Social Relationship Understanding and Human Centric Analytics

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Related Publications

  • J. Li et. al., Dual-Glance Model for Deciphering Social Relationships, ICCV 2017.
  • J. Li et. al., Demo Paper: PreSense - An Assistive Presentation Self-Quantification System, ISM 2016.
  • J. Li et. al., Multi-stream Deep Learning Framework for Automated Presentation Assessment, ISM 2016.
  • T. Gan et. al., Multi-sensor Self-Quantification of Presentations, ACM Multimedia 2015. (doi: 10.1145/2733373.2806252)
  • T. Gan et. al., Recovering Social Interaction Spatial Structure from Multiple First-Person Views, ACM Multimedia workshops (IWSAM) 2014 (doi: 10.1145/2661126.2661134 )
  • T. Gan et. al., Temporal Encoded F-formation System for Social Interaction Detection, ACM Multimedia 2015. (doi: 10.1145/2502081.2502096)

Human Action (Gesture) Recognition and Understanding

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Related Publications

  • Y. Du, et. al., Semi-supervised Learning for Surface EMG-based Gesture Recognition, IJCAI 2017.
  • J. Li et. al., Attention Transfer from Web Images for Video Recognition, ACM MM 2017.
  • W. Li et. al., Multi-Camera Action Dataset for Cross-Camera Action Recognition Benchmarking, WACV 2017.
  • Y. Du, et. al., Marker-less 3D Human Motion Capture with Monocular Image Sequence and Height-Maps, ECCV 2016. (doi: 10.1007/978-3-319-46493-0_2)
  • A. Liu et. al., Benchmarking a Multi-modal & Multi-view & Interactive Dataset for Human Action Recognition, IEEE Transactions on Cybernetics 2016. (doi: 10.1109/TCYB.2016.2582918)
  • J. Zhang et. al., Human Action Recognition Based on Local Action Attributes, Journal of Electrical Engineering & Technology 2015. (doi: 10.5370/JEET.2015.10.2.030)
  • N. Xu et. al., Multi-Modal & Multi-View & Interactive Benchmark Dataset for Human Action Recognition, ACM Multimedia 2015. (doi: 10.1145/2733373.2806315)
  • H. Lin et. al., View-Invariant Feature Discovering for Multi-Camera Human Action Recognition, MMSP 2014.
  • W. Nie et. al., Multi-View Action Recognition by Cross-Domain Learning, MMSP 2014.

Face based Identity Inference

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Related Publications

  • Y. Wong, Towards Robust Identity Inference Under Surveillance Environments: From Still Images to Video Sequences, PhD Thesis 2012. (URL: http://espace.library.uq.edu.au/view/UQ:284194)
  • Y. Wong et. al., On Robust Face Recognition via Sparse Encoding: the Good, the Bad, and the Ugly, IET Biometrics 2014. (doi: 10.1049/iet-bmt.2013.0033)
  • C. Sanderson et. al., Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification, AVSS 2012. (doi: 10.1109/AVSS.2012.23)
  • Y. Wong et. al., On Robust Biometric Identity Verification via Sparse Encoding of Faces: Holistic vs Local Approaches, IJCNN 2012. (doi: 10.1109/IJCNN.2012.6252611)
  • Y. Wong et. al., Patch-based Probabilistic Image Quality Assessment for Face Selection and Improved Video-based Face Recognition, CVPR workshop 2011. (doi: 10.1109/CVPRW.2011.5981881)
  • ** Highest Impact Award (presented at CVPR 2015 Biometrics Workshop)
  • Y. Wong et. al., Dynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference, ICPR 2010. (doi: 10.1109/ICPR.2010.299)

Face Processing

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Related Publications

  • J. Li et. al., Learning Controllable Face Generator from Disjoint Dataset, CAIP 2019.
  • J. Li et. al., Towards Protecting Biometric Templates Without Sacrificing Performance, ICPR 2016.
  • Y. Wong et. al., Regression Based Non-Frontal Face Synthesis for Improved Identity Verification, CAIP 2009. (doi: 10.1007/978-3-642-03767-2_14)

Visual Saliency

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Related Publications

  • Y. Luo et. al., Multi-Camera Saliency, TPAMI 2015. (doi: 10.1109/TPAMI.2015.2392783)
  • Y. Luo et. al., Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction, CVPR 2015.

Video Surveillance

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Related Publications

  • Y. Wong et. al., Discovering Person Identity via Large-Scale Observations, ACCV Workshop (HIS) 2014. (doi: 10.1007/978-3-319-16634-6_44)
  • P. Natarajan et. al., Scalable Decision-Theoretic Coordination and Control for Real-Time Active Multi-Camera Surveillance, ICDCS 2014 (invited paper).
  • L. Chaisorn and Y. Wong, Video Analytics for Surveillance Camera Networks, ICON 2013 (invited paper). (doi: 10.1109/ICON.2013.6782002)

HEp-2 Cell Classification

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Related Publications

  • A. Wiliem et. al., Automatic Classification of Human Epithelial Type 2 Cell Indirect Immunofluorescence Images using Cell Pyramid Matching, Pattern Recognition 2014. (doi: 10.1016/j.patcog.2013.10.014)
  • A. Wiliem et. al., Classification of Human Epithelial Type 2 Cell Indirect Immunofluoresence Images via Codebook Based Descriptors, WACV, 2013. (doi: 10.1109/WACV.2013.6475005)
  • A. Wiliem et. al., Multi-Scale Multi-Region Probabilistic Histograms for HEp-2 Cell Classification, ICPR Contest 2012. Rank 8 out of 30 submission