Subramanian Ramanathan

Orcid: 0000-0001-9441-7074

According to our database1, Subramanian Ramanathan authored at least 103 papers between 1992 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Mood as a Contextual Cue for Improved Emotion Inference.
CoRR, 2024

EEG-based Cognitive Load Estimation of Acoustic Parameters for Data Sonification.
CoRR, 2024

2023
A Virtual Reality Game to Improve Physical and Cognitive Acuity.
CoRR, 2023

Focus on Change: Mood Prediction by Learning Emotion Changes via Spatio-Temporal Attention.
CoRR, 2023

Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics.
CoRR, 2023

Hierarchical Autoencoder Frequency Features for Stress Detection.
IEEE Access, 2023

Multimodal Hierarchical CNN Feature Fusion for Stress Detection.
IEEE Access, 2023

Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

MAGIC-TBR: Multiview Attention Fusion for Transformer-based Bodily Behavior Recognition in Group Settings.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Examining the Influence of Personality and Multimodal Behavior on Hireability Impressions.
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

Explainable Depression Detection via Head Motion Patterns.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Examining Subject-Dependent and Subject-Independent Human Affect Inference from Limited Video Data.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

2022
Recognition of Advertisement Emotions With Application to Computational Advertising.
IEEE Trans. Affect. Comput., 2022

Affective Computational Advertising Based on Perceptual Metrics.
CoRR, 2022

Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals.
CoRR, 2022

Joint Modality Features in Frequency Domain for Stress Detection.
IEEE Access, 2022

Outlier-Based Autism Detection Using Longitudinal Structural MRI.
IEEE Access, 2022

A Transformer Based Approach for Activity Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Neural Encoding of Songs is Modulated by Their Enjoyment.
Proceedings of the International Conference on Multimodal Interaction, 2022

To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion.
Proceedings of the International Conference on Multimodal Interaction, 2022

Music Identification Using Brain Responses to Initial Snippets.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Expert and Crowd-Guided Affect Annotation and Prediction.
CoRR, 2021

This Explains That: Congruent Image-Report Generation for Explainable Medical Image Analysis with Cyclic Generative Adversarial Networks.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021

FakeBuster: A DeepFakes Detection Tool for Video Conferencing Scenarios.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency Prediction.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

2020
AViNet: Diving Deep into Audio-Visual Saliency Prediction.
CoRR, 2020

Gender and Emotion Recognition from Implicit User Behavior Signals.
CoRR, 2020

Characterizing Hirability via Personality and Behavior.
CoRR, 2020

Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

The eyes know it: FakeET- An Eye-tracking Database to Understand Deepfake Perception.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Shared Memory Enabled Service Plane Optimization.
Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

GAZED- Gaze-guided Cinematic Editing of Wide-Angle Monocular Video Recordings.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2018
ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors.
IEEE Trans. Affect. Comput., 2018

Joint Estimation of Human Pose and Conversational Groups from Social Scenes.
Int. J. Comput. Vis., 2018

Watch to Edit: Video Retargeting using Gaze.
Comput. Graph. Forum, 2018

AVEID: Automatic Video System for Measuring Engagement In Dementia.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

Looking Beyond a Clever Narrative: Visual Context and Attention are Primary Drivers of Affect in Video Advertisements.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Investigating the generalizability of EEG-based cognitive load estimation across visualizations.
Proceedings of the International Conference on Multimodal Interaction: Adjunct, 2018

EEG-based Evaluation of Cognitive Workload Induced by Acoustic Parameters for Data Sonification.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Utilizing implicit user cues for multimedia analytics.
Proceedings of the Frontiers of Multimedia Research, 2018

2017
A Probabilistic Approach to People-Centric Photo Selection and Sequencing.
IEEE Trans. Multim., 2017

Software-Defined Network Controlled Switching between Millimeter Wave and Terahertz Small Cells.
CoRR, 2017

Active Online Anomaly Detection Using Dirichlet Process Mixture Model and Gaussian Process Classification.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

An EEG-Based Image Annotation System.
Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

Affect Recognition in Ads with Application to Computational Advertising.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Evaluating content-centric vs. user-centric ad affect recognition.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

Gender and emotion recognition with implicit user signals.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

Eye Contact Detection via Deep Neural Networks.
Proceedings of the HCI International 2017 - Posters' Extended Abstracts, 2017

Discovering gender differences in facial emotion recognition via implicit behavioral cues.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

SALSA: A Multimodal Dataset for the Automated Analysis of Free-Standing Social Interactions.
Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

Exploring Multitask and Transfer Learning Algorithms for Head Pose Estimation in Dynamic Multiview Scenarios.
Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

2016
Active domain adaptation with noisy labels for multimedia analysis.
World Wide Web, 2016

A Multi-Task Learning Framework for Head Pose Estimation under Target Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

SALSA: A Novel Dataset for Multimodal Group Behavior Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Evaluating Crowdsourcing Participants in the Absence of Ground-Truth.
CoRR, 2016

High-Level System Design of IEEE 802.11b Standard-Compliant Link Layer for MATLAB-Based SDR.
IEEE Access, 2016

COVERAGE - A novel database for copy-move forgery detection.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Shaping datasets: Optimal data selection for specific target distributions across dimensions.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

State-Action Based Link Layer Design for IEEE 802.11b Compliant MATLAB-Based SDR.
Proceedings of the International Conference on Distributed Computing in Sensor Systems, 2016

2015
DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses.
IEEE Trans. Affect. Comput., 2015

Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Implicit User-centric Personality Recognition Based on Physiological Responses to Emotional Videos.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

PET: An eye-tracking dataset for animal-centric Pascal object classes.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

On the utility of canonical correlation analysis for domain adaptation in multi-view headpose estimation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations from Surveillance Videos.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Implementing a MATLAB-Based Self-configurable Software Defined Radio Transceiver.
Proceedings of the Cognitive Radio Oriented Wireless Networks, 2015

2014
Multitask Linear Discriminant Analysis for View Invariant Action Recognition.
IEEE Trans. Image Process., 2014

Learning from multiple annotators with varying expertise.
Mach. Learn., 2014

Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images.
Int. J. Comput. Vis., 2014

Modeling Image Appeal Based on Crowd Preferences for Automated Person-Centric Collage Creation.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

Evaluating Multi-task Learning for Multi-view Head-Pose Classification in Interactive Environments.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

X-Eye: A reference format for eye tracking data to facilitate analyses across databases.
Proceedings of the Human Vision and Electronic Imaging XIX, 2014

WADE: simplified GUI add-on development for third-party software.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013
Overview of Eye tracking Datasets.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2013

How do users make a people-centric slideshow?
Proceedings of the 2nd ACM international workshop on Crowdsourcing for multimedia, 2013

On the relationship between head pose, social attention and personality prediction for unstructured and dynamic group interactions.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Impact of image appeal on visual attention during photo triaging.
Proceedings of the IEEE International Conference on Image Processing, 2013

No Matter Where You Are: Flexible Graph-Guided Multi-task Learning for Multi-view Head Pose Classification under Target Motion.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Decoding affect in videos employing the MEG brain signal.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Connecting Meeting Behavior with Extraversion - A Systematic Study.
IEEE Trans. Affect. Comput., 2012

Active transfer learning for multi-view head-pose classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Boosting-based transfer learning for multi-view head-pose classification from surveillance videos.
Proceedings of the 20th European Signal Processing Conference, 2012

An Adaptation Framework for Head-Pose Classification in Dynamic Multi-view Scenarios.
Proceedings of the Computer Vision, 2012

2011
Automatic modeling of personality states in small group interactions.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Can computers learn from humans to see better?: inferring scene semantics from viewers' eye movements.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2010
Putting the pieces together: multimodal analysis of social attention in meetings.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Making computers look the way we look: exploiting visual attention for image understanding.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Employing social gaze and speaking activity for automatic determination of the <i>Extraversion</i> trait.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

An Eye Fixation Database for Saliency Detection in Images.
Proceedings of the Computer Vision, 2010

2009
Automated localization of affective objects and actions in images via caption text-cum-eye gaze analysis.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

A robust framework for aligning lecture slides with video.
Proceedings of the International Conference on Image Processing, 2009

2008
Impact of vertex clustering on registration-based 3D dynamic mesh coding.
Image Vis. Comput., 2008

2006
Human Facial Expression Recognition using a 3D Morphable Model.
Proceedings of the International Conference on Image Processing, 2006

2004
Multi-resolution streaming and rendering of 3-D dynamic data.
Proceedings of the 2004 International Conference on Image Processing, 2004

1993
Scheduling algorithms for multihop radio networks.
IEEE/ACM Trans. Netw., 1993

Efficient Distributed Algorithms for Channel Assignment in Multihop Radio Networks.
J. High Speed Networks, 1993

1992
Scheduling Algorithms for Multi-Hop Radio Networks.
Proceedings of the Conference on Communications Architecture & Protocols, 1992

On the Complexity of Distance-2 Coloring.
Proceedings of the Computing and Information, 1992


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