ProfessorSvetha Venkatesh
Deakin Distinguished Professor and CoDirector, A2I2
Deakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)
- Deakin Distinguished Professor and CoDirector, A2I2Deakin Applied Artificial Intelligence Initiative/Applied Artificial Intelligence Initiative (Geelong)
- +61 3 522 72905 (Work)
- Geelong Waurn Ponds Campus, 75 Pigdons Road, Waurn Ponds, Victoria 3216
BIO
Svetha Venkatesh is a Deakin Distinguished Professor and Co-Director of Applied Artificial Intelligence Initiative (A2I2) at Deakin University. She was elected a Fellow of the International Association of Pattern Recognition in 2004 for contributions to formulation and extraction of semantics in multimedia data, a Fellow of the Australian Academy of Technological Sciences and Engineering in 2006, and a Fellow of the Australian Academy of Science in 2021 for ground-breaking research and contributions that have had clear impact. In 2017, Professor Venkatesh was appointed an Australian Laureate Fellow, the highest individual award the Australian Research Council can bestow.
Professor Venkatesh and her team have tackled a wide range of problems of social significance, including the critical areas of autism, security and aged care. The outcomes have impacted the community and evolved into publications, patents, tools and spin-off companies. This includes three full patents, one start-up company (icetana) and two significant products - TOBY Playpad, Virtual Observer.
Professor Venkatesh has tackled complex pattern recognition tasks by drawing inspiration and models from widely diverse disciplines, integrating them into rigorous computational models and innovative algorithms. Her main contributions have been in the development of theoretical frameworks and novel applications for analyzing large scale, multimedia data. This includes development of several Bayesian parametric and non-parametric models, solving fundamental problems in processing multiple channel, multi-modal temporal and spatial data.
DEAKIN UNIVERSITY CURRENT APPOINTMENT
- Deakin Distinguished Professor and CoDirector, A2I2Deakin University, Applied Artificial Intelligence Initiative (Geelong)
DEGREES
- Doctor of PhilosophyUniv. of Western Australia
FIELDS OF RESEARCH
- Machine learning
- Computer vision and multimedia computation
- Artificial intelligence
- Pattern recognition
- Satisfiability and optimisation
- Data management and data science
- Human-centred computing
AVAILABILITY FOR SUPERVISION
- Masters by Research and PhD supervision
AREA/FACULTY
- Research and Innovation
DEPARTMENT/SCHOOL/INSTITUTE/DISCIPLINE
- Deakin Applied Artificial Intelligence Initiative