Publications
A Koohestani, M Abdar, S Hussain, A Khosravi, D Nahavandi, S Nahavandi, R Alizadehsani
(2021), pp. 1-14, Arabian Journal for Science and Engineering Section B: Engineering, Berlin, Germany, C1
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
Ergonomics 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, Dr Houshyar Asadi, Dr Darius Nahavandi
- 2021: $91,294
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, Mr Remus Jones
- 2021: $100,000
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, Dr Houshyar Asadi, A/Prof Shady Mohamed, Dr Darius Nahavandi
- 2021: $26,981
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