K. C., & Salah, A. A. (2016). Telekomünikasyon müşterilerinin davraniş analizi için gerçekçi veri üreten bir simülatör. In 2016 24th Signal Processing and Communication Application Conference, SIU 2016 - Proceedings (pp. 537-540). Article 7495796 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU.2016.7495796
Halfon, S., Aydın Oktay, E., & Salah, A. A. (2016). Assessing affective dimensions of play in psychodynamic child psychotherapy via text analysis. In M. Chetouani, A. A. Salah, & J. Cohn (Eds.), Human Behavior Understanding - 7th International Workshop, HBU 2016, Proceedings (pp. 15-34). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9997 LNCS). Springer. https://doi.org/10.1007/978-3-319-46843-3_2
Afshar, S., & Salah, A. A. (2016). Facial Expression Recognition in the Wild Using Improved Dense Trajectories and Fisher Vector Encoding. In Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016 (pp. 1517-1525). Article 7789679 IEEE Computer Society Press. https://doi.org/10.1109/CVPRW.2016.189
Kayim, G., Derman, E., & Salah, A. A. (2016). Short term re-identification of Automatic Teller Machine (ATM) users via face and body appearance features. In Proceedings - 2016 4th International Workshop on Biometrics and Forensics, IWBF 2016 Article 7449682 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IWBF.2016.7449682
Kuzu, R. S., Balci, K., & Salah, A. A. (2016). Authorship recognition in a multiparty chat scenario. In Proceedings - 2016 4th International Workshop on Biometrics and Forensics, IWBF 2016 Article 7449681 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IWBF.2016.7449681
Gundogdu, D., Incel, O. D., Salah, A. A., & Lepri, B. (2016). Countrywide arrhythmia: emergency event detection using mobile phone data. EPJ Data Science, 5(1), Article 25. https://doi.org/10.1140/epjds/s13688-016-0086-0
Isikdogan, F., Adıyaman, I., Salah, A. A. A., & Salah, A. A. (2016). A new database and protocol for image reuse detection. In G. Hua, & H. Jégou (Eds.), Computer Vision - ECCV 2016 Workshops, Proceedings (pp. 903-916). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9913 LNCS). Springer. https://doi.org/10.1007/978-3-319-46604-0_62
Kaya, H., & Salah, A. A. (2016). Combining modality-specific extreme learning machines for emotion recognition in the wild. Journal on Multimodal User Interfaces, 10(2), 139-149. https://doi.org/10.1007/s12193-015-0175-6
Kaya, H., Karpov, A. A., & Salah, A. A. (2016). Robust acoustic emotion recognition based on cascaded normalization and extreme learning machines. In L. Cheng, Q. Liu, & A. Ronzhin (Eds.), Advances in Neural Networks - 13th International Symposium on Neural Networks, ISNN 2016, Proceedings (pp. 115-123). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9719). Springer. https://doi.org/10.1007/978-3-319-40663-3_14
Gürpınar, F., Kaya, H., & Salah, A. A. (2016). Combining deep facial and ambient features for first impression estimation. In G. Hua, & H. Jegou (Eds.), Computer Vision – ECCV 2016 Workshops, Proceedings (pp. 372-385). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9915 LNCS). Springer. https://doi.org/10.1007/978-3-319-49409-8_30
Gurpinar, F., Kaya, H., Dibeklioglu, H., & Salah, A. A. (2016). Kernel ELM and CNN Based Facial Age Estimation. In Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2016 (pp. 785-791). Article 7789593 IEEE Computer Society Press. https://doi.org/10.1109/CVPRW.2016.103
Gürpinar, F., Kaya, H., & Salah, A. A. (2016). Multimodal fusion of audio, scene, and face features for first impression estimation. In 2016 23rd International Conference on Pattern Recognition, ICPR 2016 (Vol. 0, pp. 43-48). Article 7899605 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICPR.2016.7899605

2015

Wetenschappelijke publicaties

Hartmann, K., Siegert, I., Schuller, B., Morency, L. P., Salah, A. A., & Böck, R. (2015). ERM4CT 2015 - Workshop on emotion representations and modelling for companion systems. In ERM4CT 2015 - Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies, co-located with ICMI 2015 (pp. 1-2). Association for Computing Machinery. https://doi.org/10.1145/2829966.2829979
Salah, A. A., Hung, H., Aran, O., Gunes, H., & Turk, M. (2015). Behavior understanding for arts and entertainment. ACM Transactions on Interactive Intelligent Systems, 5(3), Article 12. https://doi.org/10.1145/2817208
Oktay, E. A., Balci, K., & Salah, A. A. (2015). Automatic assessment of dimensional affective content in Turkish multi-party chat messages. In ERM4CT 2015 - Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies, co-located with ICMI 2015 (pp. 19-24). Association for Computing Machinery. https://doi.org/10.1145/2829966.2829972
Sartori, A., Şenyazar, B., Akdag, A., Salah, A. A., & Sebe, N. (2015). Emotions in abstract art: Does texture matter? In V. Murino, E. Puppo, & V. Murino (Eds.), Image Analysis and Processing – ICIAP 2015 - 18th International Conference, Proceedings (pp. 671-682). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9279). Springer. https://doi.org/10.1007/978-3-319-23231-7_60
Sartori, A., Yan, Y., Özbal, G., Salah, A. A. A., Salah, A. A., & Sebe, N. (2015). Looking at mondrian's victory boogie-woogie: What do i feel? In M. Wooldridge, & Q. Yang (Eds.), IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence (Vol. 2015-January, pp. 2503-2509). International Joint Conferences on Artificial Intelligence.
Dibeklioğlu, H., Salah, A. A., & Gürpınar, F. (2015). Measurement of facial dynamics for soft biometrics. In G. Hua, Q. Ji, T. B. Moeslund, & K. Nasrollahi (Eds.), Face and Facial Expression Recognition from Real World Videos - International Workshop, Revised Selected Papers (pp. 69-84). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8912). Springer. https://doi.org/10.1007/978-3-319-13737-7_7
Vinciarelli, A., Esposito, A., André, E., Bonin, F., Chetouani, M., Cohn, J. F., Cristani, M., Fuhrmann, F., Gilmartin, E., Hammal, Z., Heylen, D., Kaiser, R., Koutsombogera, M., Potamianos, A., Renals, S., Riccardi, G., & Salah, A. A. (2015). Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human–Human and Human–Machine Interactions. Cognitive Computation, 7(4), 397-413. https://doi.org/10.1007/s12559-015-9326-z
Dibeklioglu, H., Alnajar, F., Salah, A. A., & Gevers, T. (2015). Combining Facial Dynamics with Appearance for Age Estimation. IEEE Transactions on Image Processing, 24(6), 1928-1943. Article 7060650. https://doi.org/10.1109/TIP.2015.2412377
Dibeklioglu, H., Salah, A. A., & Gevers, T. (2015). Recognition of genuine smiles. IEEE Transactions on Multimedia, 17(3), 279-294. Article 7018058. https://doi.org/10.1109/TMM.2015.2394777
Varol, G., & Salah, A. A. (2015). Efficient large-scale action recognition in videos using extreme learning machines. Expert Systems with Applications, 42(21), 8274-8282. https://doi.org/10.1016/j.eswa.2015.06.013
Salah, A. A., Kröse, B. J. A., & Cook, D. J. (2015). Behavior analysis for elderly. In D. J. Cook, A. A. Salah, & B. J. A. Kröse (Eds.), Human Behavior Understanding - 6th International Workshop, HBU 2015, Proceedings (pp. 1-10). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9277). Springer. https://doi.org/10.1007/978-3-319-24195-1_1
Lyakso, E., Frolova, O., Dmitrieva, E., Grigorev, A., Kaya, H., Salah, A. A., & Karpov, A. (2015). EmoChildRu: Emotional child Russian speech corpus. In A. Ronzhin, R. Potapova, & N. Fakotakis (Eds.), Speech and Computer - 17th International Conference, SPECOM 2015, Proceedings (pp. 144-152). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9319). Springer. https://doi.org/10.1007/978-3-319-23132-7_18
Kaya, H., Özkaptan, T., Salah, A. A., & Gurgen, F. (2015). Random discriminative projection based feature selection with application to conflict recognition. IEEE Signal Processing Letters, 22(6), 671-675. Article 6936899. https://doi.org/10.1109/LSP.2014.2365393
Kaya, H., Karpov, A. A., & Salah, A. A. (2015). Fisher vectors with cascaded normalization for paralinguistic analysis. In INTERSPEECH-2015 (Vol. 2015-January, pp. 909-913). (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).
Kaya, H., Gürpinar, F., Afshar, S., & Salah, A. A. (2015). Contrasting and combining least squares based learners for emotion recognition in the wild. In ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction (pp. 459-466). Association for Computing Machinery. https://doi.org/10.1145/2818346.2830588

2014

Wetenschappelijke publicaties

Dibeklioǧlu, H., Salah, A. A., & Gevers, T. (2014). Yüz dinamikleri ile akrabalik doǧrulamasi. In 2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings (pp. 1906-1909). Article 6830627 (2014 22nd Signal Processing and Communications Applications Conference, SIU 2014 - Proceedings). IEEE Computer Society CPS. https://doi.org/10.1109/SIU.2014.6830627
Salah, A. A., Schouten, B. A. M., Göbel, S., & Arnrich, B. (2014). Playful interactions and serious games. Journal of Ambient Intelligence and Smart Environments, 6(3), 259-262. https://doi.org/10.3233/AIS-140261
Salah, A. A. (2014). Natural multimodal interaction with a social robot: What are the premises? In RFMIR 2014 - Proceedings of the 2014 ACM Roadmapping the Future of Multimodal Interaction Research Including Business Opportunities and Challenges, Co-located with ICMI 2014 https://doi.org/10.1145/2666253.2666261
Kaya, H., Salah, A. A., Gurgen, S. F., & Ekenel, H. (2014). Protocol and baseline for experiments on Bogazici University Turkish emotional speech corpus. In 2014 22nd Signal Processing and Communications Applications Conference (SIU) https://doi.org/10.1109/siu.2014.6830575
Dibeklioğlu, H., Gevers, T., Lucassen, M., & Salah, A. A. (2014). The role of color and contrast in facial age estimation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8749, 52-61. https://doi.org/10.1007/978-3-319-11839-0_5
Demiröz, B. E., Salah, A. A., & Akarun, L. (2014). Coupling fall detection and tracking in omnidirectional cameras. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8749, 73-85. https://doi.org/10.1007/978-3-319-11839-0_7
Koçberber, Ç., & Salah, A. A. (2014). Video retargeting: Video saliency and optical flow based hybrid approach. In Intelligent Cinematography and Editing - Papers Presented at the 28th AAAI Conference on Artificial Intelligence, Technical Report (Vol. WS-14-06, pp. 28-34). AI Access Foundation.
Balci, K., & Salah, A. A. (2014). Automatic analysis and identification of verbal aggression and abusive behaviors for online social games. Computers in Human Behavior, 53, 517-526. Article 2946. https://doi.org/10.1016/j.chb.2014.10.025
Guneysu, A., Siyli, R. D., & Salah, A. A. (2014). Auto-evaluation of motion imitation in a child-robot imitation game for upper arm rehabilitation. In S. Sabanovic, R. Loureiro, Y. Nagai, A. Alissandrakis, A. Tapus, & F. Tanaka (Eds.), IEEE RO-MAN 2014 - 23rd IEEE International Symposium on Robot and Human Interactive Communication: Human-Robot Co-Existence: Adaptive Interfaces and Systems for Daily Life, Therapy, Assistance and Socially Engaging Interactions (pp. 199-204). Article 6926253 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ROMAN.2014.6926253
Aslantaş, G., Gürgen, F., & Salah, A. A. (2014). GA-NN approach for ECG feature selection in rule based arrhythmia classification. Neural Network World, 24(3), 267-283. https://doi.org/10.14311/NNW.2014.24.016
Kaya, H., & Salah, A. A. (2014). Combining modality-specific extreme learning machines for emotion recognition in the wild. In ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction (pp. 487-493). Association for Computing Machinery. https://doi.org/10.1145/2663204.2666273
Park, H. S., Salah, A. A., Lee, Y. J., Morency, L. P., Sheikh, Y., & Cucchiara, R. (2014). Human Behavior Understanding: 5th International Workshop, HBU 2014 Zurich, Switzerland, September 12, 2014 Proceedings. In H. S. Park, A. A. Salah, R. Cucchiara, Y. Sheikh, L-P. Morency, & Y. J. Lee (Eds.), Human Behavior Understanding - 5th International Workshop, HBU 2014, Proceedings (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8749 LNCS). Springer. https://doi.org/10.1007/978-3-319-11839-0
Kaya, H., & Salah, A. A. (2014). Eyes whisper depression: A CCA based multimodal approach. In MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia (pp. 961-964). Association for Computing Machinery. https://doi.org/10.1145/2647868.2654978
Kaya, H., & Salah, A. A. (2014). Continuous mapping of personality traits: A novel challenge and failure conditions. In MAPTRAITS 2014 - Proceedings of the 1st ACM Audio/Video Mapping Personality Traits Challenge and Workshop, Co-located with ICMI 2014 (pp. 17-24). Association for Computing Machinery. https://doi.org/10.1145/2668024.2668025
Kaya, H., Eyben, F., Salah, A. A., & Schuller, B. (2014). CCA based feature selection with application to continuous depression recognition from acoustic speech features. In 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014 (pp. 3729-3733). Article 6854298 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASSP.2014.6854298
Kaya, H., Özkaptan, T., Salah, A. A., & Gürgen, S. F. (2014). Canonical correlation analysis and local fisher discriminant analysis based multi-view acoustic feature reduction for physical load prediction. In INTERSPEECH-2014 (pp. 442-446). (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).
Kaya, H., Çilli, F., & Salah, A. A. (2014). Ensemble CCA for continuous emotion prediction. In AVEC 2014 - Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, Workshop of MM 2014 (pp. 19-26). Association for Computing Machinery. https://doi.org/10.1145/2661806.2661814

2013

Wetenschappelijke publicaties

Derman, E., Gecici, Y. K., & Salah, A. A. (2013). Short term face recognition for Automatic Teller Machine (ATM) users. In 2013 International Conference on Electronics, Computer and Computation, ICECCO 2013 (pp. 111-114). Article 6718241 (2013 International Conference on Electronics, Computer and Computation, ICECCO 2013). IEEE Computer Society CPS. https://doi.org/10.1109/ICECCO.2013.6718241
Görer, B., Salah, A. A., & Akin, H. L. (2013). A robotic fitness coach for the elderly. In Ambient Intelligence - 4th International Joint Conference, AmI 2013, Proceedings (pp. 124-139). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8309 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-03647-2_9
Salah, A. A., Hung, H., Aran, O., & Gunes, H. (2013). Creative applications of human behavior understanding. In Human Behavior Understanding - 4th International Workshop, HBU 2013, Proceedings (pp. 1-14). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8212 LNCS). https://doi.org/10.1007/978-3-319-02714-2_1
Yücel, Z., Salah, A. A., Meriçli, Ç., Meriçli, T., Valenti, R., & Gevers, T. (2013). Joint Attention by Gaze Interpolation and Saliency. IEEE Transactions on Cybernetics, 43(3), 829-842. Article 6320663. https://doi.org/10.1109/TSMCB.2012.2216979
Akdag Salah, A. A., & Salah, A. A. (2013). Flow of innovation in deviantArt: Following artists on an online social network site. Mind and Society, 12(1), 137-149. https://doi.org/10.1007/s11299-013-0113-9
Görer, B., Salah, A. A., & Akin, H. L. (2013). Egzersiz eǧitmeni robotu için hareket takliti. In 2013 21st Signal Processing and Communications Applications Conference, SIU 2013 Article 6531553 https://doi.org/10.1109/SIU.2013.6531553
Dibekliǒglu, H., Salah, A. A., & Gevers, T. (2013). Yüz ifadesi dinamiklerine dayali yaş kestirimi. In 2013 21st Signal Processing and Communications Applications Conference, SIU 2013 Article 6531538 https://doi.org/10.1109/SIU.2013.6531538
Salah, A. A., Manovich, L., Salah, A. A., & Chow, J. (2013). Combining cultural analytics and networks analysis: studying a social network site with user-generated content. Journal of Broadcasting and Electronic Media, 57(3), 409-426. https://doi.org/10.1080/08838151.2013.816710
Salah, A. A., Hung, H., Aran, O., & Gunes, H. (2013). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8212 LNCS. https://doi.org/10.1007/978-3-319-02714-2

2012

Wetenschappelijke publicaties

Tomlinson, B., Ross, J., Andre, P., Baumer, E. P. S., Patterson, D. J., Corneli, J., Mahaux, M., Nobarany, S., Lazzari, M., Penzenstadler, B., Torrance, A. W., Callele, D. J., Olson, G. M., Silberman, S., Ständer, M., Palamedi, F. R., Salah, A. A., Morrill, E., Franch, X., ... Saper, C. (2012). Massively distributed authorship of academic papers. In Extended Abstracts - The 30th ACM Conference on Human Factors in Computing Systems, CHI 2012 (pp. 11-20). (Conference on Human Factors in Computing Systems - Proceedings). https://doi.org/10.1145/2212776.2212779
Dibeklioǧlu, H., Gevers, T., Salah, A. A., & Valenti, R. (2012). A smile can reveal your age: Enabling facial dynamics in age estimation. In MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia (pp. 209-218). (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia). https://doi.org/10.1145/2393347.2393382
Dibeklioǧlu, H., Salah, A. A., & Gevers, T. (2012). Are you really smiling at me? Spontaneous versus posed enjoyment smiles. In Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings (PART 3 ed., pp. 525-538). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7574 LNCS, No. PART 3). https://doi.org/10.1007/978-3-642-33712-3_38
Salah, A. A., & Lepri, B. (2012). Challenges of human behavior understanding for inducing behavioral change. In Constructing Ambient Intelligence - AmI 2011 Workshops, Revised Selected Papers (pp. 249-251). (Communications in Computer and Information Science; Vol. 277 CCIS). https://doi.org/10.1007/978-3-642-31479-7_43
Salah, A. A., Salah, A. A., Buter, B., Dijkshoorn, N., Modolo, D., Nguyen, Q., van Noort, S., & van de Poel, B. (2012). Deviantart in spotlight: A network of artists. Leonardo, 45(5), 486-487. https://doi.org/10.1162/LEON_a_00454
Salah, A. A., Scharnhorst, A., Bosch, O. T., Doorn, P., Manovich, L., & Salah, A. A. (2012). Significance of visual interfaces in institutional and user-generated databases with category structures. In PATCH 2012 - Proceedings of the 2012 ACM Workshop on Personalized Access to Cultural Heritage, Co-located with ACM Multimedia 2012 (pp. 7-10). (PATCH 2012 - Proceedings of the 2012 ACM Workshop on Personalized Access to Cultural Heritage, Co-located with ACM Multimedia 2012). https://doi.org/10.1145/2390867.2390870
Dibeklioglu, H., Salah, A. A., & Gevers, T. (2012). Yüz i̇fadesi̇ ve harekete dayali etki̇leşi̇mde kullaniciya uyum saǧlama. In 2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings Article 6204811 https://doi.org/10.1109/SIU.2012.6204811
Lepri, B., Salah, A. A., Pianesi, F., & Pentland, A. S. (2012). Human behavior understanding for inducing behavioral change: Social and theoretical aspects. In Constructing Ambient Intelligence - AmI 2011 Workshops, Revised Selected Papers (pp. 252-263). (Communications in Computer and Information Science; Vol. 277 CCIS). https://doi.org/10.1007/978-3-642-31479-7_44
Demiröz, B. E., Ari, I., Eroǧlu, O., Salah, A. A., & Akarun, L. (2012). Feature-based tracking on a multi-omnidirectional camera dataset. In 5th International Symposium on Communications Control and Signal Processing, ISCCSP 2012 Article 6217867 https://doi.org/10.1109/ISCCSP.2012.6217867
Demiröz, B. E., Salah, A. A., & Akarun, L. (2012). Çevresel zeka uygulamalari i̇çi̇n tüm yönlü kamera kullanimi. In 2012 20th Signal Processing and Communications Applications Conference, SIU 2012, Proceedings Article 6204823 https://doi.org/10.1109/SIU.2012.6204823
Dibeklioglu, H., Salah, A. A., & Gevers, T. (2012). A statistical method for 2-D facial landmarking. IEEE Transactions on Image Processing, 21(2), 844-858. Article 5963714. https://doi.org/10.1109/TIP.2011.2163162

2011

Wetenschappelijke publicaties

Dibeklioǧlu, H., Valenti, R., Salah, A. A., & Gevers, T. (2011). Doǧal ve yapma gülüşlerin siniflandirilmasi. In 2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011 (pp. 1165-1168). Article 5929572 (2011 IEEE 19th Signal Processing and Communications Applications Conference, SIU 2011). https://doi.org/10.1109/SIU.2011.5929572
Dibeklioğlu, H., Ortega Hortas, M., Kosunen, I., Zuzánek, P., Salah, A. A., & Gevers, T. (2011). Design and implementation of an affect-responsive interactive photo frame. Journal on Multimodal User Interfaces, 4(2), 81-95. https://doi.org/10.1007/s12193-011-0057-5
Salah, A. A., Pantic, M., & Vinciarelli, A. (2011). Recent developments in social signal processing. In 2011 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2011 - Conference Digest (pp. 380-385). Article 6083695 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics). https://doi.org/10.1109/ICSMC.2011.6083695
Salah, A. A., Han, J., Pauwels, E., & De Zeeuw, P. (2011). Multimodal monitoring of cultural heritage sites and the FIRESENSE project. In Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11 https://doi.org/10.1145/2093698.2093850
Salah, A. A., Gevers, T., & Vinciarelli, A. (2011). Introduction to the affect-based human behavior understanding special issue. IEEE Transactions on Affective Computing, 2(2), 64-65. Article 6035938. https://doi.org/10.1109/T-AFFC.2011.16

2010

Wetenschappelijke publicaties

Dibeklioǧlu, H., Valenti, R., Salah, A. A., & Gevers, T. (2010). Eyes do not lie: Spontaneous versus posed smiles. In MM'10 - Proceedings of the ACM Multimedia 2010 International Conference (pp. 703-706). (MM'10 - Proceedings of the ACM Multimedia 2010 International Conference). https://doi.org/10.1145/1873951.1874056
Poh, N., Chan, C. H., Kittler, J., Marcel, S., Cool, C. M., Rúa, E. A., Castro, J. L. A. A., Villegas, M., Paredes, R., Štruc, V., Pavešić, N., Salah, A. A., Fang, H., & Costen, N. (2010). An Evaluation of Video-to-Video Face Verification. IEEE Transactions on Information Forensics and Security, 5(4), 781-801. Article 5580093. https://doi.org/10.1109/TIFS.2010.2077627

2009

Wetenschappelijke publicaties

Poh, N., Bourlai, T., Kittler, J., Allano, L., Alonso-Fernandez, F., Ambekar, O., Baker, J., Dorizzi, B., Fatukasi, O., Fierrez, J., Ganster, H., Ortega-Garcia, J., Maurer, D., Salah, A. A., Scheidat, T., & Vielhauer, C. (2009). Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion Algorithms. IEEE Transactions on Information Forensics and Security, 4(4), 849-866. Article 5290123. https://doi.org/10.1109/TIFS.2009.2034885

2008

Wetenschappelijke publicaties

Akdağ Salah, A. A., & Salah, A. A. (2008). Technoscience art: A bridge between neuroesthetics and art history? Review of General Psychology. https://doi.org/10.1037/1089-2680.12.2.147

2002

Wetenschappelijke publicaties

Salah, A. A., Alpaydin, E., & Akarun, L. (2002). A selective attention-based method for visual pattern recognition with application to handwritten digit recognition and face recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(3), 420-425. Article 990146. https://doi.org/10.1109/34.990146