Publications
Application of artificial intelligence in wearable devices: Opportunities and challenges
D Nahavandi, R Alizadehsani, A Khosravi, U Acharya
(2022), Vol. 213, Computer Methods and Programs in Biomedicine, C1
A Koohestani, M Abdar, S Hussain, A Khosravi, D Nahavandi, S Nahavandi, R Alizadehsani
(2021), Vol. 46, pp. 3567-3580, Arabian Journal for Science and Engineering, C1
An uncertainty-aware transfer learning-based framework for covid-19 diagnosis
A Shamsi, H Asgharnezhad, S Jokandan, A Khosravi, P Kebria, D Nahavandi, S Nahavandi, D Srinivasan
(2021), Vol. 32, pp. 1408-1417, IEEE transactions on neural networks and learning systems, Piscataway, N.J., C1
Motion and dynamic analyses of a human centrifuge system with an efficient design configuration
Navid Mohajer, Darius Nahavandi, Matthew Watson, Saeid Nahavandi
(2021), Vol. 117, pp. 1-11, Aerospace science and technology, Amsterdam, The Netherlands, C1
A Fast and Reliable Approach for Driving Style Customization in Autonomous Vehicles
Mohammadreza Chalak Qazani, Houshyar Asadi, Chee Lim, Shady Mohamed, Darius Nahavandi, Abbas Khosravi, Saeid Nahavandi, Navneet Bhasin
(2021), SMC 2021 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
Wadhah Al-Ashwal, Houshyar Asadi, Shady Mohamed, S Abdulraqeb, Lars Kooijman, Darius Nahavandi, Ahmad Abu Alqumsan, Saeid Nahavandi
(2021), pp. 1-6, SMC 2021 : Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, Melbourne, Vic., E1
S Alsanwy, H Asadi, A Alqumsan, S Mohamed, D Nahavandi, S Nahavandi
(2021), pp. 1209-1214, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, E1
Bringing objectivity to motor skill assessment in children
Natalie Lander, Darius Nahavandi, Shady Mohamed, I Essiet, Lisa Barnett
(2020), Vol. 38, pp. 1539-1549, Journal of Sports Sciences, London, Eng., C1
Teacher perspectives of online continuing professional development in physical education
Natalie Lander, Steven Lewis, Darius Nahavandi, Kyler Amsbury, Lisa Barnett
(2020), pp. 1-15, Sport, Education and Society, Abingdon, Eng., C1
P Mohenzadeh Kebria, D Nahavandi, A Khosravi, S Nahavandi, F Bello
(2020), pp. 1-6, ICHMS 2020 : Proceedings of the 2020 IEEE International Conference on Human-Machine Systems, Online from Rome, E1
Autonomous navigation via deep imitation and transfer learning: a comparative study
Parham Kebria, A Khosravi, Ibrahim Hossain, N Mohajer, H Kabir, S Jalali, D Nahavandi, S Salaken, S Nahavandi, A Lagrandcourt, N Bhasin
(2020), pp. 2907-2912, SMC 2020 : Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, Toronto, Canada, E1
Effects of road path profiles on autonomous vehicles' handling behaviour
N Mohajer, M Rokonuzzaman, D Nahavandi, S Salaken, Z Najdovski, S Nahavandi
(2020), pp. 1-6, SYSCON 2020 : Proceedings of the 14th Annual IEEE International Systems Conference, Online, E1
From car sickness to autonomous car sickness: a review
J Iskander Istafanos, M Attia, K Saleh, D Nahavandi, A Abobakr, S Mohamed, H Asadi, A Khosravi, C Lim, M Hossny
(2019), Vol. 62, pp. 716-726, Transportation research part F: traffic psychology and behaviour, Amsterdam, The Netherlands, C1
Increasing motion fidelity in driving simulators using a fuzzy-based washout filter
Houshyar Asadi, Chee Lim, S Mohamed, D Nahavandi, Saeid Nahavandi
(2019), Vol. 4, pp. 298-308, IEEE transactions on intelligent vehicles, Piscataway, N.J., C1
Imali Hettiarachchi, Samer Hanoun, Darius Nahavandi, Saeid Nahavandi
(2019), Vol. 14, PloS one, San Francisco, Calif., C1
RGB-D ergonomic assessment system of adopted working postures
A Abobakr, D Nahavandi, M Hossny, J Iskander Istafanos, M Attia, S Nahavandi, M Smets
(2019), Vol. 80, pp. 75-88, Applied ergonomics, Amsterdam, Netherlands, C1
A knowledge discovery in motion sickness: a comprehensive literature review
A Koohestani, D Nahavandi, H Asadi, P Kebria, A Khosravi, R Alizadehsani, S Nahavandi
(2019), Vol. 7, pp. 85755-85770, IEEE access, Piscataway, N.J., C1
A Low Cost Anthropometric Body Scanning System Using Depth Cameras
D Nahavandi, A Abobakr, H Haggag, M Hossny
(2019), pp. 3486-3491, SMC 2018 : Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, E1
Development of a cloud-based computational framework for an empathetic robot
S Salaken, S Nahavandi, C McGinn, M Hossny, K Kelly, A Abobakr, D Nahavandi, J Iskander
(2019), pp. 102-108, ICCAE 2019 : Proceedings of the 11th International Conference on Computer and Automation Engineering, Perth, Western Australia, E1
Haptically-enabled VR-based immersive fire fighting training simulator
S Nahavandi, L Wei, J Mullins, M Fielding, S Deshpande, M Watson, S Korany, D Nahavandi, I Hettiarachchi, Z Najdovski, R Jones, A Mullins, A Carter
(2019), Vol. 997, pp. 11-21, CompCom 2019 : Intelligent Computing - Proceedings of the Computing Conference, London, England, E1
Cyclist Intent Prediction using 3D LIDAR Sensors for Fully Automated Vehicles
K Saleh, A Abobakr, D Nahavandi, J Iskander, M Attia, M Hossny, S Nahavandi
(2019), pp. 2020-2026, ITSC 2019 Proceedings of the IEEE Intelligent Transportation Systems Conference, Auckland, New Zealand, E1
Fingerprint synthesis via latent space representation
M Attia, M Attia, J Iskander, K Saleh, D Nahavandi, A Abobakr, M Hossny, S Nahavandi
(2019), pp. 1855-1861, SMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, Bari, Italy, E1
A k-NN classification based VR user verification using eye movement and ocular biomechanics
J Iskander, A Abobakr, M Attia, K Saleh, D Nahavandi, M Hossny, S Nahavandi
(2019), pp. 1844-1848, SMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, Bari, Italy, E1
High frame rate photorealistic flame rendering via generative adversarial networks
M Attia, A Abobakr, L Wei, K Saleh, J Iskander, H Zhou, D Nahavandi, M Hossny, S Nahavandi
(2019), pp. 2391-2396, SMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, Bari, Italy, E1
SSDPose: A single shot deep pose estimation and analysis
A Abobakr, H Abdelkader, J Iskander, D Nahavandi, Khaled Saleh, M Attia, M Hossny, S Nahavandi
(2019), pp. 1862-1868, AMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, Bari, Italy, E1
Exploring the effect of virtual depth on pupil diameter
J Iskander, M Attia, K Saleh, A Abobakr, D Nahavandi, M Hossny, S Nahavandi
(2019), pp. 1849-1854, SMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, Bari, Italy, E1
Optimal autonomous driving through deep imitation learning and neuroevolution
S Jalali, P Kebria, A Khosravi, K Saleh, D Nahavandi, S Nahavandi
(2019), pp. 1215-1220, SMC 2019 : Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, Bari, Italy, E1
Domain adaptation for vehicle detection from bird's eye view lidar point cloud data
K Saleh, A Abobakr, M Attia, J Iskander, D Nahavandi, M Hossny, S Nahavandi
(2019), pp. 3235-3242, ICCVW 2019 : Proceedings of the 2019 International Conference on Computer Vision Workshop, Seoul, South Korea, E1
D Nahavandi, A Abobakr, J Iskander, M Hossny
(2018), pp. 2724-2728, ITSC 2018 : Proceedings of the 2018 IEEE Intelligent Transportation Systems Conference, Maui, Hawaii, E1
Towards more accessible physiological data for assessment of cognitive load - a validation study
I Hettiarachchi, S Hanoun, D Nahavandi, J Iskander, M Hossny, S Nahavandi
(2018), pp. 3045-3050, SMC 2018 : The making of a human-centered cyber world : Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, E1
Skeleton-free RULA ergonomic assessment using Kinect sensors
D Nahavandi, M Hossny
(2017), Vol. 11, pp. 275-284, Intelligent decision technologies, Amsterdam, Netherlands, C1
Ergonomic effects of using lift augmentation devices in mining activities
D Nahavandi, J Iskander, M Hossny, V Haydari, S Harding
(2017), pp. 002012-002019, SMC 2016 : IEEE International Conference on Systems, Man and Cybernetics, Budapest, Hungary, E1
Skeleton-free task-specific rapid upper limb ergonomie assessment using depth imaging sensors
D Nahavandi, M Hossny
(2017), 2016 Conference Proceedings of IEEE Sensors, Florida, Orlando, E1
A kinect-based workplace postural analysis system using deep residual networks
A Abobakr, D Nahavandi, J Iskander, M Hossny, S Nahavandi, M Smets
(2017), ISSE 2017: Proceedings of the IEEE International Symposium on Systems Engineering, Vienna, Austria, E1
A skeleton-free kinect system for body mass index assessment using deep neural networks
D Nahavandi, A Abobakr, H Haggag, M Hossny, S Nahavandi, D Filippidis
(2017), ISSE 2017 : Proceedings of the IEEE International Symposium on Systems Engineering, Vienna, Austria, E1
RGB-D human posture analysis for ergonomic studies using deep convolutional neural network
A Abobakr, D Nahavandi, J Iskander, M Hossny, S Nahavandi, M Smets
(2017), pp. 2885-2890, SMC 2017 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Banff, Canada, E1
A skeleton-free body surface area estimation from depth images using deep neural networks
D Nahavandi, A Abobakr, H Haggag, M Hossny
(2017), pp. 2707-2711, SMC 2017 : Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Banff, Canada, E1
Passive muscle force analysis during vehicle access: a gender comparison
D Nahavandi, I Hettiarachchi, M Hossny
(2016), pp. 1-5, WAC 2016 Proceedings of the 2016 IEEE World Automation Congress : Machine Learning, Autonomous Vehicle Modeling and Control, Rio Grande, Puerto Rico, E1
Musculoskeletal analysis of mining activities
M Hossny, D Nahavandi, S Nahavandi, V Haydari, S Harding
(2015), pp. 184-189, 2015 IEEE : Proceedings of the 1st International Symposium on Systems Engineering (ISSE), Rome, Italy, E1
J McCormick, P Divers, S Hutchison, R Vincs, M Hossny, D Nahavandi, J Vincent, K Vincs
(2015), Melbourne, Vic., J1
Funded Projects at Deakin
Other Public Sector Funding
Hot Fire Training System
Prof Saeid Nahavandi, A/Prof James Mullins, Dr Michael Fielding, Dr Lei Wei, Dr Mohammed Hossny, Dr Matthew Watson, A/Prof Shady Mohamed, A/Prof Samer Hanoun, Mr Sameer Deshpande, Dr Darius Nahavandi
- 2019: $901,171
- 2018: $1,060,000
Advanced displays for future pilot - Phase 2
Dr Amanda Douglass, A/Prof Larry Abel, A/Prof Shady Mohamed, A/Prof Houshyar Asadi, Dr Darius Nahavandi
- 2022: $16,457
- 2021: $142,739
Virtual firefighting training simulation with real time performance monitoring - HotFire Trainer
Prof Saeid Nahavandi, A/Prof Asim Bhatti, A/Prof Samer Hanoun, Dr Darius Nahavandi, A/Prof Shady Mohamed, Dr Matthew Watson, A/Prof Abbas Khosravi, Dr Navid Mohajer, Mr Syed Salaken
- 2021: $1,178,725
Optimisation of visual display technology for elite pilots.
Dr Amanda Douglass, A/Prof Larry Abel, Miss Kate Coffey, A/Prof Shady Mohamed, A/Prof Houshyar Asadi, Dr Darius Nahavandi, A/Prof Asim Bhatti
- 2022: $53,730
Autonomous Leader - Follower
Prof Saeid Nahavandi, A/Prof Shady Mohamed, Dr Navid Mohajer, Dr Darius Nahavandi, Mr Ibrahim Hossain, Dr Parham Mohsenzadeh Kebria, Dr Ahmad Abu Alqumsan, Mr Mohammad Rokonuzzaman Pappu, Dr Adetokunbo Arogbonlo, Dr Seyed Mohammad Jalali
- 2022: $178,641
Industry and Other Funding
Development of injury risk assessment with markerless data collection - URP 2014-4055R
Prof Saeid Nahavandi, Dr Mohammed Hossny, Dr Darius Nahavandi
- 2017: $51,751
Autonomous electric Vehicle - URP2016 -3003R
Prof Saeid Nahavandi, Dr Mohammed Hossny, A/Prof Shady Mohamed, Dr Navid Mohajer, Dr Darius Nahavandi, Mr Ahmed Abobakr, Mr Mohamed Hassan Attia, Mr Khaled Aboufarw, A/Prof Zoran Najdovski
- 2019: $72,811
- 2018: $64,178
- 2017: $126,524
Exoskeleton Technologies
Prof Saeid Nahavandi, Dr Mohammed Hossny, Dr Darius Nahavandi, Ms Julie Iskander, Mr Ahmed Abobakr
- 2018: $15,939
- 2017: $15,919
Examining colour usage in next generation displays when using Laser Eye Protection - maximising visual attention capacity and reducing cognitive burden.
Dr Amanda Douglass, Prof Saeid Nahavandi, Mr Ben Armitage, A/Prof Houshyar Asadi, A/Prof Shady Mohamed, Dr Darius Nahavandi
- 2022: $28,633
- 2021: $46,597
Hanwha Redback Human Factors (HF) Preliminary Analysis.
Dr Darius Nahavandi, Dr Navid Mohajer, Dr Matthew Watson
- 2021: $4,762
Supervisions
Mohammadreza Chalak Qazani
Thesis entitled: Modelling and simulation of a motion cueing algorithm using prediction and computational intelligence techniques
Doctor of Philosophy (Information Technology), Institute for Intelligent Systems Research and Innovation