Projects per year
Personal profile
Biography
Jianfei is a Professor at Faculty of IT, Monash University, where he currently serves as the Head for the Data Science & AI Department. Before that, he was a full professor, a cluster deputy director of Data Science & AI Research center (DSAIR), Head of Visual and Interactive Computing Division and Head of Computer Communications Division in Nanyang Technological University (NTU). His major research interests include computer vision, multimedia and visual computing. He has published more than 300 technical papers in international conferences and journals. He is a co-recipient of paper awards in ACCV, ICCM, IEEE ICIP and MMSP. He is currently on the editorial board of TPAMI and IJCV and has served as an Associate Editor for IEEE T-IP, T-MM, and T-CSVT as well as serving as Area Chair for CVPR, ICCV, ECCV, ACM Multimedia, IJCAI, ICME, ICIP, and ISCAS. He was the Chair of IEEE CAS VSPC-TC during 2016-2018. He also served as the leading TPC Chair for IEEE ICME 2012 and the best paper award committee chair/co-chair for IEEE T-MM 2020/2019. He is a Fellow of IEEE.
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(Personal webpage: https://jianfei-cai.github.io/)
(Google Scholar: https://scholar.google.com/citations?hl=en&user=N6czCoUAAAAJ)
(Office address: Room 201-B, 20 Exhibition Walk, Clayton VIC 3800)
(For DSAI Department matters, please send email to fit-dsai@monash.edu)
Expertise related to UN Sustainable Development Goals
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):
Education/Academic qualification
Electrical Engineering, Doctor of Philosophy, University of Missouri Columbia
Award Date: 19 May 2002
Electrical Engineering, Master of Engineering, Southeast University
Award Date: 24 Apr 1997
Electrical Engineering, Bachelor of Engineering, Nanjing University of Aeronautics and Astronautics
Award Date: 24 Jun 1994
Research area keywords
- visual computing
- computer vision
- vision and language
- 3D imaging and analysis
- deep learning
- Multimedia
Network
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ARC Training Centre for Optimal Ageing
Lim, Y. Y., Kulic, D., Grundy, J., Batstone, J., Olivier, P., Wilson Rajaratnam, S., Cornish, K., Anderson, C., Klein, B., Browning, C., Pase, M., Abdi, E., Robinson, N., McNaney, R., Srikanth, V., Hill, K., Flynn, D., Callisaya, M., Brusco, N., Carreno-Medrano, P., Cronin, J., Fripp, J., Kothari, N., Toms, M., Browne, E., Neilson, P., Orelowitz, J., Udagedara, I. B., De Chaumont Rambert, C., Haddock, R., Pitt, A., Pearman, A., Lethlean, G., Skye, S., Ong, A. & Cai, J.
Australian Research Council (ARC), Readiness Pty Ltd
25/05/23 → 25/05/28
Project: Research
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CSIRO Data61 Next Generation Graduates Programs: AI in Mental Health
McNaney, R., Olivier, P., Yap, M., Cai, J., Wu, L., Watterson, J., Haffari, R., Qu, L., Wilson Rajaratnam, S., Wang, T., Sharp, G., Alvarez-Jimenez, M., D'Alfonso, S. & Kostakos, V.
Monash University – Internal Department Contribution
5/04/23 → 31/12/27
Project: Research
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LHP#6—Malvern East Apartment Development Lighthouse Project
Rashidi, A., Bunster, V., Maxwell, D., Cruz Gambardella, C., Islam, M., Rollo, J., Dodd, M., Zhou, J., Chang, V., Cai, J., Godbole, S., Chiniforush, A., Gibson, B., Nero, R., Liu, X., Aye, L., Nguyen, T. & Ngo, T.
31/01/23 → 31/12/24
Project: Research
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Project 44 - Generative architectural design engine
Cruz Gambardella, C., Phung, D., McCormack, J., Cai, J., Murray, S., Weiss, K., Patterson, D., Huang, S. & Gribble, A.
12/04/22 → 11/04/25
Project: Research
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Accurate and real-time 3D pedestrian detection using an efficient attentive pillar network
Le, D. T., Shi, H., Rezatofighi, H. & Cai, J., Feb 2023, In: IEEE Robotics and Automation Letters. 8, 2, p. 1159-1166 8 p.Research output: Contribution to journal › Article › Research › peer-review
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Learning to Collocate Visual-Linguistic Neural Modules for image captioning
Yang, X., Zhang, H., Gao, C. & Cai, J., Jan 2023, In: International Journal of Computer Vision. 131, p. 82–100 19 p.Research output: Contribution to journal › Article › Research › peer-review
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Unpaired referring expression grounding via bidirectional cross-modal matching
Shi, H., Hayat, M. & Cai, J., 21 Jan 2023, In: Neurocomputing. 518, p. 39-49 11 p.Research output: Contribution to journal › Article › Research › peer-review
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AppFuse: an appearance fusion framework for saliency cues
Jerripothula, K. R., Mukherjee, P., Cai, J., Lu, S. & Yuan, J., Dec 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 12, p. 8261-8274 14 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
Auto-encoding and distilling scene graphs for image captioning
Yang, X., Zhang, H. & Cai, J., 1 May 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2313-2327 15 p.Research output: Contribution to journal › Article › Research › peer-review
10 Citations (Scopus)
Prizes
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First Place Award
Sharma, G. (Recipient), Stefanov, Kalin (Recipient), Dhall, A. (Recipient) & Cai, Jianfei (Recipient), 2022
Prize: Prize (including medals and awards)