Deakin Project Supervisor
Deakin School or Institute
Geelong Waurn Ponds Campus (Australia) and Coventry University (United Kingdom)
This is a doctoral cotutelle project between Deakin University (Australia) and Coventry University (United Kingdom).
The successful PhD Student will be awarded a scholarship from Deakin University with the supervision team being drawn from Deakin University and Coventry University. The PhD Student will graduate with two testamurs, one from Deakin University and one from Coventry University, each of which recognises that the program was carried out as part of a jointly supervised doctoral program. The program is for a duration of 4 years and scheduled to commence in September 2023.
The PhD Student is anticipated to spend up to 12 months of the total period of the program at Coventry University, with the remainder of the program based at Deakin University.
The project aims to use computer vision to detect and analyse awkward postures in construction workers. This will aid to control the risk of musculoskeletal disorders as one of the most significant risks affecting the construction sector. The final aim of the project is a dynamic and non-invasive method for monitoring and controlling the risk of musculoskeletal disorders in near real-time.
Construction industry has one of the highest rates of work-related injury or illness. In Australia and UK, the construction industry has the third-highest fatality rate of any industry (Safe Work Australia, 2020; Workplace fatal injuries in Great Britain, 2021). The construction fatality rate in 2020 was higher than the 5-year average in both countries. This indicates that the industry has reached saturation with respect to the traditional injury prevention strategies and new safety innovations are needed. This research aims to adopt computer vision to manage the risk of musculoskeletal disorders as one of the most significant risks affecting construction sector in Australia and UK. The aim is a dynamic and non-invasive method to detect and analyze awkward postures in near real-time and control the risk of musculoskeletal disorders.
The PhD research aims to use computer vision to detect and analyze awkward postures and control the risk of musculoskeletal disorders as the most significant illness in the Australian and UK construction sector. The aim is a dynamic and non-invasive method for monitoring and controlling the risk in near real-time.
The research will address the below questions:
- Can we develop an ergonomic hazard assessment model using computer vision which would be best suited to the context of construction work, and can outperform the existing models?
- Can we develop an On-site real-time alert system to prevent the negative consequences of ergonomic hazards?
The objectives of this study are as follow:
- Develop a real-time motion capture system using computer vision that enable workers' self-awareness of ergonomically hazardous operational patterns for different construction activities
- Develop an automatic risk postures assessment and real-time warning system
- Develop an alert system to send customized alerts to workers exposed to an unacceptable level of risk
Applications close 5pm, Saturday 27 May 2023
Please be aware that screening for this advert will commence immediately and the scholarship may be awarded prior to the closing date.
This scholarship is supported by Deakin University, is available over 3 years and includes:
- Stipend of $30,000 per annum tax exempt
- Relocation allowance of $500-1500 (for single to family) for students moving from interstate
- International students only: Single Overseas Student Health Cover policy for the duration of the student visa.
- Full Tuition Fee Waiver for up to 4 years
Funding to support travel of PhD Student between Deakin University and Coventry University
To be eligible you must:
- be either a domestic or international candidate. Domestic includes candidates with Australian Citizenship, Australian Permanent Residency or New Zealand Citizenship.
- meet the PhD entry requirements of both Deakin University and Coventry university, including English language proficiency requirements
- be enrolling full-time and or part-time
- be able to physically locate to both Coventry University (United Kingdom) and Deakin University (Australia)
Please refer to the research degree entry pathways page and Coventry’s research entry criteria page for further information.
How to apply
Applicants should firstly contact Dr Farnad Nasirzadeh or Dr Chandan Karmakar to discuss the project. After discussing your application with the Deakin Supervisor, you will be required to submit an Expression of interest directly with the relevant Faculty.
If successful, you will be invited by Deakin University to lodge a formal HDR application to Deakin.
The successful applicant will also be required to lodge a separate PhD application to Coventry University via the Coventry University application page.
For more information about this scholarship, please contact:
Dr Farnad Nasirzadeh
Email Dr Farnad Nasirzadeh
+61 3 522 78417