Research output per year
Research output per year
Professor
The University of Western Australia (M002,M018), 35 Stirling Highway,
6009 Perth
Australia
Ajmal Mian's research group is working on the following projects
1. 3D Diffusion models for generating and understanding 3D scenes (ARC Discovery Project 2024).
2. Robust and Explainable 3D Computer Vision (ARC Future Fellowship 2022)
3. Defending Aritificial Intelligence against deception attacks, National Intelligence & Security Discovery Project 2022.
4. Text guided 3D Human action generating
5. Explainable Artificial Intelligence
(1) Ajmal Mian, “3D Diffusion Models for Generating and Understanding 3D Scenes”, Australian Research Council (ARC) Discovery Project, $501,000 [2024 – 2026]
(2) Ajmal Mian, Naveed Akhtar, Richard Hartley, “Defending Artificial Intelligence against deception attacks”, National Intelligence and Security Discovery Research Grant, $573,693. [2022 – 2025]
(3) Ajmal Mian, “Robust and Explainable 3D Computer Vision”, Australian Research Council Future Fellowship, $1,126,000 ARC + $604,481 UWA (2022 – 2025).
(4) David Coward, Oskar Karczewski, Ajmal Mian, Wienczyslaw Bykowski, Grzegorz Taberski, “Characterizing satellites using unresolved optical observations”, Australian Research Council Linkage Project, $303,161 [2022 – 2025]
(5) Mubarak Shah, Ajmal Mian, Naveed Akhtar, Yogesh Rawat, "DNA: Deceptive Neural-network Attack Signature Identification", Defense Advanced Research Projects Agency (DARPA), USA, US$1,000,000 (2020-2022).
(6) Mubarak Shah, Ajmal Mian, Nazanin Rahnavard, Naveed Akhtar, "UTraP: Universal Transferable Perturbations for Machine Vision Disruption", Defense Advanced Research Projects Agency (DARPA), USA, US$1,000,000 (2020-2021).
(7) P Watson, N Jones, S Draper, M Bransby, E Cripps, ...., Ajmal Mian, ...."ARC Research Hub for Transforming Energy Infrastructure Through Digital Engineering", Australian Research Council, $5,000,000 ARC + $20,000,000 Industry funding (2020-2024).
(8) Dao-Yi Yu, William Morgan, David Mackey, Ajmal Mian, Stephen Cringle ... "Equipment Grant: Topcon OCT System with OCTA and Anterior Segment Options" NHMRC, $50,000 (2020).
(9) Jacqueline Alderson & Ajmal Mian, "Wearable Tech and Machine Learning: Disrupting Sports Analytics", Fremantle Football Club, $105,000 (2019-2021).
(10) Ajmal Mian, Defense against adversarial attackes on deep learning in computer vision, ARC DP190102443 $426000 ARC + $93918 UWA [2019-2021]
(11) Y. Gao, +6, Ajmal Mian, +13, "ARC Research hub for driving farming productivity and disease prevention" $5000000 ARC + $3828000 Industry [2018-2013]
(12) Ajmal Mian, "View and shape invariant modeling of human actions for smart surveillance", ARC DP160101458, $293000. [2016 - 2018]
(13) Peter Eastwood, Ajmal Mian, N. McArdle, D. Hillman, "Predicting Obstructive Sleep Apnoea using 3D craniofacial photography", NHMRC Project $425000. [2016 - 2018]
(14) I. Reid, +10, Ajmal Mian, "Computational infrastructure for developing deep machine learning models" ARC LIEF $250000. [2014 - ]
(15) Ajmal Mian, "Machine learning for fracture risk assessment using simple radiography", ARC Linkage [2014 - Relinquished]
(16) Ajmal Mian, "Active multispectral computer vision for defense and security" ARC Australian Research Fellowship $734,000 ARC + ~$100000 UWA. [2011 - 2015]
(17) E. Harvey, M. Shortis, Ajmal Mian, P. Culverhouse, D. Edington, D. Cline, "Automation of species recognition and size measurement of fish from underwater stereo-video imagery" ARC Linkage $436000 + Industry funds. [2011 - 2014]
(18) Robyn Owens, Ajmal Mian, "Person identification using multiple non-invasive iris and face biometrics in video", ARC DP $390000. [2010 - 2012]
(19) Ajmal Mian, "Integration of spatio-temporal video data for realtime smart proactive surveillance", ARC Australian Postdoctoral Fellowship $311298 ARC + ~$50000 UWA. [2008 - 2010]
(20) Ajmal Mian, F. Shafait, B. Ghanem, "Biomass estimation of fish in the wild", DAAD German Australian cooperation grant AU$15000 + EURO 15000. [2014 - 2015]
Artificial Intelligence
Explainable AI
Computer Vision
Deep Learning and Machine Learning
Object detection, tracking and segmentation in 3D point clouds from LiDAR sensor
Large scale 3D face recognition
Human action recognition in video
Automatic video description
3D object recognition
Multispectral Image Analysis
1. Computer Vision
2. Software Design
3. Computer Graphics
4. Computer Analysis & Visualization
5. Problem Solving & Programming with Python
6. Object Oriented Programming with Java
7. Electronic Circuit Analyis & Design
English
Pashto
Urdu
Hindi
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Ibrahim, M. I. (Creator), Akhtar, N. A. (Creator), Anwar, S. A. (Creator), Wise, M. (Creator) & Mian, A. M. (Creator), IEEE DataPort, 15 Mar 2023
DOI: 10.21227/s2p2-2e66, https://ieee-dataport.org/documents/perth-wa-localization-dataset-3d-point-cloud-maps
Dataset
Whitehouse, A. J. (Creator), Gilani, S. Z. (Creator), Shafait, F. (Creator), Mian, A. S. (Creator), Tan, D. W. (Creator), Maybery, M. T. (Creator), Keelan, J. A. (Creator), Hart, R. J. (Creator), Handelsman, D. J. (Creator), Goonawardene, M. (Creator) & Eastwood, P. R. (Creator), DRYAD, 8 Sept 2015
DOI: 10.5061/dryad.k5nr3, https://datadryad.org/resource/doi:10.5061/dryad.k5nr3
Dataset
Ibrahim, M. I. (Creator), Akhtar, N. (Creator), Anwar, S. (Creator) & Mian, A. (Creator), IEEE DataPort, 4 Dec 2023
DOI: 10.21227/cg01-8n53, https://ieee-dataport.org/documents/swan-0
Dataset
Aljawy, Z. M. M. (Creator), Anwar, S. (Contributor), Hassan, G. M. (Contributor) & Mian, A. (Supervisor), IEEE DataPort, 10 Jul 2023
DOI: 10.21227/dbr9-dq51
Dataset
Miao, B. M. (Creator), Bennamoun, M. B. (Creator), Gao, Y. G. (Creator) & Mian, A. M. (Creator), IEEE DataPort, 18 Jul 2022
DOI: 10.21227/6w7a-qq88, https://ieee-dataport.org/documents/ovos-occluded-video-object-segmentation-dataset
Dataset
Mian, A. (Investigator 01)
ARC Australian Research Council
1/04/24 → 31/03/27
Project: Research
Coward, D. (Investigator 01), Karczewski, O. (Investigator 02), Mian, A. (Investigator 03), bykowski, W. (Investigator 04) & taberski, G. (Investigator 05)
ARC Australian Research Council
24/08/23 → 31/12/27
Project: Research
Mian, A. (Investigator 01), Akhtar, N. (Investigator 02) & Hartley, R. (Investigator 03)
1/01/23 → 31/12/25
Project: Research
Watson, P. (Investigator 01), Jones, N. (Investigator 02), Draper, S. (Investigator 03), Bransby, F. (Investigator 04), Cripps, E. (Investigator 05), O'Loughlin, C. (Investigator 06), Hansen, J. (Investigator 07), An, H. (Investigator 08), Karrech, A. (Investigator 09), Doherty, J. (Investigator 10), Ivey, G. (Investigator 11), Randolph, M. (Investigator 12), Zhao, W. (Investigator 13), Wolgamot, H. (Investigator 14), Stemler, T. (Investigator 15), Cheng, L. (Investigator 16), French, T. (Investigator 17), Mian, A. (Investigator 18), Small, M. (Investigator 19), Hodkiewicz, M. (Investigator 20) & Grime, A. (Investigator 21)
ARC Australian Research Council
1/07/21 → 30/06/26
Project: Research
Mian, A. (Investigator 01) & Akhtar, N. (Investigator 02)
Department of Defense (United States)
1/10/20 → 31/03/23
Project: Research
Mian, A. (Recipient), 6 Dec 2023
Prize: Award
Mian, A. (Recipient), 24 Aug 2022
Prize: Fellowship
Mian, A. (Guest editor)
Activity: Editorial work or peer review of publications › Editorial activity
Mian, A. (Editor)
Activity: Editorial work or peer review of publications › Editorial activity
Mian, A. (Chair)
Activity: Conferences and workshops › Contribution or participation in a conference
Mian, A. (Organiser)
Activity: Conferences and workshops › Participation in workshop, seminar or course
Mian, A. (Chair)
Activity: Conferences and workshops › Contribution or participation in a conference