Sinnu Susan Thomas

Publications

  1. T. James; S. S. Thomas, “Multi Objective Regionalized Bayesian Optimization via Entropy Search,” in NeurIPS Workshops, 2024.
  2. R. Prakash; S. S. Thomas, “ Unbalanced Fingerprint Classification for Hybrid Fingerprint Orientation Maps,” in arXiv:2409.00779, 2024. [Code available on request]
  3. S. S. Thomas; G. Lamine; J. Palandri; M. Lakehal-ayat; P. Chakravarty; F. Wolf-Monheim; M. B. Blaschko, “ Mitigating Bias in Bayesian Optimized Data while Designing MacPherson Suspension Architecture,” in IEEE Transactions on Artificial Intelligence, vol. 5, no. 2, pp. 904-915, Feb 2024. [Code available on request]
  1. E. F. Arruda; R. e A. Alexandre; M. D. Fragoso; João B. R. do val; S. S. Thomas, “A Novel Queue-based Stochastic Epidemic Model with Adaptive Stabilising Control,” in ISA Transactions, vol. 140, pp. 121-133, Sep 2023.
  2. R. Badarinath; B. K. Raju; M. Anshad K; V. Prabhu; S. S. Thomas, “Real-time Vision Sensor for Volumetric Flowrate Estimation in Robotic Fused Filament Fabrication,” in IFAC World Congress, Yokohawa, Japan, Jul 9-14, 2023. [Code]
  3. S. S. Thomas; J. Palandri; M. Lakehal-ayat; P. Chakravarty; F. Wolf-Monheim; M. B. Blaschko, “ Kinematics Design of a MacPherson Suspension Architecture based on Bayesian Optimization,” in IEEE Transactions on Cybernetics, vol. 53, no. 4, pp. 2261-2274, Apr 2023. [Code available on request]
  1. S. Neelima; S. S. Thomas, “ Improvised Gender Sensitive Disaster Impact Factor for Reinforcing Disaster Resilience Network,” in SSRN Electronic Journal, 2022.[Code]
  2. E. F. Arruda; T. Sharma; R. e A. Alexandre; S. S. Thomas, “ Epidemic Control Modeling using Parsimonious Models and Markov Decision Processes,” in arXiv:2206.13910, 2022.[Code]
  1. R. Giriraj; S. S. Thomas, “ Causal Discovery in Knowledge Graphs by Exploiting Asymmetric Properties of Non-Gaussian Distributions,” in arXiv:2106.01043, 2021. [Code]
  2. V. Kumar; S. S. Thomas, “ Make Bipedal Robots Learn How to Imitate,” in arXiv:2105.07193, 2021.[Code]
  3. T. Xu; S. S. Thomas, “ Unpaired Video Summarization using COT-GAN,” in CVPR Workshops, 2021.
  4. M. A. Solis; S. S. Thomas, “ Generalized State-Feedback Controller Synthesis for Underactuated Systems through Bayesian Optimization,” in arXiv:2103.17158, 2021. [Code]
  5. E. F. Arruda; R. e A. Alexandre; M. D. Fragoso; João B. R. do val; S. S. Thomas, “A Novel Stochastic Epidemic Model with Application to COVID-19,” in arXiv:2102.08213, 2021.
  1. S. Mukherjee; S. S. Thomas, “Deep Unfolding Approaches for Sparse Dictionary Learning in Video Summarization,” NeurIPS Workshops, Vancouver, Canada, Dec 6-12, 2020.
  2. O. T. James; S. S. Thomas, “ Bayesian Optimized Event Based Epidemic Modeling in India,” in arXiv:2010.01280, 2020.
  3. A. M. Paul; S. S. Thomas, “Multifaceted COVID-19 Outbreak,” in arXiv:2008.12127, 2020.
  1. S. S. Thomas; J. Palandri; M. Lakehal-ayat; P. Chakravarty; F. Wolf-Monheim;M. B. Blaschko,“Designing MacPherson Suspension Architectures using Bayesian Optimization,” BENELEARN, Brussels, Belgium, Nov 6-8, 2019.
  2. S. S. Thomas; S. Gupta; Venkatesh K. S., “Context Driven Optimized Perceptual Video Summarization and Retrieval,” in IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 10, pp. 3132-3145, Oct 2019.
  1. S. S. Thomas,“Perceptual Attributes in Video Summarization,” in UPCON , Gorakhpur, India, Nov 2-4, 2018.
  2. S. S. Thomas,“Video Summarization,” in CICT, Jabalpur, India, Oct 26-28, 2018.
  3. S. S. Thomas; S. Gupta; Venkatesh K. S., “Event Detection on Roads Using Perceptual Video Summarization,” in IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 9, pp. 2944-2954, Sep 2018.
  4. S. S. Thomas; S. Gupta; Venkatesh K. S., “Perceptual Video Summarization - a New Framework for Video Summarization,” in ISCAS, Florence, Italy, May 27-30 2018.
  1. S. S. Thomas; S. Gupta; Venkatesh K. S., “Perceptual Video Summarization - a New Framework for Video Summarization,” in IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 8, pp. 1790-1802, Aug 2017.
  2. H. Kumar, S. Bhattacharya, S. S. Thomas; S. Gupta; Venkatesh K. S., “Design of Smart Video Surveillance System for Indoor and Outdoor Scenes,” in DSP, London, August 23-25 2017.
  3. S. S. Thomas; S. Gupta; Venkatesh K. S., “Smart Surveillance Based on Video Summarization,” TENSYMP, Cochin, July 14-16 2017.
  4. S. S. Thomas; S. Gupta; Venkatesh K. S., “Perceptual Synoptic View based Video Retrieval Using Metadata,” Signal, Image and Video Processing, vol. 11, pp. 549-555, Mar 2017.
  1. S. S. Thomas; S. Gupta; Venkatesh K. S., “Perceptual Synoptic View of Pixel, Object and Semantic Based Attributes of Video,” Journal of Visual Communication and Image Representation, vol. 38, pp. 367-377, Jul 2016.
  1. S. S. Thomas; S. Gupta; Venkatesh K. S., “An Energy Minimization Approach for Automatic Video Shot and Scene Boundary Detection,” in IIHMSP, Kitakyushu, Japan, August 27-29 2014, pp. 297-300.
  2. S. S. Thomas; S. Gupta; Venkatesh K. S., “Non User Interaction Content Summarization,” in DSP, Hong Kong, August 20-23 2014, pp. 286-290.
  3. S. S. Thomas; S. Gupta; Venkatesh K. S., “AUTOENSUM: Automated Enhanced Summary for Multiple Interacting Objects,” in ICME Workshops, Chengdu, China, July 14-18 2014, pp. 1-6.