Aravinda S. Rao

Missing Data Imputation With Bayesian Maximum Entropy for Internet of Things Applications

Aurora Gonzalez-Vidal, Punit Rathore, Aravinda S Rao, Jose Mendoza-Bernal, Marimuthu Palaniswami, Antonio F Skarmeta-Gomez

Journal article  |  2021  |  IEEE INTERNET OF THINGS JOURNAL

Internet of Things (IoT) enables the seamless integration of sensors, actuators, and communication devices for real-time applicati..

Measures of Bipedal Toe-Ground Clearance Asymmetry to Characterize Gait in Stroke Survivors.

Shreyasi Datta, Rezaul Begg, Aravinda S Rao, Chandan Karmakar, Soheil Bajelan, Catherine Said, Marimuthu Palaniswami

Conference Proceedings  |  2021  |  Annu Int Conf IEEE Eng Med Biol Soc

Post-stroke hemiparesis often impairs gait and increases the risks of falls. Low and variable Minimum Toe Clearance (MTC) from the..

Upper limb movement profiles during spontaneous motion in acute stroke

Shreyasi Datta, Chandan K Karmakar, Aravinda S Rao, Bernard Yan, Marimuthu Palaniswami

Journal article  |  2021  |  PHYSIOLOGICAL MEASUREMENT

Objective.The clinical assessment of upper limb hemiparesis in acute stroke involves repeated manual examination of hand movements..

Vision-based automated crack detection using convolutional neural networks for condition assessment of infrastructure

Aravinda S Rao, Nguyen Tuan, Marimuthu Palaniswami, Ngo Tuan

Journal article  |  2020  |  STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

With the growing number of aging infrastructure across the world, there is a high demand for a more effective inspection method to..

The Role of Visual Assessment of Clusters for Big Data Analysis: From Real-World Internet of Things

Marimuthu Palaniswami, Aravinda S Rao, Dheeraj Kumar, Punit Rathore, Sutharshan Rajasegarar

Journal article  |  2020  |  IEEE Systems, Man, and Cybernetics Magazine

The Internet of Things (IoT) is playing a vital role in shaping today?s technological world, including our daily lives. By 2025, t..

Automated Scoring of Hemiparesis in Acute Stroke From Measures of Upper Limb Co-Ordination Using Wearable Accelerometry.

Shreyasi Datta, Chandan K Karmakar, Aravinda S Rao, Bernard Yan, Marimuthu Palaniswami

Journal article  |  2020  |  IEEE Transactions on Neural Systems and Rehabilitation Engineering

Stroke survivors usually experience paralysis in one half of the body, i.e., hemiparesis, and the upper limbs are severely affecte..

Cluster-based Crowd Movement Behavior Detection

Meng Yang, Lida Rashidi, Aravinda S Rao, Sutharshan Rajasegarar, Mohadeseh Ganji, Marimuthu Palaniswami, Christopher Leckie

Conference Proceedings  |  2019

Crowd behaviour monitoring and prediction is an important research topic in video surveillance that has gained increasing attentio..

Real-Time Urban Microclimate Analysis Using Internet of Things

Punit Rathore, Aravinda S Rao, Sutharshan Rajasegarar, Elena Vanz, Jayavardhana Gubbi, Marimuthu Palaniswami

Journal article  |  2018  |  IEEE INTERNET OF THINGS JOURNAL

Real-time environment monitoring and analysis is an important research area of Internet of Things (IoT). Understanding the behavio..

Crowd Activity Change Point Detection in Videos via Graph Stream Mining

Meng Yang, Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie, Aravinda S Rao, Marimuthu Palaniswami

Conference Proceedings  |  2018  |  Conference on Computer Vision and Pattern Recognition Workshops IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Workshops

In recent years, there has been a growing interest in detecting anomalous behavioral patterns in video. In this work, we address t..

Real-time Monitoring of the Great Barrier Reef Using Internet of Things with Big Data Analytics

M Palaniswami, A Sridhara Rao, S Bainbridge

Journal article  |  2017  |  ITU Journal: ICT Discoveries

The Great Barrier Reef (GBR) of Australia is the largest size of coral reef system on the planet stretching over 2300 kilometers. ..