STAFF PROFILE
Professor Reza Hoseinnezhad
Position:
Associate Dean Mechanical & Automative
College / Portfolio:
STEM College
School / Department:
STEM|School of Engineering
Phone:
+61399256135
Campus:
Bundoora East
Contact me about:
Research supervision
Professor Reza Hoseinnezhad is leading the Mechanical & Automotive Engineering discipline in School of Engineering. His research is currently focused on multi-sensor fusion and machine vision applications in autonomous systems.
To access the full details of his research activities and funded projects, visit his personal web page.
- Yuan, Y.,Yi, W.,Hoseinnezhad, R.,Varshney, P. (2021). Robust Power Allocation for Resource-Aware Multi-Target Tracking with Colocated MIMO Radars In: IEEE Transactions on Signal Processing, 69, 443 - 458
- Chuah, W.,Tennakoon, R.,Hoseinnezhad, R.,Bab-Hadiashar, A. (2021). Deep Learning-Based Incorporation of Planar Constraints for Robust Stereo Depth Estimation in Autonomous Vehicle Applications In: IEEE Transactions on Intelligent Transportation Systems, , 1 - 12
- Ishtiaq, N.,Panicker, S.,Khodadadian Gostar, A.,Bab-Hadiashar, A.,Hoseinnezhad, R. (2021). Selective Sensor Control via Cauchy Schwarz Divergence In: Smart Trends in Computing and Communications: Proceedings of SmartCom 2020, Online, 24-25 January 2020
- Adinehvand, M.,Asadi, E.,Lai, C.,Khayyam, H.,Tan, K.,Hoseinnezhad, R. (2021). BogieBot: A Climbing Robot in Cluttered Confined Space of Bogies with Ferrous Metal Surfaces In: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021), Prague, Czech Republic, 27 September - 1 October 2021
- Phan, D.,Bab-Hadiashar, A.,Hoseinnezhad, R.,Nakhaie Jazar, R.,Date, A.,Jamali, A.,Pham, D.,Khayyam, H. (2020). Neuro-fuzzy system for energy management of conventional autonomous vehicles In: Energies, 13, 1 - 16
- Muthu, S.,Tennakoon, R.,Rathnayake, T.,Hoseinnezhad, R.,Suter, D.,Bab-Hadiashar, A. (2020). Motion Segmentation of RGB-D Sequences: Combining Semantic and Motion Information Using Statistical Inference In: IEEE Transactions on Image Processing, 29, 5557 - 5570
- Yi, W.,Fang, Z.,Li, W.,Hoseinnezhad, R.,Kong, L. (2020). Multi-Frame Track-Before-Detect Algorithm for Maneuvering Target Tracking In: IEEE Transactions on Vehicular Technology, 69, 4104 - 4118
- Tennakoon, R.,Bortsova, G.,Ørting, S.,Khodadadian Gostar, A.,Wille, M.,Saghir, Z.,Hoseinnezhad, R.,de Bruijne, M.,Bab-Hadiashar, A. (2020). Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem In: IEEE Transactions on Medical Imaging, 39, 854 - 865
- Yi, W.,Yuan, Y.,Hoseinnezhad, R.,Kong, L. (2020). Resource Scheduling for Distributed Multi-Target Tracking in Netted Colocated MIMO Radar Systems In: IEEE Transactions on Signal Processing, 68, 1602 - 1617
- Phan, D.,Bab-Hadiashar, A.,Fayyazi, M.,Hoseinnezhad, R.,Nakhaie Jazar, R.,Khayyam, H. (2020). Interval Type-2 Fuzzy Logic Control for Energy Management of Hybrid Electric Autonomous Vehicle In: IEEE Transactions on Intelligent Vehicles, , 1 - 11
- Non-destructive detection and analysis in AM metal (PhD candidate Sana Awan). Funded by: CSIRO Post Graduate Top Up Scholarship from (2021 to 2025)
- Automated Integrity Assessment of Self-Piercing Rivet Joints: i4.0 Approach. Funded by: ARC Linkage Project Grants 2019 from (2020 to 2023)
- Wireless systems for vehicular access, security and safety. Funded by: Automotive Engineering Graduate Program from (2019 to 2021)
- Development of a Simulation Tool for Adoption and Deployment of Autonomous Vehicles. Funded by: Automotive Engineering Graduate Program from (2019 to 2021)
- Miniature Crawling Robots for Rolling Stock Manufacture and Maintenance (R2.7.10) - (PhD Student: Mohammad Adinehvand) . Funded by: Rail Manufacturing CRC Ltd - Scholarship from (2018 to 2022)
Note: Supervision projects since 2004
10 PhD Completions10 PhD Current Supervisions
Range segmentation, Motion segmentation, Motion estimation, Visual tracking, Autonomous vehicles, sensor fusion, Drive-by-Wire, Multi-Target Tracking.