STAFF PROFILE
Professor Reza Hoseinnezhad
Position:
Professor
College / Portfolio:
School of Engineering Cluster
School / Department:
Manufacturing, Materials and Mechatronics
Phone:
+61 3 9925 6135
Campus:
Bundoora Campus
Contact me about:
Research supervision
Dr Hoseinnezhad is program manager for Bachelor of Engineering, Advanced Manufacturing and Mechatronics (Honours) program. He teaches three robotics and maechatronics-related courses which are all project-based courses with the projects being exciting robotics and automation competitions. Dr Hoseinnezhad's research is currently focused on statistical signal processing, multi-object filtering, stochastic geometry, and stochastic array processing. He is also engaged in research projects focussed on computer vision and robust segmentation, as well as vehicular electronics.
To access full details on teaching and research activities visit Dr Hoseinnezhad's personal web page.
- Wang, X.,Hoseinnezhad, R.,Gostar, A.,Rathnayake, T.,Xu, B.,Bab-Hadiashar, A. (2018). Multi-sensor control for multi-object Bayes filters In: Signal Processing, 142, 260 - 270
- Tennakoon, R.,Sadri, A.,Hoseinnezhad, R.,Bab-Hadiashar, A. (2018). Effective Sampling: Fast Segmentation Using Robust Geometric Model Fitting In: IEEE Transactions on Image Processing, 27, 4182 - 4194
- Wang, X.,Khodadadian Gostar, A.,Rathnayake, T.,Xu, B.,Bab-Hadiashar, A.,Hoseinnezhad, R. (2018). Centralized multiple-view sensor fusion using labeled multi-Bernoulli filters In: Signal Processing, 150, 75 - 84
- Li, S.,Yi, W.,Hoseinnezhad, R.,Wang, B.,Kong, L. (2018). Multiobject tracking for generic observation model using labeled random finite sets In: IEEE Transactions on Signal Processing, 66, 368 - 383
- Li, S.,Yi, W.,Hoseinnezhad, R.,Battistelli, G.,Wang, B.,Kong, L. (2018). Robust Distributed Fusion With Labeled Random Finite Sets In: IEEE Transactions on Signal Processing, 66, 278 - 293
- Chen, Z.,Yi, W.,Hoseinnezhad, R.,Kong, L.,Yang, X. (2017). Emitter localization based on signal waveform estimation In: Proceedings of the 2017 IEEE Radar Conference, Seattle, Washington, 8-12 May 2017
- Mafinejad, Y.,Kouzani, A.,Mafinezhad, K.,Hoseinnezhad, R. (2017). Low insertion loss and high isolation capacitive RF MEMS switch with low pull-in voltage In: International Journal of Advanced Manufacturing Technology, 93, 661 - 670
- Dadashnialehi, A.,Bab-Hadiashar, A.,Cao, Z.,Hoseinnezhad, R. (2017). Reliable EMF-sensor-fusion-based antilock braking system for BLDC motor in-wheel electric vehicles In: IEEE Sensors Letters, 2, 1 - 4
- Khodadadian Gostar, A.,Hoseinnezhad, R.,Bab-Hadiashar, A. (2017). A novel task-driven sensor-management method in multi-object filters using stochastic geometry In: Current and Future Developments in Artificial Intelligence, Bentham Science Publishers, United Arab Emirates
- Khodadadian Gostar, A.,Hoseinnezhad, R.,Rathnayake, T.,Wang, X.,Bab-Hadiashar, A. (2017). Constrained sensor control for labeled multi-bernoulli filter using Cauchy-Schwarz divergence In: IEEE Signal Processing Letters, 24, 1313 - 1317
- Miniature Crawling Robots for Rolling Stock Manufacture and Maintenance (R2.7.10). Funded by: Rail Manufacturing CRC Ltd - Scholarship from (2018 to 2021)
- Vision systems for processes control in metal additive manufacturing (CSIRO PhD scholarship). Funded by: CSIRO POSTGRADUATE SCHOLARSHIPS from (2018 to 2020)
- Detection of Structure and Defects of Additively Manufactured Parts (CSIRO PhD scholarship). Funded by: CSIRO POSTGRADUATE SCHOLARSHIPS from (2018 to 2021)
- Visual intelligence for safe vehicle operation in industrial environment. Funded by: ARC Linkage Grant 2016 from (2016 to 2019)
- Crowd tracking and visual analytics for rapidly deployable imaging devices. Funded by: ARC Linkage Grant 2016 from (2016 to 2019)
Note: Supervision projects since 2004
6 PhD Completions9 PhD Current Supervisions
Range segmentation, Motion segmentation, Motion estimation, Visual tracking, Autonomous vehicles, sensor fusion, Drive-by-Wire, Multi-Target Tracking.