Research output per year
Research output per year
Personal profile
Biography
Dr Mousumi Rizia is a Research Fellow in the Neuroinformatics research group at the ANU School of Computing. Her research focuses on advancing artificial intelligence (deep learning and deep generative modelling) for the development of early, non-invasive anomaly detection methods across domains.
With more than a decade of experience at the intersection of technology and education, Dr Rizia is passionate about transdisciplinary collaboration and the co-production of impactful research and education. Previously, she served as a Research Associate at the NASA MIRO Aerospace Centre (former cSETR) at the University of Texas at El Paso, and held the rank of Squadron Leader in the Bangladesh Air Force.
Research Interests
- Computer Vision
- Deep Learning/Deep Generative Modelling
- Neuroinformatics
- Robotics and Autonomous Inspection
- Autonomous Intelligent Inspection
- Computational Engineering (CFD) and Thermal Sciences
Qualifications
Ph.D. in Mechanical Engineering (ME), University of Texas, El Paso, USA; M.Sc. (ME), Military Institute of Science & Technology, Bangladesh; FHEA (ANU, 2024)
Research student supervision
- Registered to supervise
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Collaborations and top research areas from the last five years
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Understanding the Development of Disease in Radiology Scans of the Brain through Deep Generative Modelling
Rizia, M. M., Xu, C., Roberts, J., Barrett, L., Karunasena, S., Edelstein, S. & Suominen, H., 2024, Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024. Cannataro, M., Zheng, H., Gao, L., Cheng, J., de Miranda, J. L., Zumpano, E., Hu, X., Cho, Y.-R. & Park, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4269-4275 7 p. (Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review
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Intelligent Crack Detection in Infrastructure Using Computer Vision at the Edge
Rizia, M. M., Reyes-Munoz, J. A., Ortega, A. G., Choudhuri, A. & Flores-Abad, A., Feb 2025, In: Expert Systems. 42, 2, 14 p., e13784.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Autonomous aerial flight path inspection using advanced manufacturing techniques
Rizia, M., Reyes-Munoz, J. A., Ortega, A. G., Choudhuri, A. & Flores-Abad, A., 2022, In: Robotica. 40, 7, p. 2128-2151 24 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Citations (Scopus) -
A CAM/AM-based trajectory generation method for aerial power plant inspection in GPS-denied environments
Rizia, M. M., Ortega, A. G., Reyes-Muñoz, J. A., McGee, M., Choudhuri, A. & Flores-Abad, A., 2020, AIAA Scitech 2020 Forum. American Institute of Aeronautics and Astronautics Inc. (AIAA), (AIAA Scitech 2020 Forum; vol. 1 PartF).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review
1 Citation (Scopus) -
Wind effect simulation on cylinders of octagonal sections at different locations
Rizia, M. M., Abedin, Z., Chowdhury, T. & Islam, M. Q., 13 Jul 2018, International Conference on Mechanical Engineering: Proceedings of the 12th International Conference on Mechanical Engineering, ICME 2017. Al Nur, M., Ali, M. & Ahmed, S. R. (eds.). American Institute of Physics Inc., Vol. 1980. 040003. (AIP Conference Proceedings; vol. 1980).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review