Publications
Book Chapters
BC4. Subramanian Ramanathan, Syed Omer Gilani, Nicu Sebe, “Utilizing Implicit User Cues for Multimedia Analytics”, Book: Frontiers of Multimedia Research, S.F. Chang, Ed., Morgan & Claypool, (publication expected in Summer 2017).
BC3. Xavier Alameda-Pineda, Subramanian Ramanathan, Elisa Ricci, Oswald Lanz and Nicu Sebe, “SALSA: A multimodal dataset for the automated analysis of free-standing social interactions”, Book: Group and Crowd Behavior for Computer Vision, V. Murino, M. Cristani, S. Shah, and S. Savarese, Eds., Elsevier, (publication expected in Winter 2016).
BC2. Elisa Ricci, Yan Yan, Anoop K. Rajagopal, Subramanian Ramanathan, Radu L. Vieriu, Oswald Lanz and Nicu Sebe, “Exploring multi-task and transfer learning algorithms for head pose estimation in dynamic multi-view scenarios”, Book: Group and Crowd Behavior for Computer Vision, V. Murino, M. Cristani, S. Shah, and S. Savarese, Eds., Elsevier, (publication expected in Winter 2016).
BC1. Subramanian Ramanathan, A.A. Kassim, “A Survey of Popular 3D Soft-body Animation Compression Approaches”. Book: Computer Animation, Nova Publishers, 2010. (link)
Journals
2019
M Wahid, A Waris, SO Gilani, Subramanian Ramanathan, "The Effect of Eye Movements in Response to Different Types of Scenes Using a Graph-Based Visual Saliency Algorithm" Applied Sciences 9 (24), 5378
2017
J13. JagannadanVaradarajan, Subramanian Ramanathan, Samuel Rota-Bulo, Narendra Ahuja, Oswald Lanz, Elisa Ricci, “Joint Estimation of Human Pose and Conversational Groups from Social Scenes”, Int’l Journal of Computer Vision, Special Issue on Looking at People (accepted with minor revision).
J12. Vassilios Vonikakis, Subramanian Ramanathan, Jonas Arnfred, Stefan Winkler, “A Probabilistic Approach to People-Centric Image Selection and Sequencing”, IEEETrans. OnMultimedia (accepted with minor revision).
2016
J11. Subramanian Ramanathan, Julia Wache, Mojtaba Khomami Abadi, Radu-Laurentiu Vieriu, Nicu Sebe, Stefan Winkler, “ASCERTAIN: Emotion and Personality Recognition using Commercial Sensors”, IEEE Trans. in Affective Computing (to appear, link).
2015
J10. Xavier Alameda-Pineda, Jacopo Staiano, Subramanian Ramanathan, Ligia Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe, “SALSA: A Novel Dataset for Multimodal Group Behavior Analysis”, IEEE Trans. on Pattern Analysis and Machine Intelligence SI on Multimodal Human Pose Recovery and Behavior Understanding, 2015 (to appear, pdf).
J9. Yan Yan, Elisa Ricci, Subramanian Ramanathan, Gaowen Liu, Oswald Lanz, Nicu Sebe, “A Multi-task Learning Framework for Head Pose Estimation under Target Motion”, IEEE Trans. on Pattern Analysis and Machine Intelligence, 2015 (to appear, pdf).
J8. Gaowen Liu, Yan Yan, Subramanian Ramanathan, Jingkuan Song, Guoyu Liu, Nicu Sebe, “Active Domain Adaptation with Noisy Labels for Multimedia Analysis” World-wide Web Journal, 2015 (to appear, pdf).
J7. Mojtaba Khomami Abadi, Subramanian Ramanathan, Seyed Mostafa Kia, Paolo Avesani, Ioannis Patras, Nicu Sebe, “DECAF: MEG-based Multimodal Database for Decoding Affective Physiological Responses”, IEEE Trans. in Affective Computing, SI on Advances in Affective Analysis in Multimedia, vol. 6(3), 2015 (pdf).
2014
J6. Yan Yan, Elisa Ricci, Subramanian Ramanathan, Gaowen Liu, Nicu Sebe, “Multi-task Linear Discriminant Analysis for View Invariant Action Recognition”, IEEE Transactions in Image Processing, 2014 (pdf).
J5. Subramanian Ramanathan, Divya Shankar, Nicu Sebe, David Melcher, “Emotion modulates eye movement patterns and subsequent memory for the gist and details of movie scenes”, (to appear in the Journal of Vision) (pdf).
J4. Anoop K. Rajagopal, Subramanian Ramanathan, Elisa Ricci, Radu L. Vieriu, Oswald Lanz, Kalpathi. Ramakrishnan, Nicu Sebe, “Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Videos”, (to appear in the International Journal of Computer Vision- Special issue on Domain adaptation for Vision Applications- DOI: 10.1007/s11263-013-0692-2) (pdf).
2013
J3. David Melcher, Subramanian Ramanathan, Divya Shankar, Nicu Sebe, “The influence of emotion on eye fixations for Hollywood movies”, Journal of Eye Movement Research, (17th European Conference on Eye Movements abstracts), 2013. (pdf)
2012
J2. Bruno Lepri, Subramanian Ramanathan, Kyriaki Kalimeri, Jacopo Staiano, Fabio Pianesi and Nicu Sebe, “Connecting meeting behavior with Extraversion – A systematic study”, IEEE Transactions on Affective Computing, vol. 3 (4), 2012. (link)
2007
J1. Subramanian Ramanathan, Ashraf A. Kassim and Tiow Seng Tan, “Impact of Vertex Clustering on registration-based 3D dynamic mesh coding – A study”, Image and Vision Computing, 2007. (link)
International Conferences and Workshops
2020
A Shukla, SS Gullapuram, H Katti, M Kankanhalli, S Winkler, Subramanian Ramanathan "Recognition of Advertisement Emotions with Application to Computational Advertising" IEEE Transactions on Affective Computing
2018
C44. Maneesh Bilalpur, Stefan Winkler, Mohan Kankanhalli, Subramanian Ramanathan, “EEG-based Evaluation of Cognitive Workload Induced by Psychoacoustic Parameters for Data Sonification” Int’Conf. on Multimodal Interaction (ICMI), 2018.
C43. Abhinav Shukla, Harish Katti, Mohan Kankanhalli, Subramanian Ramanathan, “Looking Beyond a Clever Narrative: Visual Context and Attention are Primary Drivers of Affect in Video Advertisements”, Int’l Conf. on Multimodal Interaction (ICMI), 2018 ORAL).
C42. Viral Parekh, Pin Sym Foong, Shengdong Zhao, Subramanian Ramanathan, “AVEID: Automatic Video System for Measuring Engagement In Dementia”, Intelligent User Interfaces (IUI), 2018 (Acceptance rate 23%).
2017
C35. JagannadanVaradarajan, Subramanian Ramanathan, Pierre Moulin, Narendra Ahuja, Jean-Marc Odobez,“Active Online Anomaly Detection using Gaussian Process Classification”, IEEE Winter Conference on Applications of Computer Vision (WACV), 2017.
2016
C34. Stefan Winkler, Ye Zhu, Subramanian Ramanathan, Tian-Tsong Ng, Rama Ratnam, “Comparison of human and machine performance for copy-move image forgery detection involving similar but genuine objects”, IEEE Region 10 conference (TENCON), 2016.
C33. Bihan Wen, Ye Zhu, Subramanian Ramanathan, Tian-Tsong Ng, Xuanjing Shen, Stefan Winkler, “COVERAGE– A Novel Database for Copy-Move Forgery Detection”, Int’l Conf. on Image Processing (ICIP), 2016. (Oral)
C32. Vassilios Vonikakis, Subramanian Ramanathan, Stefan Winkler, “Shaping datasets: Optimal data selection for specific target distributions”, Int’l Conf. on Image Processing (ICIP), 2016.
2015
C31. Julia Wache, Subramanian Ramanathan, Mojtaba Khomami Abadi, Radu L. Vieriu, Nicu Sebe, Stefan Winkler, “Implicit User-centric Personality Recognition Based on Physiological Responses to Emotional Videos”, Int’l Conference on Multimodal Interaction (ICMI), 2015 (pdf).
C30. Elisa Ricci, Jagannadan Varadarajan, Subramanian Ramanathan, Samuel Rota Bulò, Oswald Lanz, Narendra Ahuja, “Synergetically Uncovering Interactions and Interactors– Joint Estimation of Head, Body Orientation and F-formations from Surveillance Videos”, Int’l Conference on Computer Vision (ICCV), 2015 (Oral, pdf).
C29. Subramanian Ramanathan, Jagannadan Varadarajan, Elisa Ricci, Oswald Lanz, Stefan Winkler, “Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes”, ACM Int’l Conference on Multimedia (ACM-MM), 2015 (pdf, poster).
C28. Anoop K. Rajagopal, Subramanian Ramanathan, Vassilios Vonikakis, Kalpathi Ramakrishnan, Stefan Winkler, “On the Utility of Canonical Correlation Analysis for Domain Adaptation in Multi-view Headpose Estimation”, Int’l Conf. on Image Processing (ICIP), 2015 (link).
C27. Syed Omer Gilani, Subramanian Ramanathan, Yan Yan, David Melcher, Nicu Sebe, Stefan Winkler, “An eye-tacking dataset for Animal Centric Pascal Object Classes”, Int’l Conf. on Multimedia & Expo (ICME), 2015 (Oral, link).
2014
C26. Vassilios Vonikakis, Subramanian Ramanathan, Jonas Arnfred, Stefan Winkler, “Modeling Image Appeal Based on Crowd Preferences for Automated Person-Centric Collage Creation”, CrowdMM 2014 (co-located with ACM Multimedia) (pdf)
C25. Mojtaba Khomami Abadi, Azad Abad, Subramanian Ramanathan, Negar Rostamzadeh, Jagannadan Varadarajan, Elisa Ricci, Nicu Sebe, “A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations”, CrowdMM 2014 (co-located with ACM Multimedia) (pdf)
C24. Yan Yan, Subramanian Ramanathan, Elisa Ricci, Oswald Lanz, Nicu Sebe, "Evaluating Multi-task Learning for Multi-view Head-pose Classification in Interactive Environments", International Conference on Pattern Recognition (ICPR), 2014. (Recipient of IBM Best student paper award) (pdf)
C23. Yan Yan, Elisa Ricci, Gaowen Liu, Subramanian Ramanathan, Nicu Sebe, "Clustered Multi-Task Linear Discriminant Analysis for
View Invariant Color-Depth Action Recognition", International Conference on Pattern Recognition (ICPR), 2014. (pdf)
C22. Shengdong Zhao, Xiaojun Meng, Yongfeng Huang, Zhongyuan Zhang, James Eagan, Subramanian Ramanathan, “WADE: Simplified GUI Add-on Development for Third-party Software”, ACM Conference on Human Factors in Computing (CHI), 2014. (pdf)
C21. Stefan Winkler, Florian Savoy, Subramanian Ramanathan "X-EYE: A reference format for eyetracking data to facilitate analysis across databases", Accepted to Electronic Imaging 2014 (Oral). (pdf)
2013
C20. Yan Yan, Elisa Ricci, Subramanian Ramanathan, Oswald Lanz, Nicu Sebe, “Multi-view Head Pose Classification under Positional Variation: A Flexible Graph-guided Multi-task Learning Approach”, Int’l Conference on Computer Vision (ICCV), 2013 (Poster). (pdf)
C19. Subramanian Ramanathan, Yan Yan, Jacopo Staiano, Oswald Lanz, Nicu Sebe, “On the relationship between head pose, social attention and personality prediction in unstructured and dynamic group interactions”, Int’l Conference on Multimodal Interaction (ICMI), 2013 (Oral). (pdf)
C18. Vassilios Vonikakis, Subramanian Ramanathan and Stefan Winkler, “How do users make a People-Centric slideshow?”, ACM Workshop on Crowdsourcing for Multimedia, 2013. (pdf)
C17. Mojtaba Khomami Abadi, Seyed Mostafa Kia, Subramanian Ramanathan, Paolo Avesani, Nicu Sebe, “User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses”, Affective Computing and Intelligent Interaction (ACII), 2013 (Oral). (pdf)
C16. Syed Omer Gilani, Subramanian Ramanathan, Huang Hua, Stefan Winkler, Shih-Cheng Yen, “Impact of Image Appeal on Visual Attention during Photo Triaging”, Int’l Conference on Image Processing (ICIP), 2013. (pdf)
C15. Stefan Winkler, Subramanian Ramanathan, “Overview of eye tracking datasets”, Workshop on Quality of Multimedia Experience (QoMEX), 2013. (pdf)
C14. Mojtaba Khomami Abadi, Seyed Mostafa Kia, Subramanian Ramanathan, Paolo Avesani, Nicu Sebe, “Decoding affect in videos employing the MEG brain signal”, Workshop on Emotion Representation, Analysis and Synthesis in Continuous Time and Space (EmoSpace), 2013. (pdf)
2012
C13. Anoop K. Rajagopal, Subramanian Ramanathan, Radu L. Vieriu, Elisa Ricci, Oswald Lanz, Kalpathi. Ramakrishnan, Nicu Sebe, "An Adaptation Framework for Head Pose Estimation in Dynamic Multi-view Scenarios", Asian Computer on Computer Vision (ACCV), 2012 (Poster). (link)
C12. Yan Yan, Subramanian Ramanathan, Oswald Lanz, Nicu Sebe, “Active transfer learning for multi-view head-pose classification”, Int’l Conference on Pattern Recognition (ICPR), 2012. (link)
C11. Radu L. Vieriu, Anoop K. Rajagopal, Subramanian Ramanathan, Oswald Lanz, Elisa Ricci, Nicu Sebe, Kalpathi Ramakrishnan, “A boosting-based transfer learning framework for multi-view head-pose classification from surveillance videos”, European Signal Processing Conference (EUSIPCO), 2012. (link)
2011
C10. Subramanian Ramanathan, Victoria Yanulevskaya, Nicu Sebe, "Can computers learn from humans to see better? Inferring scene semantics from viewers’ eye movements", ACM Int’l Conference on Multimedia (ACM-MM), 2011 (Oral). (link)
C9. Jacopo Staiano, Bruno Lepri, Subramanian Ramanathan, Fabio Pianesi, Nicu Sebe, "Automatic Modeling of Personality States in Small Group Interactions", ACM Int’l Conference on Multimedia (ACM-MM), 2011 (Poster). (link)
2010
C8. Subramanian Ramanathan, Jacopo Staiano, Kyriaki Kalimeri, Nicu Sebe, Fabio Pianesi, "Putting the pieces together: multimodal analysis of social attention in meetings", ACM Int’l Conference on Multimedia (ACM-MM), 2010 (Poster). (link)
C7. Harish Katti, Subramanian Ramanathan, Mohan S. Kankanhalli, Nicu Sebe, Tat-Seng Chua, Kalpathi R. Ramakrishnan, "Making computers look the way we look: exploiting visual attention for image understanding", ACM Int’l Conference on Multimedia (ACM-MM), 2010 (Poster). (pdf)
C6. Bruno Lepri, Subramanian Ramanathan, Kyriaki Kalimeri, Jacopo Staiano, Fabio Pianesi, Nicu Sebe, "Employing social gaze and speaking activity for automatic determination of the Extraversion trait", Int’l Conference on Multimodal Interaction (ICMI), 2010 (Oral). (pdf)
C5. Subramanian Ramanathan, Harish Katti, Nicu Sebe, Mohan S. Kankanhalli, Tat-Seng Chua, "An Eye Fixation Database for Saliency Detection in Images", European Conference on Computer Vision (ECCV), 2010 (Poster). (pdf)
2009
C4. Subramanian Ramanathan, Harish Katti, Raymond Huang, Tat-Seng Chua, Mohan S. Kankanhalli, "Automated localization of affective objects and actions in images via caption text-cum-eye gaze analysis", ACM Int’l Conference on Multimedia (ACM-MM), 2009 (Poster). (link)
C3. Xiangyu Wang, Subramanian Ramanathan, Mohan S. Kankanhalli, "A robust framework for aligning lecture slides with video", Int’l Conference on Image Processing (ICIP) 2009. (link)
2006
C2. Subramanian Ramanathan, Ashraf Kassim, Y.V. Venkatesh and Wu Sin Wah, "Human Facial Expression Recognition using a 3D Morphable model", Int’l Conference on Image Processing (ICIP) 2006 (Oral). (link)
2004
C1. Subramanian Ramanathan, A.A. Kassim, S Gupta and K Sengupta, "Multi-Resolution Streaming And Rendering Of 3-D Dynamic Data", Int’l Conference on Image Processing (ICIP), 2004. (link)