John See

John See  Ph.D

 
 (603) 8312 5478
 BR3005/AR4004, FCI

My research interests span computer vision, pattern recognition in general, and the emerging fields of affective computing and computational aesthetics. I am currently working on a broad spectrum of visual computing tasks: activity recognition, long-term video surveillance, face recognition and facial attribute retrieval. Recently, I have also shifted attention to study the computability of highly subjective tasks such as facial micro-expression analysis, aesthetics and styles of photographs, and emotion from images.

I lead the Visual Processing Lab (ViPrLab), an organically-grown research lab with a passion for producing good research, highly synergistic in our efforts and outwardly collaborative. I strive to create the lab I wish I had in graduate school.

Here are my online profiles: Google Scholar | DBLP | Scopus | ResearchGate

News
09/2018 2 papers accepted to VCIP 2018 in Taichung, Taiwan.
08/2018 I will be co-chairing Workshop on AI Aesthetics in Art and Media @ ACCV 2018 in Perth, Australia. I am also giving a Tutorial session @ ACCV 2018 on the state-of-the-art in facial micro-expression analysis. Details soon!
06/2018 Survey paper on facial micro-expression analysis published (open access) in Frontiers in Psychology (Scopus Q1).
I will be serving as TPC for a couple of ACM MM 2018 Workshops: 1st Workshop and Challenge on Comprehensive Video Understanding in the Wild, and Workshop on Audio-Visual Scene Understanding for Immersive Multimedia @ Seoul, Korea, and VCIP 2018 @ Taichung, Taiwan.
05/2018 I'm co-chairing the inaugural Facial Micro-expression Grand Challenge (MEGC) Workshop at FG 2018. More details here.
I will be starting my role as Visiting Research Fellow to Shanghai Jiao Tong University (SJTU) in collaboration with Prof. Weiyao Lin under the School of Electronic Information and Electrical Engineering (SEIEE). I will be on sabbatical leave from MMU until October 2018.
02/2018 Paper on attribute-based face retrieval accepted to Neurocomputing (Scopus Q1).
11/2017 2 papers (1 oral, 1 poster) accepted to MMM 2018 in Bangkok, Thailand.
Recent Publications
Less is more: Micro-expression recognition from video using apex frame
S.-T. Liong, J. See, K. Wong, R.C.-W. Phan,
Signal Processing: Image Communication, 2018.
[pdf] [arxiv]
Semantic facial scores and compact deep transferred descriptors for scalable face image retrieval
M.H. Lye M.F. Ahmad Fauzi H.A. Karim J. See R. Banaeeyan,
Neurocomputing, Vol. 9, 2018.
[pdf] [doi]
Towards demographic-based photographic aesthetics prediction for portraitures
M. Kairanbay, J. See, L.-K. Wong,
Int. Conf. on Multimedia Modeling (MMM), 2018.
[pdf]
Vehicle semantics extraction and retrieval for long-term carpark video surveillance
C.W. Cheong, R.W.-S. Lim, J. See, L.-K. Wong, I.K.T. Tan, A. Aris,
Int. Conf. on Multimedia Modeling (MMM), 2018.
[pdf]
Hybrid facial region extraction for micro-expression recognition system
S.-T. Liong, J. See, R.C.-W. Phan, K. Wong, S.-W. Tan,
Journal of Signal Processing Systems, 2018.
[pdf] [doi]
A survey of automatic facial micro-expression analysis: Databases, methods, and challenges
Y.H. Oh, J. See, A.C. Le Ngo, R. C.-W. Phan, V.M. Baskaran,
Frontiers in Psychology, Vol. 9, 2018.
[pdf] [doi]
Enriched long-term recurrent convolutional network for facial micro-expression recognition
H.-Q. Khor, J. See, R.C.-W. Phan, W. Lin,
Int. Conference on Automatic Face & Gesture Recognition (FG), 2018.
[pdf]
Micro-expression motion magnification: Global Lagrangian vs. Local Eulerian approaches
A. C. Le Ngo, Alan Johnston, Raphael C.-W. Phan, John See,
Int. Conference on Automatic Face & Gesture Recognition (FG), 2018.
[pdf]
Facial Micro-Expressions Grand Challenge 2018 Summary
M.H. Yap, J. See, X. Hong, S.-J. Wang,
Int. Conference on Automatic Face & Gesture Recognition (FG), 2018.
[pdf]
Exploiting textures for better action recognition in low-quality videos
S. Rahman, J. See, C.C. Ho,
EURASIP Journal on Image and Video Processing, Springer, Vol. 2017, No. 1, 2017.
[pdf]
Sparsity in dynamics of spontaneous subtle emotions: Analysis & application
A.C. Le Ngo, J. See, R. C.-W. Phan,
IEEE Transactions on Affective Computing, Vol. 8, No. 3, 2017.
[pdf] [doi]
Pic2Geom: A fast rendering algorithm for low-poly geometric art
R. Ng, L.-K. Wong, J. See,
Pacific-Rim Conference on Multimedia (PCM), 2017.
[pdf]
Effective recognition of facial micro-expressions with video motion magnification
Y. Wang, J. See, Y.-H. Oh, R.C.-W. Phan, Y. Rahulamathavan, H.-C. Ling, S.-W. Tan, X. Li,
Multimedia Tools and Applications, Vol. 76, No. 20, 2017.
[pdf] [doi]
On vehicle state tracking for long-term carpark video surveillance
R.W.-S. Lim, C.W. Cheong, J. See, I.K.T. Tan, L.-K. Wong, H.-Q. Khor,
Int. Conf. on Signal and Image Processing Applications (ICSIPA), 2017.
[pdf]
Filling the gaps: Reducing the complexity of networks for multi-attribute image aesthetic prediction
M. Kairanbay, J. See, L.-K. Wong, Y.-L. Hii,
Int. Conf. on Image Processing (ICIP), 2017.
[pdf]
More publications here...
Current Students
  • Khor Huai Qian (MSc, 2017 – Current)
  • Clarence Cheong (MSc, 2016 – Current)
  • Ryan Lim, (MSc, 2016 – Current)
  • Magzhan Kairanbay, (PhD, 2016 – Current)
  • Muhamad Faiz Ghazali, (MSc, 2016 – Current) co-advising with Lai-Kuan Wong
Past Students
  • Saimunur Rahman (MSc, 2014 – 2016) Currently R&D Engineer at Vitrox
  • Mahdi Saemi (Student RA, Nov 2014 – Feb 2015)
  • Tan Suyin (Student RA, Feb–Oct 2014)
Collaborators
  • Micro-expressions: Raphael Phan, Anh Cat Le Ngo (University of Nottingham, UK), Yandan Wang (Wenzhou Uni), Chrystalle Tan (Universiti Malaysia Sabah), Oh Yee Hui, Christy Liong (Feng Chia University, Taiwan)
  • Image Aesthetics and Abstraction: Wong Lai Kuan
  • Video Surveillance Tasks: Weiyao Lin (Shanghai Jiao Tong University), Chan Chee Seng (University of Malaya)
  • 360 Videos and Gesture-based Technology: Albert Quek
On-going Projects

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Previous Projects

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