Projects per year
Personal profile
Biography
Munawar is a Senior Lecturer at Faculty of IT, Monash University, Melbourne, Australia. He is an ARC DECRA fellow. Munawar completed his PhD in Computer Vision from The University of Western Australia (UWA). His PhD thesis received multiple awards including the prestigious Robert Street Prize. His research interests are in computer vision, machine/deep learning, and affective computing.
Education/Academic qualification
Computer Science, Doctor of Philosophy, University of Western Australia
Award Date: 15 May 2015
Space Science, Masters in Space Science and Technology, Luleå tekniska universitet
Award Date: 1 Dec 2011
Avionics Engineering, Bachelor of Engineering, National University of Sciences & Technology (Pakistan)
Award Date: 1 Oct 2009
Research area keywords
- Computer Vision
- Deep learning
- Image Processing
- Machine Learning
- Affective Computing
Network
Projects
- 2 Active
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Towards Robotic Empathy: A human centred approach to future AI machines
Australian Research Council (ARC)
26/10/20 → 25/10/23
Project: Research
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Improving the specificity of affective computing via multimodal analysis
Goecke, R., Hayat, M., Cohn, J., Schuller, B. & Morency, L. P.
Monash University – Internal School Contribution
1/10/19 → 30/09/22
Project: Research
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Deeply supervised discriminative learning for adversarial defense
Mustafa, A., Khan, S. H., Hayat, M., Goecke, R., Shen, J. & Shao, L., 1 Sep 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 9, p. 3154-3166 13 p., 9025211.Research output: Contribution to journal › Article › Research › peer-review
4 Citations (Scopus) -
Multi-stage progressive image restoration
Zamir, S. W., Arora, A., Khan, S., Hayat, M., Khan, F. S., Yang, M-H. & Shao, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. Masson-Forsythe, M. & Mortensen, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 14816-14826 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
63 Citations (Scopus) -
NTIRE 2021 challenge on image deblurring
Nah, S., Son, S., Lee, S., Timofte, R., Lee, K. M., Chen, L., Zhang, J., Lu, X., Chu, X., Chen, C., Xiong, Z., Xu, R., Xiao, Z., Huang, J., Zhang, Y., Xi, S., Wei, J., Bai, H., Cheng, S., Wei, H. & 78 others, , 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. Masson-Forsythe, M. & Mortensen, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 149-165 17 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
19 Citations (Scopus) -
NTIRE 2021 nonhomogeneous dehazing challenge report
Ancuti, C. O., Ancuti, C., Vasluianu, F. A., Timofte, R., Fu, M., Liu, H., Yu, Y., Chen, J., Wang, K., Chang, J., Wang, X., Liu, J., Xu, Y., Zhang, X., Zhao, M., Zhou, S., Chen, T., Fu, J., Jiang, W., Gao, C. & 76 others, , 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. Masson-Forsythe, M. & Mortensen, E. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 627-646 20 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
18 Citations (Scopus) -
Synthesizing the unseen for zero-shot object detection
Hayat, N., Hayat, M., Rahman, S., Khan, S., Zamir, S. W. & Khan, F. S., 2021, Computer Vision – ACCV 2020 : 15th Asian Conference on Computer Vision Kyoto, Japan, November 30 – December 4, 2020 Revised Selected Papers, Part III. Ishikawa, H., Liu, C-L., Pajdla, T. & Shi, J. (eds.). Cham Switzerland: Springer, p. 155-170 16 p. (Lecture Notes in Computer Science ; vol. 12624).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review