Research Interests
My research focuses on developing AI systems that can understand and interpret complex human behaviors and interactions in real-world environments. Specifically, my work spans:
Computer Vision
Developing robust algorithms for human pose estimation, action recognition, and visual understanding in complex environments with occlusions.
Human-Centered AI
Creating AI systems that understand human behavior, emotions, and physiological responses for healthcare, safety, and human-computer interaction.
Multimodal Data Fusion
Integrating information from multiple sensors (visual, audio, physiological) to improve understanding and decision-making in AI systems.
Human-Object Interaction
Modeling and understanding how humans interact with objects in their environment for applications in robotics, surveillance, and assistive technologies.
Research Projects
Assistive Technologies for Young People Safety on Two-Wheelers
Developing an intelligent sensing box equipped with AI feed algorithms to detect ambient objects on the roads and inform two-wheelers of any potential risks or hazards in the streets.
Advanced Rider Assistance Systems for Improved Road Safety of Motorcyclists
Enhancing research on autonomous driving technology for two-wheel vehicles to ensure riders' safety.
GOTERRA PhD Scholarship in Robotics
Developing novel techniques to classify inorganic matter contained in organic waste for automated recycling systems.
Using aerial imagery and computer learning to detect lignum on the floodplain
Investigating deep learning approaches to detect the growth of lignum plants on river sides.
Research Statement
As a dedicated AI researcher, I strive to advance human-object interaction in complex environments. With a decade of experience, including roles at the University of Canberra and the Australian National University, I've significantly impacted "Human Activity Recognition," publishing 45 papers in top-tier avenues. Actively contributing to conferences and journals, I've secured over AUD 6.45M in research funding in the last three years, solidifying my position as a top-tier researcher with a focus on computational behavior analysis, aiming to contribute to the transformative potential of AI.