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]

Journal articles

  1. Asif Ahmed Sardar, Aravinda S. Rao, Tansu Alpcan, Goutam Das, Prasanna Routray, Manivannan M, and Marimuthu Palaniswami, "Application-Aware Real-time Network Resource Allocation for Industry 5.0," IEEE Transactions on Cognitive Communications and Networking, 2024. Accepted. [Publisher Link]. [PDF]
  2. Nandini Sengupta, Rezaul Begg, Aravinda S. Rao, Soheil Bajelan, Catherine M Said, and Marimuthu Palaniswami, "Predicting Improvement in Biofeedback Gait Training Using Short-Term Spectral Features from Minimum Foot Clearance Data ," Frontiers in Bioengineering and Biotechnolgy, vol. 12, 2024. [Open Access].
  3. Nandini Sengupta, Aravinda S. Rao, Bernard Yan and Marimuthu Palaniswami, "A Survey of Wearable Sensors and Machine Learning Algorithms for Automated Stroke Rehabilitation," IEEE Access, 2024. [Open Access].
  4. Asif Ahmed Sardar, Aravinda S. Rao, Tansu Alpcan, Goutam Das, and Marimuthu Palaniswami, "Network Resource Allocation for Industry 4.0 with Delay and Safety Constraints," IEEE Transactions on Cognitive Communications and Networking, 2023. [Publisher Link]. [PDF]
  5. Meng Yang, Yanghe Feng, Aravinda S. Rao, Sutharshan Rajasegarar, Shucong Tian and Zhengchun Zhou, “Evolving graph-based video crowd anomaly detection,” Springer, The Visual Computer, pp. 1-16, 2023.
  6. Meng Yang, Shucong Tian, Aravinda S. Rao, Sutharshan Rajasegarar, Marimuthu Palaniswami and Zhengchun Zhou, “An efficient deep neural model for detecting crowd anomalies in videos,” Springer, Applied Intelligence, pp. 1-16, 2022.
  7. Dibbendu Roy, Aravinda S. Rao, Tansu Alpcan, Goutam Das, and Marimuthu Palaniswami, "Achieving AI-enabled Robust End-to-End Quality of Experience over Backhaul Radio Access Networks," IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 3, pp.1468–1481, 2022. [PDF], [arXiv]
  8. Elyas Asadi Shamsabadi, Chang Xu, Aravinda S. Rao, Tuan Nguyen, Tuan Ngo and Daniel Dias-da-Costa, "A Vision Transformer-based Framework for Autonomous Crack Detection on Asphalt and Concrete Surfaces" Automation in Construction, Elsevier, vol. 140, pp.104316, 2022. [PDF]
  9. Dibbendu Roy, Aravinda S. Rao, Tansu Alpcan, Goutam Das, and Marimuthu Palaniswami, "Achieving QoS for Bursty uRLLC Applications over Passive Optical Networks," Journal of Optical Communications and Networking, Volume 14, Issue 5, Pages 411-425, Optica, 2022. [Publisher Link] [arXiv]
  10. Aravinda S. Rao, Marko Radanovic, Yuguang Liu, Songbo Hu, Yihai Fang, Kourosh Khoshelham, Marimuthu Palaniswami, and Tuan Ngo, "Real-time monitoring of construction sites: Sensors, methods, and applications," Automation in Construction, Volume 136, Pages 104099, Elsevier, 2022. [Publisher Link]
  11. Aravinda S. Rao, Tuan Nguyen, Son T Le, Marimuthu Palaniswami, and Tuan Ngo, "Attention Recurrent Residual U-Net for Predicting Pixel-level Crack Widths in Concrete Surfaces," Structural Health Monitoring, 2022. [Publisher Link]
  12. Shreyasi Datta, Chandan Karmakar, Aravinda S. Rao, Bernard Yan, and Marimuthu Palaniswami, "Upper Limb Movement Profiles during Spontaneous Motion in Acute Stroke," Physiological Measurement, IOP, 2021. [Publisher Link]
  13. Aravinda S. Rao, Tuan Nguyen, Marimuthu Palaniswami, and Tuan Ngo, "Vision-based Automated Crack Detection Using Convolutional Neural Networks for Condition Assessment of Infrastructure," Structural Health Monitoring, Volume 20, Issue 4, Pages 2124--2142, 2021. [Publisher Link]
  14. Aurora González-Vidal, Punit Rathore, Aravinda S. Rao, José Mendoza-Bernal, Marimuthu Palaniswami, and Antonio Skarmeta, "Missing Data Imputation with Bayesian Maximum Entropy for Internet of Things Applications," IEEE Internet of Things Journal, Volume 8, Issue 21, 2021. [PDF]
  15. Shreyasi Datta, Chandan Karmakar, Aravinda S. Rao, Bernard Yan, and Marimuthu Palaniswami, "Automated Scoring of Hemiparesis in Acute Stroke from Measures of Upper Limb Co-ordination using Wearable Accelerometry," IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020. [PDF]
  16. Marimuthu Palaniswami, Aravinda S. Rao, Dheeraj Kumar, Punit Rathore, and Sutharshan Rajasegarar, "The Role of Visual Assessment of Clusters for Big Data Analysis: From Real-world Internet of Things," IEEE Systems, Man, and Cybernetics Magazine , Volume 6, Issue 4, pp.45 - 53, 2020. [Publisher Link]
  17. 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]
  18. 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]
  19. 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]
  20. 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. [PDF]
  21. 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. [Publisher Link].
  22. 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]

Conference papers

  1. Mohammad Javad Shokri, Nandakishor Desai, Aravinda S Rao, Angelos Sharobeam, Bernard Yan and Marimuthu Palaniswami, "EDAF: Early Detection of Atrial Fibrillation from Post-Stroke Brain MRI", in 17th Asian Conference on Computer Vision (ACCV), pp. 1 - 14, Hanoi, Vietnam, 2024. [Accepted].
  2. Mohammad Javad Shokri, Nandakishor Desai, Aravinda S Rao, Angelos Sharobeam, Bernard Yan and Marimuthu Palaniswami, "Decoding Stroke Patterns: A Novel Deep Learning Approach to Atrial Fibrillation Risk Stratification", in 2024 Digital Image Computing: Techniques and Applications (DICTA), Perth, Australia, pp. 1 - 8, 2024. [Accepted].
  3. Shreyasi Datta, Rezaul Begg, Aravinda S Rao, Chandan Karmakar, Soheil Bajelan, Catherine Said, and Marimuthu Palaniswami "Measures of Bipedal Toe-Ground Clearance Asymmetry to Characterize Gait in Stroke Survivors," in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp.6015-6018, 2021.
  4. Meng Yang, Lida Rashidi, Aravinda S. Rao, Sutharshan Rajasegarar, Mohadeseh Ganji, Marimuthu Palaniswami, and Christopher Leckie, "Cluster-based Crowd Movement Behavior Detection," in 2018 Digital Image Computing: Techniques and Applications (DICTA), Canberra, Australia, pp. 1 - 8, 2018. [PDF]
  5. 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]
  6. 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]
  7. 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]
  8. 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]
  9. 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]
  10. 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]
  11. 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]
  12. 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]
  13. 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 (DlCTA), pp. 1 - 8, 2014. [PDF]
  14. 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. [PDF]
  15. 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]
  16. 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]
  17. 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]
  18. 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]
  19. 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]
  20. 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]
  21. 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]
  22. 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. [PDF]

Industry Reports

  1. "The Implications of Industry 4.0 for The Building Industry: Towards a Roadmap", Building 4.0 CRC Final Report, 2023. [PDF].
  2. "Automated Tracking of Construction and materials for improved supply chain logistics and provence - Scoping Study", Building 4.0 CRC Final Report, 2022. [PDF].
  3. "Field Data Collation to Support Real-time Operational Management", Building 4.0 CRC Final Report, 2021. [PDF].