Publications

2018

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,” 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) [accepted].

2017

Marimuthu Palaniswami, Aravinda S. Rao, and Scott Bainbridge, “Real-time Monitoring of the Great Barrier Reef Using Internet of Things with Big Data Analytics,” in ICT Discoveries: The impact of Artificial Intelligence (AI) on Communication Networks and Services, Issue 1, International Telecommunication Union (ITU) Journal, pp.1-10, 2017. (Link) (PDF) [Invited paper]

Punit Rathore, Aravinda S. Rao, Sutharshan Rajasegarar, Elena Vanz, Jayavardhana Gubbi, and Marimuthu Palaniswami, “Real-time Urban Microclimate Analysis Using Internet of Things,” IEEE Internet of Things Journal, 2017. (Link) (PDF)

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 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC ’17), pp. 1820–1823, 2017 (PDF)


2016

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, Springer International Publishing, pp.132-141, 2016. (Link) (PDF)

Aravinda S. Rao, Jayavardhana Gubbi, Tuan Ngo, Priyan Mendis, and Marimuthu Palaniswami, “Internet of Things for Structural Health Monitoring,in  Structural Health Monitoring Technologies and Next-Generation Smart Composite Structures, CRC Press, ISBN 9781482226911, 2016. (Link)

Aravinda S Rao, Jayavardhana Gubbi, Marimuthu Palaniswami, Elaine Wong, “A Vision-based System to Detect Potholes and Uneven Surfaces for Assisting Blind People,” in 2016 IEEE International Conference on Communications (ICC), IEEE, pp.1-6, 2016. (Link) (PDF)

Aravinda S Rao, Jayavardhana Gubbi, Marimuthu Palaniswami, Elaine Wong, “Non-protruding Hazard Detection for the Aged Vision-Impaired,” in 2016 IEEE International Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE, 2016. (Link) (PDF)

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 (SIRS’15), Springer International Publishing, pp.85-96, 2016. (Link) (PDF)

Aravinda S. Rao, Jayavardhana Gubbi, and Marimuthu Palaniswami, “Anomalous Crowd Event Analysis Using Isometric Mapping,” in Advances in Signal Processing and Intelligent Recognition Systems (SIRS’15), Springer International Publishing, pp.407-418, 2016. (Link) (PDF)


2015

Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic and Marimuthu Palaniswami, “Crowd Event Detection on Optical Flow Manifolds,” IEEE Transactions on Cybernetics,  vol.46, no.7, pp.1524-1537, 2015. (Link) (PDF)

Jayavardhana Gubbi, Shitanshu Kusmakar, Aravinda S. Rao, Bernard Yan, Terence O’Brien, and Marimuthu Palaniswami, “Automatic Detection and Classification of Convulsive Psychogenic Non-epileptic Seizures Using a Wearable Device,” Journal of Biomedical Health and Informatics, vol.20, no.4, pp.1061 – 1072, 2015. (Link)

Shitanshu 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 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.586-589, 2015. (Link) (PDF)


2014

Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, and Marimuthu Palaniswami, “Estimation of Crowd Density by Clustering Motion Cues,” in The Visual Computer Journal, Springer Berlin Heidelberg, vol 11, no.31, pp.1533-1552, 2014. (Link)

Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, and Marimuthu Palaniswami, “Probabilistic Detection of Crowd Events on Riemannian Manifolds,” in 2014 International Conference on Digital Image Computing Techniques and Applications (DICTA), Nov. 2014, IEEE, pp.1–8. (Link) (PDF)

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 Image Computing Techniques and Applications (DICTA), Nov. 2014, IEEE, pp.1–8. (Link) (PDF)


2013

Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, Paul Stanley, and Marimuthu Palaniswami, “Crowd Density Estimation Based on Optical Flow and Hierarchical Clustering,” in 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, pp.494–499, 2013. (Link) (PDF)

Aravinda S. Rao, Jayavardhana Gubbi, Slaven Marusic, Andrew Maher, and Marimuthu Palaniswami, “Determining Object Directions Using Optical Flow for Crowd Monitoring,” in 9th International Symposium on Visual Computing (ISVC’13), Advances in Visual Computing (Lecture Notes in Computer Science series), Springer Berlin Heidelberg, vol.8034, pp.613–622, 2013. (Link) (PDF)

Aravinda S. Rao, Stephen Marshall, Jayavardhana Gubbi, Marimuthu Palaniswami, Richard Sinnott, and Vincent Pettigrove, “Design of Low-Cost Autonomous Water Quality Monitoring System,” in 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, pp.14–19, 2013. (Link) (PDF)

Jayavardhana Gubbi, Slaven Marusic, Aravinda S. Rao, Yee Wei 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), IEEE, pp.1047–1052, 2013. (Link) (PDF)

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), IEEE, pp.957–960, 2013. (Link)

Jayavardhana Gubbi, Aravinda S. Rao, Kun Fang, Bernard Yan, and Marimuthu Palaniswami, “Motor Recovery Monitoring Using Acceleration Measurements in Post Acute Stroke Patients,” BioMedical Engineering OnLine, 12:33, 2013. (Open Access)


2012

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), IEEE,  pp.604–609, 2012. (Link) (PDF)


2011

Aravinda S. Rao, Jayavardhana Gubbi, Tuan Ngo, James Nguyen, and Marimuthu Palaniswami, “Energy Efficient Time Synchronization in WSN for Critical Infrastructure Monitoring,” Trends in Networks and Communication (Communications in Computer and Information Science series), Springer-Verlag Berlin Heidelberg, vol.197, Part 2, pp.314–323, 2011. (Link) (PDF)


2009

Aravinda S. Rao, Davood Izadi, Reuben F. Tellis, Samitha W. Ekanayake, and Pubudu N. Pathirana, “Data Monitoring Sensor Network for BigNet Research Testbed,” in the proceedings of the 5th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), IEEE, pp.169–173, 2009. (Link)