Publications

  • 2024

  • S. Hinduja, A. Darzi, I. O. Ertugrul, N. Provenza, R. Gadot, E. Storch, S. Sheth, W. Goodman, J. F. Cohn
    ”Multimodal prediction of obsessive-compulsive disorder, comorbid depression, and energy of deep
    brain stimulation” IEEE Transactions on Affective Computing, 2024 (in press)

  • S. Hinduja, T. Nourivandi, J. Cohn, and S. Canavan “Time to Retire F1-Binary Score for Action Unit Detection” Pattern Recognition Letters, 2024

  • T. Nourivandi, S. Hinduja, S. Srivastava, J. Cohn, and S. Canavan “Mitigating Class Imbalance for Facial Expression Recognition using SMOTE on Deep Features” IEEE International Conference on Automatic Face and Gesture Recognition, 2024

  • I. Ertugrul, S. Hinduja, M. Bilalpur, D. Messinger, and J. Cohn “Expanding PyAFAR: A Novel Privacy-Preserving Infant AU Detector”  IEEE International Conference on Automatic Face and Gesture Recognition, 2024

  • L. Cariola, L. Sheeber, N. Allen, M. Bilalpur, T. Bird, S. Hinduja, L. P. Morency, J. F. Cohn ”Language
    use in depressed and non-depressed mothers and their adolescent offspring” Journal of Affective
    Disorders, 2024

  • 2023

  • N. Provenza, C. Swamy, L. Branco, E .Rijn, S. Hinduja, et.al ” Identification of candidate neural
    biomarkers of Obsessive-Compulsive symptom intensity and response to deep brain stimulation” Brain
    Stimulation: Basic, Translational, and Clinical Research in Neuromodulation, 2023

  • S. Hinduja, I. Ertugrul, and J. Cohn ”PyAFAR: Python based Automated Facial Action Recognition
    library” IEEE International Conference on Automatic Face and Gesture Recognition, 2023

  • M. Bilalpur, S. Hinduja, L. Cariola, L. Sheeber, N. Allen, L. Morency, L. Jeny, and J. Cohn ”Detecting
    history of depression in mother-adolescent child interaction from multimodal feature selection” IEEE
    International Conference on Automatic Face and Gesture Recognition, 2023

  • 2022

  • M. Bilalpur, S. Hinduja, K. Goodrich, and J. Cohn “Ballistic Timing of Smiles is Robust to Context,
    Gender, Ethnicity, and National Differences”, International Conference on Affective Computing & Intelligent
    Interaction, 2022.

  • L. Cariola, S. Hinduja, L. Sheeber, N. Allen, and J. Cohn “Language Use in Mother-Adolescent Dyadic
    Interaction: Preliminary Results”, International Conference on Affective Computing & Intelligent Interaction,
    2022.

  • 2021

  • S. Aathreya. L. Jivnani, S. Srivastava, S. Hinduja, and S. Canavan. Task-based Classification of
    Reflective Thinking Using Mixture of Classifiers, International Conference on Affective Computing &
    Intelligent Interaction Workshop, 2021.

  • S. Hinduja, G. Kaur, and S. Canavan. Investigation into Recognizing Context Over Time using
    Physiological Signals International Conference on Affective Computing & Intelligent Interaction, 2021.

  • 2020

  • S. Srivastava, S. Aathreya, S. Hinduja, Sk R. Jannat, H. Elhamdadi, and S. Canavan. Recognizing
    Emotion in the Wild using Multimodal Data. International Conference on Multimodal Interaction, 2020

  • . D. Fabiano, S. Canavan, H. Agazzi, S. Hinduja, and D. Goldgof. Gaze-Based Classification of Autism
    Spectrum Disorder. Pattern Recognition Letters, 135, pp. 204-212, 2020. Impact Factor: 3.255

  • S. Hinduja, S. Canavan, and L. Yin. Recognizing Perceived Emotions from Facial Expressions. IEEE
    International Conference on Automatic Face and Gesture, 2020

  • S. Hinduja, S. Canavan, and G. Kaur. Multimodal Fusion of Physiological Signals and Facial Action
    Units for Pain Recognition. IEEE International Conference on Automatic Face and Gesture, 2020

  • S. Hinduja, and S. Canavan. Real-time Action Unit Intensity Detection. IEEE International Conference on
    Automatic Face and Gesture, 2020

  • S. Aathreya, S. Hinduja, and S. Canavan. Three-level Training of Multi-Head Architecture for Pain
    Detection. IEEE International Conference on Automatic Face and Gesture, 2020

  • 2019

  • S. Hinduja. Mitigating bias in Empathy Detection. International Conference on Affective Computing &
    Intelligent Interaction, 2019

  • S. Hinduja, Md T. Uddin, Sk R. Jannat, A. Sharma, and S. Canavan. Fusion of Hand-crafted and Deep
    Features for Empathy Prediction. IEEE International Conference on Automatic Face and Gesture, 2019

  • 2018

  • S. Yi, M. Lu, A. Yee, J. Harmon, F. Meng, and S. Hinduja. Enhance wound healing monitoring through
    a thermal imaging-based smartphone app. Medical Imaging: Imaging Informatics for Healthcare, Research
    and Applications, 2018.

  • 2016

  • S. Hinduja. Pedestrian Detection in Low Quality Moving Camera Videos, MS Thesis developed in
    collaboration with Center for Urban Transportation Research at University of South Florida, 2016.

  • 2013

  • A. Nair, S. Hinduja, and A. Bhargava Evaluating the effectiveness of Supervisor – Subordinate
    relationship in the context of Gender, AIM International 2013