Ramanathan Subramanian

Research output

Research output per year 2004 2013 2014 2015 2017 2018 2022 2023 2024

• 54 Conference contribution
• 24 Article
• 5 Chapter
• 4 Paper
• 5 More
  • 3 Other chapter contribution
  • 1 Abstract
  • 1 Other

Research output per year

Research output per year

Search results

• 2023

  A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference

  Narayana, S., Radwan, I., Parameshwara, R., Abbasnejad, I., Asthana, A., Subramanian, R. & Goecke, R., 10 Sept 2023, 2023 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p. 10388146. (2023 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Labels 100%
  • Emotions 93%
  • Experiments 8%
  • Learning 7%
  1 Citation (Scopus)

• Design and Evaluation of a Virtual Reality Game to Improve Physical and Cognitive Acuity: VHB- A Virtual Reality Game to Improve Physical and Cognitive Acuity

  John, B., Subramanian, R. & Kurian, J., 8 Dec 2023, International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". De', R., Paul, S., Sarkar, S., KristiinaTuunainen, V., Fernandez, W., Nandhakumar, J., Santhanam, R., Burstein, F., Sarker, S., Oborn, E. & Chiarini Trembley, M. (eds.). 2023 ed. Hyderabad: Association for Information Systems, Vol. 16. p. 1-17 17 p. (International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies").

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Virtual reality 100%
  • Coordination reactions 82%
  • Aging of materials 60%
  • Health 27%
  • Data storage equipment 23%
  1 Citation (Scopus)

• Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning

  Parameshwara, R., Radwan, I., Asthana, A., Abbasnejad, I., Subramanian, R. & Goecke, R., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Bertini, M., Tobon Vallejo, D. P., Atrey, P. K. & Hossain, M. S. (eds.). United States: Association for Computing Machinery (ACM), p. 6161-6170 10 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Multi-task learning 100%
  • Labeling 72%
  • Supervised learning 11%
  • Deep learning 9%
  • Labels 9%
  3 Citations (Scopus)

• Examining Subject-Dependent and Subject-Independent Human Affect Inference from Limited Video Data

  Parameshwara, R., Radwan, I., Subramanian, R. & Goecke, R., 5 Jan 2023, 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition, FG 2023. IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. (2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition, FG 2023).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Memory architecture 100%
  • Long short-term memory 93%
  • Convolutional neural networks 73%
  • Labels 68%
  • Data structures 66%
  3 Citations (Scopus)

• Examining the Influence of Personality and Multimodal Behavior on Hireability Impressions

  Malik, H., Dhillon, H., Parameshwara, R., Goecke, R. & Subramanian, R., 15 Dec 2023, Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP '23). Jawahar, CV., Natarajan, V., Raman, S. & Balasuburamanian, V. (eds.). Association for Computing Machinery (ACM), p. 1-9 9 p. (ICVGIP'23).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Personality 100%
  • Cues 55%
  • Verbal Behavior 23%
  • Eye Movements 16%
  • Datasets 12%

• Explainable Depression Detection via Head Motion Patterns

  Gahalawat, M., Fernendez-Rojas, R., Guha, T., Subramanian, R. & Goecke, R., 9 Oct 2023, ICMI 2023 - Proceedings of the 25th International Conference on Multimodal Interaction. Andre, E., Chetouani, M., Vaufreydaz, D., Lucas, G., Schultz, T., Morency, L-P. & Vinciarelli, A. (eds.). United States: Association for Computing Machinery (ACM), p. 261-270 10 p. (ACM International Conference Proceeding Series).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Biomarkers 100%
  • Statistics 30%
  • Machine learning 29%
  2 Citations (Scopus)

• MAGIC-TBR: Multiview Attention Fusion for Transformer-based Bodily Behavior Recognition in Group Settings

  Madan, S., Jain, R., Sharma, G., Subramanian, R. & Dhall, A., 26 Oct 2023, Proceedings of the 31st ACM International Conference on Multimedia: MM23. El Saddik, A., Mei, T., Cucchiara, R., Bertini, M., Patricia, D., K. Atrey, P., Hossain, M. S., K. Saini, M. & Chang, M-C. (eds.). United States: Association for Computing Machinery (ACM), p. 9526-9530 5 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Fusion reactions 100%
  • Discrete cosine transforms 70%
  • Artificial intelligence 54%
  • Computer vision 52%
  • Experiments 22%

• MEDiC: Mitigating EEG Data Scarcity Via Class-Conditioned Diffusion Model

  Sharma, G., Dhall, A. & Subramanian, R., 27 Oct 2023, Deep Generative Models for Health Workshop NeurIPS 2023. Fortuin, V., Laguna, S., Manduchi, L., Mandt, S., Palumbo, E., F. Pradier, M. & Vogt, J. (eds.). MIT Press, p. 1-7 7 p.

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Electroencephalography 100%
  • Statistical Models 15%
  • Availability 12%
  • Experiments 6%
• 2022

  A Transformer Based Approach for Activity Detection

  Sharma, G., Dhall, A. & Subramanian, R., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 7155-7159 5 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Convolutional neural networks 100%
  • Fusion reactions 58%
  • Accelerometers 34%
  • Sensors 18%
  • Experiments 13%
  5 Citations (Scopus)

• Music Identification using brain responses to initial snippets

  Pandey, P., Sharma, G., Miyapuram, K. P., Subramanian, R. & Lomas, D., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Li, H. & Furui, S. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1246-1250 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Electroencephalography 100%
  • Brain 85%
  • Power spectrum 55%
  • Machine learning 38%
  • Classifiers 36%
  9 Citations (Scopus)

• Neural Encoding of Songs is Modulated by Their Enjoyment

  Sharma, G., Pandey, P., Subramanian, R., Miyapuram, K. P. & Dhall, A., 7 Nov 2022, ICMI 2022 - Proceedings of the 2022 International Conference on Multimodal Interaction. Association for Computing Machinery, Inc, p. 414-419 6 p. (ACM International Conference Proceeding Series).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Electroencephalography 100%
  • Brain 42%
  2 Citations (Scopus)

• To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion

  Narayana, S., Subramanian, R., Radwan, I. & Goecke, R., 7 Nov 2022, ICMI 2022 - Companion Publication of the 2022 International Conference on Multimodal Interaction. Tumuluri, R., Sebe, N., Pingali, G. & Jayagopi, D. B. (eds.). New York: Association for Computing Machinery (ACM), p. 36-41 6 p. (ACM International Conference Proceeding Series).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Labels 100%
  • Convolutional neural networks 26%
  • Experiments 10%
  2 Citations (Scopus)
• 2021

  Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics

  Madan, S., Gahalawat, M., Guha, T. & Subramanian, R., 18 Oct 2021, ICMI 2021 - Proceedings of the 2021 International Conference on Multimodal Interaction. Hammal, Z., Busso, C., Pelachaud, C., Oviatt, S., Salah, A. A. & Zhao, G. (eds.). United States: Association for Computing Machinery (ACM), p. 435-443 9 p. (ICMI 2021 - Proceedings of the 2021 International Conference on Multimodal Interaction).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Long short-term memory 100%
  • Screening 80%
  • Convolutional neural networks 78%
  6 Citations (Scopus)

• This Explains That: Congruent Image–Report Generation for Explainable Medical Image Analysis with Cyclic Generative Adversarial Networks

  Pandey, A., Paliwal, B., Dhall, A., Subramanian, R. & Mahapatra, D., 2021, Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Proceedings. Reyes, M., Henriques Abreu, P., Cardoso, J., Hajij, M., Zamzmi, G., Rahul, P. & Thakur, L. (eds.). Netherlands: Springer, p. 34-43 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12929 LNCS).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Medical Image Analysis 100%
  • Medical Image 88%
  • Congruent 66%
  • Labeling 59%
  • Image analysis 58%

• ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency Prediction

  Jain, S., Yarlagadda, P., Jyoti, S., Karthik, S., Subramanian, R. & Gandhi, V., 2021, IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021. Přeučil, L. & Babuška, R. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3520-3527 8 p. (IEEE International Conference on Intelligent Robots and Systems).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Audiovisual 100%
  • Convolution 17%
  • Deep learning 15%
  • Interpolation 14%
  41 Citations (Scopus)
• 2020

  GAZEDA- Gaze-guided Cinematic Editing of Wide-Angle Monocular Video Recordings

  Moorthy, K. L. B., Kumar, M., Subramanian, R. & Gandhi, V., 21 Apr 2020, CHI 2020 - Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. Bernhaupt, R., Mueller, F., Verweij, D., Andres, J. & McGrenere, J. (eds.). United States: Association for Computing Machinery (ACM), p. 1-11 11 p. 3376544. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Video recording 100%
  • Cameras 55%
  16 Citations (Scopus)

• Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization

  Chugh, K., Gupta, P., Dhall, A. & Subramanian, R., 12 Oct 2020, MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia. Chen, C. W., Cucchiara, R., Hua, X-S., Qi, G-J., Ricci, E., Zhang, Z. & Zimmermann, R. (eds.). United States: Association for Computing Machinery (ACM), p. 439-447 9 p. (MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Audiovisual 100%
  • Entropy 24%
  • Experiments 10%
  96 Citations (Scopus)

• The eyes know it: FakeET- An Eye-tracking Database to Understand Deepfake Perception

  Gupta, P., Chugh, K., Dhall, A. & Subramanian, R., 21 Oct 2020, ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction. Truong, K. & Heylen, D. (eds.). United States: Association for Computing Machinery (ACM), p. 519-527 9 p. (ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Eye tracking 100%
  • Electroencephalography 82%
  • Eye movements 31%
  • Sensors 14%
  20 Citations (Scopus)
• 2018

  Investigating the generalizability of EEG-based cognitive load estimation across visualizations

  Parekh, V., Jawahar, C. V., Subramanian, R., Bilalpur, M., Winkler, S. & Kumar, S., 16 Oct 2018, ICMI '18: Proceedings of the 20th International Conference on Multimodal Interaction. p. 1-5 5 p.

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Electroencephalography 100%
  • Visualization 79%
  • Deep neural networks 50%
  • Convolutional neural networks 47%
  • Support vector machines 41%
  2 Citations (Scopus)

• Looking beyond a clever narrative: Visual context and attention are primary drivers of affect in video advertisements

  Shukla, A., Kankanhalli, M., Katti, H. & Subramanian, R., 2 Oct 2018, Proceedings of the 20th ACM International Conference on Multimodal Interaction (ICMI 2018). D’Mello, S. K., Georgiou, P., Scherer, S., Provost, E. M., Soleymani, M. & Worsley, M. (eds.). United States: Association for Computing Machinery (ACM), p. 210-219 10 p.

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Hinges 100%
  • Linguistics 89%
  • Statistics 71%
  11 Citations (Scopus)
• 2017

  Active online anomaly detection using dirichlet process mixture model and Gaussian process classification

  Varadarajan, J., Subramanian, R., Ahuja, N., Moulin, P. & Odobez, J. M., 11 May 2017, Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Medioni, G., Michael, D., Sanderson, C. & Turk, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 615-623 9 p. 7926657. (Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Anomaly detection 100%
  • Labeling 46%
  • Problem-Based Learning 27%
  • Unsupervised learning 27%
  • Video streaming 26%
  15 Citations (Scopus)

• Affect recognition in ads with application to computational advertising

  Shukla, A., Gullapuram, S. S., Katti, H., Yadati, K., Kankanhalli, M. & Subramanian, R., 23 Oct 2017, MM 2017 - Proceedings of the 2017 ACM Multimedia Conference. Liu, Q., Lienhart, R. & Wang, H. (eds.). United States: Association for Computing Machinery (ACM), p. 1148-1156 9 p. (MM 2017 - Proceedings of the 2017 ACM Multimedia Conference).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Marketing 100%
  • Convolutional neural networks 94%
  • Audiovisual 59%
  18 Citations (Scopus)

• Comparison of human and machine performance for copy-move image forgery detection involving similar but genuine objects

  Zhu, Y., Subramanian, R., Ng, T. T., Winkler, S. & Ratnam, R., 8 Feb 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Kappagantu, R., Alphones, A., Gupta, R. & Ong, MI. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1379-1383 5 p. 7848240. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 0).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Eye tracking 100%
  1 Citation (Scopus)

• Discovering gender differences in facial emotion recognition via implicit behavioral cues

  Bilalpur, M., Kia, S. M., Chua, T. S. & Subramanian, R., 2 Jul 2017, 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Busso, C. & Epps, J. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 119-124 6 p. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; vol. 2018-January).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Electroencephalography 100%
  • Masks 98%
  • Psychology Recognition 91%
  • Cues 90%
  • gender-specific factors 83%
  9 Citations (Scopus)

• Evaluating content-centric vs. user-centric ad affect recognition

  Shukla, A., Gullapuram, S. S., Katti, H., Yadati, K., Kankanhalli, M. & Subramanian, R., 3 Nov 2017, ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction. Lank, E., Hoggan, E., Subramanian, S., Vinciarelli, A. & Brewster, S. A. (eds.). United States: Association for Computing Machinery (ACM), p. 402-410 9 p. (ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction; vol. 2017-January).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Marketing 100%
  • Electroencephalography 99%
  • Convolutional neural networks 94%
  14 Citations (Scopus)

• Gender and emotion recognition with implicit user signals

  Bilalpur, M., Kia, S. M., Chawla, M., Chua, T. S. & Subramanian, R., 3 Nov 2017, ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction. Lank, E., Hoggan, E., Subramanian, S., Vinciarelli, A. & Brewster, S. A. (eds.). United States: Association for Computing Machinery (ACM), p. 379-387 9 p. (ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction; vol. 2017-January).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Electroencephalography 100%
  • Eye movements 38%
  • Brain 28%
  • Costs 13%
  • Experiments 12%
  25 Citations (Scopus)
• 2016

  COVERAGE - A novel database for copy-move forgery detection

  Wen, B., Zhu, Y., Subramanian, R., Ng, T. T., Shen, X. & Winkler, S., 3 Aug 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. Karam, L., Pereira, F. & Sharma, G. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 161-165 5 p. 7532339. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Benchmarking 100%
  • Masks 90%
  • Computer vision 80%
  249 Citations (Scopus)

• Shaping datasets: Optimal data selection for specific target distributions across dimensions

  Vonikakis, V., Subramanian, R. & Winkler, S., 3 Aug 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. Pereira, F. & Sharma, G. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3753-3757 5 p. 7533061. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Crowdsourcing 100%
  • Linear programming 78%
  • Redundancy 72%
  • Machine learning 62%
  • Testing 43%
  11 Citations (Scopus)
• 2015

  Implicit user-centric personality recognition based on physiological responses to emotional videos

  Wache, J., Subramanian, R., Abadi, M. K., Vieriu, R. L., Sebe, N. & Winkler, S., 9 Nov 2015, ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction. Zhang, Z., Cohen, P., Bohus, D., Horaud, R. & Meng, H. (eds.). United States: Association for Computing Machinery (ACM), p. 239-246 8 p. (ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Electrocardiography 100%
  • Electroencephalography 97%
  • Skin 88%
  • Sensors 52%
  22 Citations (Scopus)

• On the utility of canonical correlation analysis for domain adaptation in multi-view headpose estimation

  Anoop, K. R., Subramanian, R., Vonikakis, V., Ramakrishnan, K. R. & Winkler, S., 9 Dec 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. Dugelay, J-L. & Morin, A. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 4708-4712 5 p. 7351700. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Classifiers 100%
  1 Citation (Scopus)

• Uncovering interactions and interactors: Joint estimation of head, body orientation and f-formations from surveillance videos

  Ricci, E., Varadarajan, J., Subramanian, R., Bulo, S. R., Ahuja, N. & Lanz, O., 17 Feb 2015, 2015 International Conference on Computer Vision, ICCV 2015. United States: IEEE, Institute of Electrical and Electronics Engineers, p. 4660-4668 9 p. 7410886. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Cameras 100%
  • Experiments 50%
  49 Citations (Scopus)
• 2014

  Clustered multi-task linear discriminant analysis for view invariant color-depth action recognition

  Yan, Y., Ricci, E., Liu, G., Subramanian, R. & Sebe, N., 4 Dec 2014, Proceedings - International Conference on Pattern Recognition. Heyden, A., Laurendeau, D. & Felsberg, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3493-3498 6 p. 6977313. (Proceedings - International Conference on Pattern Recognition).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Discriminant analysis 100%
  • Color 66%
  • Cameras 65%
  • Multi-task learning 62%
  • Costs 8%
  12 Citations (Scopus)

• Evaluating multi-task learning for multi-view head-pose classification in interactive environments

  Yan, Y., Subramanian, R., Ricci, E., Lanz, O. & Sebe, N., 4 Dec 2014, Proceedings - International Conference on Pattern Recognition. Heyden, A., Laurendeau, D. & Felsberg, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 4182-4187 6 p. 6977429. (Proceedings - International Conference on Pattern Recognition).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Multi-task learning 100%
  • Cameras 52%
  11 Citations (Scopus)

• Modeling image appeal based on crowd preferences for automated person-centric collage creation

  Vonikakis, V., Subramanian, R., Arnfred, J. & Winkler, S., 7 Nov 2014, CrowdMM 2014 - Proceedings of the International Workshop on Crowdsourcing for Multimedia, Workshop of MM 2014. Redi, J. & Lux, M. (eds.). United States: Association for Computing Machinery (ACM), p. 9-15 7 p. (CrowdMM 2014 - Proceedings of the International Workshop on Crowdsourcing for Multimedia, Workshop of MM 2014).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Crowdsourcing 100%
  • Integer programming 45%
  • Statistics 31%
  7 Citations (Scopus)

• WADE: Simplified GUI add-on development for third-party software

  Meng, X., Zhao, S., Huang, Y., Zhang, Z., Eagan, J. R. & Subramanian, R., 2014, CHI 2014: One of a CHInd - Conference Proceedings, 32nd Annual ACM Conference on Human Factors in Computing Systems. Jones, M., Palanque, P., Schmidt, A. & Grossman, T. (eds.). United States: Association for Computing Machinery (ACM), p. 2221-2230 10 p. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Graphical user interfaces 100%
  8 Citations (Scopus)

• X-Eye: A reference format for eye tracking data to facilitate analyses across databases

  Winkler, S., Savoy, F. M. & Subramanian, R., 2014, Proceedings of SPIE-IS and T Electronic Imaging - Human Vision and Electronic Imaging XIX. Goma, S., Hemami, S., Kim, C-W. & Rabbani, M. (eds.). United States: SPIE, p. 1-10 10 p. 90140L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9014).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  Open Access

  • Eye Tracking 100%
  • Eye tracking 66%
  • format 55%
  • Saliency 50%
  • Eye Movements 22%
  4 Citations (Scopus)
• 2013

  An adaptation framework for head-pose classification in dynamic multi-view scenarios

  Rajagopal, A. K., Subramanian, R., Vieriu, R. L., Ricci, E., Lanz, O., Ramakrishnan, K. & Sebe, N., 2013, Computer Vision, ACCV 2012 - 11th Asian Conference on Computer Vision, Revised Selected Papers. Lee, K. M., Matsushita, Y., Rehg, J. M. & Hu, Z. (eds.). PART 2 ed. Netherlands: Springer, p. 652-666 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7725 LNCS, no. PART 2).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Scenarios 100%
  • Target 93%
  • Pose Estimation 92%
  • Framework 62%
  • Transfer Learning 51%
  13 Citations (Scopus)

• Decoding affect in videos employing the MEG brain signal

  Abadi, M. K., Kia, M., Subramanian, R., Avesani, P. & Sebe, N., 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013. Chellappa, R., Chen, X., Ji, Q., Pantic, M., Sclaroff, S. & Yin, L. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 6553809. (2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Decoding 100%
  • Brain 97%
  10 Citations (Scopus)

• How do users make a people-centric slideshow?

  Vonikakis, V., Subramanian, R. & Winkler, S., 2013, CrowdMM 2013 - Proceedings of the 2nd ACM International Workshop on Crowdsourcing for Multimedia. Chen, K-T., Chu, W-T. & Larson, M. (eds.). United States: Association for Computing Machinery (ACM), p. 13-14 2 p. (CrowdMM 2013 - Proceedings of the 2nd ACM International Workshop on Crowdsourcing for Multimedia).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Crowdsourcing 100%
  • Piles 40%
  • Experiments 30%
  2 Citations (Scopus)

• Impact of image appeal on visual attention during photo triaging

  Gilani, S. O., Subramanian, R., Hua, H., Winkler, S. & Yen, S. C., 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. Taubman, D. & Wu, M. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 231-235 5 p. 6738048. (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Semantics 100%
  8 Citations (Scopus)

• No matter where you are: Flexible graph-guided multi-task learning for multi-view head pose classification under target motion

  Yan, Y., Ricci, E., Subramanian, R., Lanz, O. & Sebe, N., 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Kutulakos, K., Ma, Y., Seitz, S. & Torr, P. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1177-1184 8 p. 6751256. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Multi-task learning 100%
  • Cameras 52%
  • Classifiers 35%
  • Geometry 15%
  • Experiments 8%
  107 Citations (Scopus)

• On the relationship between head pose, social attention and personality prediction for unstructured and dynamic group interactions

  Subramanian, R., Yan, Y., Staiano, J., Lanz, O. & Sebe, N., 2013, ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction. Epps, J., Cheng, F., Oviatt, S., Mase, K., Sears, A., Jokinen, K. & Schuller, B. (eds.). United States: Association for Computing Machinery (ACM), p. 3-10 8 p. (ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Error analysis 100%
  • Cameras 38%
  • Experiments 19%
  47 Citations (Scopus)

• User-centric affective video tagging from MEG and peripheral physiological responses

  Abadi, M. K., Kia, S. M., Subramanian, R., Avesani, P. & Sebe, N., 2013, Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013. Nijholt, A., Pantic, M. & D'Mello, S. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 582-587 6 p. 6681493. (Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Tagging 100%
  • Electrocardiography 63%
  • Brain 53%
  • Music 41%
  • Performance Prediction 24%
  15 Citations (Scopus)
• 2012

  Active transfer learning for multi-view head-pose classification

  Yan, Y., Subramanian, R., Lanz, O. & Sebe, N., 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012). p. 1168-1171 4 p. 6460345. (Proceedings - International Conference on Pattern Recognition).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Transfer learning 100%
  • Problem-Based Learning 19%
  • Labels 14%
  • Sampling 11%
  14 Citations (Scopus)

• Boosting-based transfer learning for multi-view head-pose classification from surveillance videos

  Vieriu, R. L., Rajagopal, A. K., Subramanian, R., Lanz, O., Ricci, E., Sebe, N. & Ramakrishnan, K., 2012, Proceedings of the 20th European Signal Processing Conference, EUSIPCO 2012. Pesquet-Popescu, B. & Burileanu, C. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 649-653 5 p. 6333884. (European Signal Processing Conference).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Transfer learning 100%
  • Lighting 22%
  • Experiments 9%
  7 Citations (Scopus)
• 2011

  Can computers learn from humans to see better? Inferring scene semantics from viewers' eye movements

  Subramanian, R., Yanulevskaya, V. & Sebe, N., 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. Candan, K. S., Panchanathan, S., Prabhakaran, B., Sundaram, H., Feng, W-C. & Sebe, N. (eds.). United States: Association for Computing Machinery (ACM), p. 33-42 10 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Eye movements 100%
  • Semantics 60%
  • Computer vision 18%
  • Prisms 13%
  • Linguistics 10%
  23 Citations (Scopus)
• 2010

  An eye fixation database for saliency detection in images

  Ramanathan, S., Katti, H., Sebe, N., Kankanhalli, M. & Chua, T. S., 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. Daniilidis, K., Marago, P. & Paragios, N. (eds.). 4 ed. Germany: Springer, p. 30-43 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6314 LNCS, no. PART 4).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Saliency 100%
  • Fixation 71%
  • Seed 38%
  • Mammals 25%
  • Semantics 25%
  159 Citations (Scopus)

• Employing social gaze and speaking activity for automatic determination of the Extraversion trait

  Lepri, B., Subramanian, R., Kalimeri, K., Staiano, J., Pianesi, F. & Sebe, N., 8 Nov 2010, International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction, ICMI-MLMI 2010. Gao, W., Lee, C-H., Yang, J., Chen, X., Eskenazi, M. & Zhang, Z. (eds.). United States: Association for Computing Machinery (ACM), p. 1–8 8 p. 1891913. (International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction, ICMI-MLMI 2010).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • speaking 100%
  • media behavior 67%
  • time 46%
  • personality traits 41%
  • group membership 39%
  28 Citations (Scopus)

• Making computers look the way we look: Exploiting visual attention for image understanding

  Katti, H., Subramanian, R., Kankanhalli, M., Sebe, N., Chua, T. S. & Ramakrishnan, K. R., 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. del Bimbo, A., Chang, S-F. & Smeulders, A. (eds.). United States: Association for Computing Machinery (ACM), p. 667-670 4 p. (MM'10 - Proceedings of the ACM Multimedia 2010 International Conference).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

  • Image understanding 100%
  • Detectors 58%
  • Semantics 25%
  • Object recognition 19%
  13 Citations (Scopus)

• Putting the pieces together: Multimodal analysis of social attention in meetings

  Subramanian, R., Staiano, J., Kalimeri, K., Sebe, N. & Pianesi, F., 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. del Bimbo, A., Chang, S-F. & Smeulders, A. (eds.). United States: Association for Computing Machinery (ACM), p. 659-662 4 p. (MM'10 - Proceedings of the ACM Multimedia 2010 International Conference).

  Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review
  21 Citations (Scopus)