Publications

Journal articles

  1. Punit Rathore, Aravinda S. Rao, Sutharshan Rajasegarar, Elena Vanz, Jayavardhana Gubbi, Marimuthu Palaniswami, "Real-time Urban Microclimate Analysis Using Internet of Things," IEEE Internet of Things Journal, Volume 5, Issue 2, pp. 500–511, 2018. [PDF]
  2. Marimuthu Palaniswami, Aravinda S. Rao, Scott Bainbridge, "Real-time Monitoring of the Great Barrier Reef Using Internet of Things with Big Data Analytics," ITU Journal - ICT Discoveries: The impact of Artificial Intelligence (AI) on Communication Networks and Services, Special Issue 1, pp. 1-10, 2017. [PDF]
  3. Aravinda S Rao, Jayavardhana Gubbi, Slaven Marusic, Marimuthu Palaniswami, "Crowd Event Detection on Optical Flow Manifolds," IEEE Transactions on Cybernetics, Volume 47, Issue 7, pp. 1524-1537, 2016. [PDF]
  4. Jayavardhana Gubbi, Shitanshu Kusmakar, Aravinda S. Rao, Bernard Yan, Terence O’Brien, Marimuthu Palaniswami, "Automatic Detection and Classification of Convulsive Psychogenic Nonepileptic Seizures Using a Wearable Device," IEEE Journal of Biomedical and Health Informatics, Volume 20, Issue 4, pp. 1061–1072, 2016
  5. Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, Marimuthu Palaniswami, "Estimation of Crowd Density by Clustering Motion Cues," The Visual Computer, Volume 31, Issue 11, pp. 1533–1552, 2015.
  6. Jayavardhana Gubbi, Aravinda S. Rao, Kun Fang, Bernard Yan, Marimuthu Palaniswami, "Motor Recovery Monitoring Using Acceleration Measurements in Post Acute Stroke Patients," Biomedical Engineering Online, Volume 12, Issue 1, pp. 33, 2013. [Online]

Book Chapter

  1. Aravinda S. Rao, Jayavardhana Gubbi, Tuan Ngo, Priyan Mendis, and Marimuthu Palaniswami. "Internet of Things for Structural Health Monitoring," Structural Health Monitoring Technologies and Next-Generation Smart Composite Structures, Boca Raton, FL : CRC Press, Taylor & Francis Group, pp. 3–27, 2016. [Publisher Link]

Conference papers

  1. Meng Yang, Lida Rashidi, Aravinda S. Rao, Sutharshan Rajasegarar, Mohadeseh Ganji, Marimuthu Palaniswami, and Christopher Leckie, "Cluster-based Crowd Movement Behavior Detection," in P2018 Digital Image Computing: Techniques and Applications (DICTA), Canberra, Australia, pp. 1-8, 2018. [PDF]
  2. Meng Yang, Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie, Aravinda S. Rao, and Marimuthu Palaniswami, "Crowd Activity Change Point Detection in Videos via Graph Stream Mining," in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 215-223, 2018. [PDF]
  3. Nandakishor Desai, Aravinda S. Rao, Paari Palaniswami, Dominic Thyagarajan, and Marimuthu Palaniswami, "Arytenoid cartilage feature point detection using laryngeal 3D CT images in Parkinson's disease," in 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1820-1823: IEEE, 2017. [PDF]
  4. Meng Yang, Sutharshan Rajasegarar, Aravinda S. Rao, Christopher Leckie, and Marimuthu Palaniswami, "Anomalous Behavior Detection in Crowded Scenes Using Clustering and Spatio-Temporal Features," in Intelligent Information Processing VIII: 9th IFIP TC 12 International Conference (IIP 2016), Melbourne, VIC, Australia, November 18-21, pp. 132-141, 2016. [PDF]
  5. Aravinda S. Rao, Jayavardhana Gubbi, Marimuthu Palaniswami, and Elaine Wong, "Non-protruding hazard detection for the aged vision-impaired," in 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp. 1077-1078, 2016. [PDF]
  6. Aravinda S. Rao, Jayavardhana Gubbi, Marimuthu Palaniswami, and Elaine Wong, "A vision-based system to detect potholes and uneven surfaces for assisting blind people," in 2016 IEEE International Conference on Communications (ICC), pp. 1-6, 2016. [PDF]
  7. Aravinda S. Rao, Jayavardhana Gubbi, and Marimuthu Palaniswami, "An Improved Approach to Crowd Event Detection by Reducing Data Dimensions," in Advances in Signal Processing and Intelligent Recognition Systems, ed: Springer International Publishing, pp. 85-96, 2016. [PDF]
  8. Aravinda S. Rao, Jayavardhana Gubbi, and Marimuthu Palaniswami, "Anomalous Crowd Event Analysis Using Isometric Mapping," in Advances in Signal Processing and Intelligent Recognition Systems, ed: Springer International Publishing, pp. 407-418, 2016. [PDF]
  9. Shistanshu Kusmakar, Jayavardhana Gubbi, Aravinda S. Rao, Bernard Yan, Terence J. O'Brien, and Marimuthu Palaniswami, "Classification of convulsive psychogenic non-epileptic seizures using histogram of oriented motion of accelerometry signals," in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 586-589, 2015. [PDF]
  10. Aravinda S. Rao, Jayavardhana Gubbi, Sutharshan Rajasegarar, Slaven Marusic, and Marimuthu Palaniswami, "Detection of anomalous crowd behaviour using hyperspherical clustering," in 2014 International Conference on Digital lmage Computing: Techniques and Applications (DlCTA), pp. 1-8, 2014.[PDF]
  11. Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, and Marimuthu Palaniswami, "Probabilistic detection of crowd events on Riemannian manifolds," in 2014 International Conference on Digital lmage Computing: Techniques and Applications (DlCTA), pp. 1-8, 2014.
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  13. Aravinda S. Rao, Stephen Marshall, Jayavardhana Gubbi, Marimuthu Palaniswami, Richard Sinnott, and Vincent Pettigrovet, "Design of low-cost autonomous water quality monitoring system," in 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 14-19, 2013. [PDF]
  14. Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, Paul Stanley, and Marimithu Palaniswami, "Crowd density estimation based on optical flow and hierarchical clustering," in 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 494-499, 2013. [PDF]
  15. Jayavardhana Gubbi, Slaven Marusic, Aravinda S. Rao, Yee W. Law, and Marimuthu Palaniswami, "A pilot study of urban noise monitoring architecture using wireless sensor networks," in 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp. 1047-1052, 2013. [PDF]
  16. Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, Andrew Maher, and Marimuthu Palaniswami, "Determination of object directions using optical flow for crowd monitoring," in International Symposium on Visual Computing, pp. 613-622, 2013. [PDF]
  17. Jayavardhana Gubbi, Dheeraj Kumar, Aravinda S. Rao, Bernard Yan, and Marimuthu Palaniswami, "A pilot study on the use of accelerometer sensors for monitoring post acute stroke patients," in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 957-960, 2013. [PDF]
  18. Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, and Marimuthu Palaniswami, "A robust algorithm for foreground extraction in crowded scenes," in 2012 International Symposium on Communications and Information Technologies (ISCIT), pp. 604-609, 2012. [PDF]
  19. Aravinda S. Rao, Jayavardhana Gubbi, Tuan Ngo, James Nguyen, and Marimuthu Palaniswami, "Energy Efficient Time Synchronization in WSN for Critical Infrastructure Monitoring," Trends in Network and Communications. Vol. 197. Springer Berlin Heidelberg, pp. 314–323, 2011. [PDF]
  20. Aravinda S. Rao, Davood Izadi, Reuben F. Tellis, Samitha W Ekanayake, Pubudu N Pathirana, "Data Monitoring Sensor Network for BigNet Research Testbed," in Proceedings of 2009 International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), IEEE, pp. 169-173, 2009.