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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 deep learning. He has published more than 200 technical papers in international conferences and journals. He is a co-recipient of paper awards in ACCV, ICCM, IEEE ICIP and MMSP. He has served as an Associate Editor for IEEE T-IP, T-MM, T-CSVT and Visual Computer as well as serving as Area Chair for ICCV, ECCV, ACM Multimedia, ICME and ICIP. He was the Chair of IEEE CAS VSPC-TC during 2016-2018. He had also served as the leading TPC Chair for IEEE ICME 2012 and the best paper award committee co-chair for IEEE T-MM 2019.

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(Google Scholar: https://scholar.google.com/citations?hl=en&user=N6czCoUAAAAJ)

(Current office address: Room 316, 29 Ancora Imparo Way, Clayton VIC 3168)

Research area keywords

  • Computer Vision
  • 3D imaging and analysis
  • Vision and language
  • deep learning
  • multimedia processing

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Research Output 1998 2019

5 Citations (Scopus)

3D hand shape and pose estimation from a single RGB image

Ge, L., Ren, Z., Li, Y., Xue, Z., Wang, Y., Cai, J. & Yuan, J., 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. Gupta, A., Hoiem, D., Hua, G. & Tu, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 10833-10842 10 p. 8953612

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
5 Citations (Scopus)

Auto-encoding scene graphs for image captioning

Yang, X., Tang, K., Zhang, H. & Cai, J., 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. Gupta, A., Hoiem, D., Hua, G. & Tu, Z. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 10685-10694 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File
5 Citations (Scopus)

CNN-Based real-time dense face reconstruction with inverse-rendered photo-realistic face images

Guo, Y., Zhang, J., Cai, J., Jiang, B. & Zheng, J., 1 Jun 2019, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 6, p. 1294-1307 14 p.

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)

Conditional adversarial synthesis of 3D facial action units

Liu, Z., Song, G., Cai, J., Cham, T-J. & Zhang, J., 25 Aug 2019, In : Neurocomputing. 355, p. 200-208 9 p.

Research output: Contribution to journalArticleResearchpeer-review

2 Citations (Scopus)

Decoupled spatial neural attention for weakly supervised semantic segmentation

Zhang, T., Lin, G., Cai, J., Shen, T., Shen, C. & Kot, A. C., Nov 2019, In : IEEE Transactions on Multimedia. 21, 11, p. 2930-2941 12 p., 8705324.

Research output: Contribution to journalArticleResearchpeer-review