University home page

Find an ExpertProfiling the University of Melbourne's Researchers

DR LIANG WANG



Contact Details

Organization: Computer Science and Software Engineering
Position: RESEARCH FELLOW GRADE 1
Email:

Qualifications, Honours, Fellowships and Other Awards

Qualifications

Title Institution Date Awarded Abbreviation
Bachelor of Engineering Anhui University 30-Jun-1997
Master of Engineering Anhui University 30-Jun-2000
Doctor of Philosophy Chinese Academy of Sciences 31-Mar-2004

Government Research Classifications

Research Fields, Courses and Discipline Classifications

Socio-Economic Objective Classifications

Publications

Publications produced at the University of Melbourne and reported in the Annual Publications Collection and 'Research Report' since 2001. The Themis Publications module, released in November 2006, allows additional publications from previous institutions and publications from past years to be entered.

Publications in 2009

Journal Articles

  • Automatically Determining the Number of Clusters in Unlabeled Data Sets
    Year: 2009
    Journal: IEEE Transactions on Knowledge and Data Engineering
    Volume: 21
    Issue: 3
    Page numbers: 335-350
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • Human action recognition by feature-reduced Gaussian process classification
    Year: 2009
    Journal: Pattern Recognition Letters
    Volume: 30
    Issue: 12
    Page numbers: 1059-1066
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.

Conference Publications/Papers

Publications in 2008

Journal Articles

  • Selective Sampling for Approximate Clustering of Very Large Data Sets
    Year: 2008
    Journal: International Journal of Intelligent Systems
    Volume: 23
    Issue: 3
    Page numbers: 313-331
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • Visual learning and recognition of sequential data manifolds with applications to human movement analysis
    Year: 2008
    Journal: Computer Vision and Image Understanding
    Volume: 110
    Issue: 2
    Page numbers: 153-172
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.

Conference Publications/Papers

  • Dual Clustering for Categorization of Action Sequences


    Year: 2008
    Event name: IAPR - 19th International Conference on Pattern Recognition
    Conference Publication: Proceedings of the 19th International Conference on Pattern Recognition
    Page numbers: 1-4
    Publisher: Omnipress(Los Angeles)
    Author(s):

  • Moving Shape Dynamics: A Signal Processing Perspective


    Year: 2008
    Event name: CVPR 2008 - IEEE Conference on Computer Vision and Pattern Recognition
    Conference Publication: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
    Page numbers: 1-8
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Adaptive Fusion of Gait and Face for Human Identification in Video
    Year: 2008
    Event name: WACV 2008 - IEEE Workshop on Applications of Computer Vision
    Conference Publication: Proceedings of the IEEE Workshop on Applications of Computer Vision
    Page numbers: 1-6
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Characteristic-Based Descriptors for Motion Sequence Recognition
    Year: 2008
    Event name: PAKDD 2008 - the Pacific-Asia Conference on Knowledge Discovery and DataMining
    Conference Publication: Advances in Knowledge Discovery and Data Mining (Lecture Notes in Computer Science)
    Volume: 5012
    Page numbers: 369-380
    Publisher: Springer Verlag(Berlin)
    Author(s):
  • Human Motion Recognition using Gaussian Processes Classification
    Year: 2008
    Event name: IAPR - 19th International Conference on Pattern Recognition
    Conference Publication: Proceedings of the 19th International Conference on Pattern Recognition
    Page numbers: 1-4
    Publisher: Omnipress(Los Angeles)
    Author(s):
  • Pattern Discovery in Motion Time Series via Structure-based Spectral Clustering
    Year: 2008
    Event name: CVPR 2008 - IEEE Conference on Computer Vision and Pattern Recognition
    Conference Publication: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
    Page numbers: 1-8
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • SpecVAT: Enhanced Visual Cluster Analysis
    Year: 2008
    Event name: ICDM 2008 - Eighth IEEE International Conference on Data Mining
    Conference Publication: Proceedings of the Eighth IEEE International Conference on Data Mining
    Page numbers: 638-647
    Publisher: The Institute of Electrical and Electronic Engineers(Piscataway, New Jersey)
    Author(s):

Publications in 2007

Journal Articles

  • Designing a Posture Analysis System with Hardware Implementation
    Year: 2007
    Journal: Journal of VLSI Signal Processing
    Volume: 47
    Issue: 1
    Page numbers: 33-45
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • Learning and matching of dynamic shape manifolds for human action recognition
    Year: 2007
    Journal: IEEE Transactions on Image Processing
    Volume: 16
    Issue: 6
    Page numbers: 1646-1661
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.

Conference Publications/Papers

  • Recognizing Human Activities from Silhouettes: Motion Subspace and Factorial Graph Model


    Year: 2007
    Event name: CVPR 07 - IEEE International Conference on Computer Vision and Pattern Recognition
    Conference Publication: Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition
    Page numbers: 1-8
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Distance-driven Fusion of Gait and Face for Human Identification in Video
    Year: 2007
    Event name: IVCNV-7 - 22nd Image and Vision Computing New Zealand Conference
    Conference Publication: Proceedings of the 22nd Image and Vision Computing Conference
    Page numbers: 19-24
    Publisher: University of Waikato(Hamilton)
    Author(s):
  • Dynamic biometrics fusion at feature level for video-based human recognition
    Year: 2007
    Event name: IVCNV-7 - 22nd Image and Vision Computing New Zealand Conference
    Conference Publication: Proceedings of the 22nd Image and Vision Computing Conference
    Page numbers: 152-157
    Publisher: University of Waikato(Hamilton)
    Author(s):
  • Extrapolating learned manifolds for human activity recognition
    Year: 2007
    Event name: ICIP 07 - 14th IEEE International Conference on Image Processing
    Conference Publication: Proceedings of the 14th IEEE International Conference on Image Processing
    Page numbers: 381-384
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Structure-based Statistical Features and Multivariate Time Series Clustering
    Year: 2007
    Event name: ICDM '07- IEEE International Conference on Data Mining
    Conference Publication: Proceedings of the IEEE International Conference on Data Mining
    Page numbers: 351-360
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Tensor Space Learning for Analyzing Activity Patterns from Video Sequences
    Year: 2007
    Event name: Seventh IEEE International Conference on Data Mining- Worskshops
    Conference Publication: ICDM Workshops 2007: Proceedings of the Seventh IEEE International Conference on Data Mining Workshops
    Page numbers: 63-68
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
    Editor(s):

Publications in 2006

Conference Publications/Papers

  • Abnormal walking gait analysis using silhouette-masked flow histograms


    Year: 2006
    Event name: ICPR 06 - 18th International Conference on Pattern Recognition
    Conference Publication: Proceedings of the 18th International Conference on Pattern Recognition
    Page numbers: 473-476
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):

  • From Blob Metrics to Posture Classification to Activity Profiling


    Year: 2006
    Event name: ICPR 06 - 18th International Conference on Pattern Recognition
    Conference Publication: Proceedings of the 18th International Conference on Pattern Recognition
    Page numbers: 736-739
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Analyzing human movements from silhouettes using manifold learning
    Year: 2006
    Event name: AVSS 06 - 5th IEEE International Conference on Advanced Video and Signal Based Surveillance
    Conference Publication: Proceedings of the 5th IEEE International Conference on Advanced Video and Signal Based Surveillance
    Page numbers: 1-6
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Informative shape representations for human action recognition
    Year: 2006
    Event name: ICPR 06 - 18th International Conference on Pattern Recognition
    Conference Publication: Proceedings of the 18th International Conference on Pattern Recognition
    Page numbers: 1266-1269
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):

Publications in 2005

Conference Publications/Papers

  • From Imaging Networks to Behaviour Profiling: Ubiquitous Sensing for Managed Homecare of the Elderly


    Year: 2005
    Event name: Pervasive 2005 - 3rd International Conference on Pervasive Computing
    Conference Publication: Adjunct Proceedings of the Third International Conference on Pervasive Computing
    Volume: 191
    Issue: 1
    Page numbers: 101-104
    Publisher: Austrian Computer Society(Vienna)
    Author(s):
  • Custom Hardware Architectures for Posture Analysis
    Year: 2005
    Event name: FPT 2005 - IEEE International Conference on Field-Programmable Technology
    Conference Publication: Proceedings of the IEEE International Conference on Field-Programmable Technology
    Page numbers: 77-84
    Publisher: IEEE Circuits and Systems Society(Singapore)
    Author(s):
  • Self-configuring video-sensor networks
    Year: 2005
    Event name: Pervasive 2005 - 3rd International Conference on Pervasive Computing
    Conference Publication: Adjunct Proceedings of the Third International Conference on Pervasive Computing
    Volume: 191
    Issue: 1
    Page numbers: 29-32
    Publisher: Austrian Computer Society(Vienna)
    Author(s):
  • Ubiquitous Sensing for Posture/Behaviour Analysis
    Year: 2005
    Event name: BSN 2005 - 2nd International Workshop on Wearable and Implantable Body Sensor Networks
    Conference Publication: Proceedings of the 2nd International Workshop on Wearable and Implantable Body Sensor Networks
    Page numbers: 112-115
    Publisher: Body Sensor Networks 2005(London)
    Author(s):

Publications in 2004

Journal Articles

  • A Survey of Visual Surveillance of Object Motion and Behaviours
    Year: 2004
    Journal: IEEE Transactions on Systems, Man and Cybernetics
    Volume: 34
    Issue: 3
    Page numbers: 334-352
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • Fusion of Static and Dynamic Body Biometrics for Gait Recognition
    Year: 2004
    Journal: IEEE Transactions on Circuits and Systems for Video Technology
    Volume: 14
    Issue: 2
    Page numbers: 149-158
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • Kinematics-based tracking of human walking in monocular video sequences
    Year: 2004
    Journal: Image and Vision Computing
    Volume: 22
    Issue: 5
    Page numbers: 429-441
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • People tracking based on motion model and motion constraints with automatic initialization
    Year: 2004
    Journal: Pattern Recognition Letters
    Volume: 37
    Issue: 7
    Page numbers: 1423-1440
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.

Conference Publications/Papers

  • Gait Analysis for Human Identification in Frequency Domain
    Year: 2004
    Event name: ICIG 2004 - 4th International Conference on Image and Graphics
    Conference Publication: Proceedings of the 4th International Conference on Image and Graphics
    Page numbers: 282-285
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):

Publications in 2003

Journal Articles

  • Automatic gait recognition based on statistical shape analysis
    Year: 2003
    Journal: IEEE Transactions on Image Processing
    Volume: 12
    Issue: 9
    Page numbers: 1120-1131
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • Recent developments in human motion analysis
    Year: 2003
    Journal: Pattern Recognition Letters
    Volume: 36
    Issue: 3
    Page numbers: 585-601
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.
  • Silhouette analysis based on gait recognition for human identification
    Year: 2003
    Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence
    Volume: 25
    Issue: 12
    Page numbers: 1505-1518
    Author(s):
    Super Search Source this item in the University's Catalouge locate this resource.

Conference Publications/Papers

  • Fusion of Static and Dynamic Body Biometrics for Gait Recogniton
    Year: 2003
    Event name: ICCV 2003 - 9th International Conference on Computer Vision
    Conference Publication: Proceedings of the 9th International Conference on Computer Vision
    Page numbers: 1449-1454
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):

Publications in 2002

Conference Publications/Papers

  • A New Attempt to Gait-Based Human Identification
    Year: 2002
    Event name: ICPR 2002 - 16th International Conference on Pattern Recognition
    Conference Publication: Proceedings of the 16th International Conference on Pattern Recognition
    Page numbers: 115-118
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Articulated Model Based People Tracking Using Motion Models
    Year: 2002
    Event name: ICMI 2002 - 4th International Conference on Multimodal Interfaces
    Conference Publication: Proceedings of the 4th International Conference on Multimodal Interfaces
    Page numbers: 383-388
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Face Tracking Using Motion-Guided Dynamic Template Matching
    Year: 2002
    Event name: ACCV 2002 - 5th Asian Conference on Computer Vision
    Conference Publication: Proceedings of the 5th Asian Conference on Computer Vision
    Page numbers: 448-453
    Publisher: Monash University(Melbourne)
    Author(s):
  • Gait Recognition Based on Procrustes Shape Analysis
    Year: 2002
    Event name: ICIP 2002 - 9th International Conference on Image Processing
    Conference Publication: Proceedings of the 9th IEEE International Conference on Image Processing
    Page numbers: 433-436
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
  • Model-based Tracking of Human Walking in Monocular Video Sequences
    Year: 2002
    Event name: TENCON 2002 - 17th IEEE Region 10 Technical Conference on Computers, Communication, Control and Power Engineering
    Conference Publication: Proceedings of the 17th IEEE Region 10 Technical Conference on Computers, Communication, Control and Power Engineering
    Page numbers: 537-540
    Publisher: IEEE Computer Society(Los Alamitos)
    Author(s):
top of page