• Publications
  • Influence
Silhouette Analysis-Based Gait Recognition for Human Identification
  • Liang Wang, T. Tan, H. Ning, W. Hu
  • Computer Science
  • IEEE Trans. Pattern Anal. Mach. Intell.
  • 1 December 2003
Human identification at a distance has recently gained growing interest from computer vision researchers. Gait recognition aims essentially to address this problem by identifying people based on theExpand
  • 1,043
  • 67
  • PDF
Automatic gait recognition based on statistical shape analysis
  • Liang Wang, T. Tan, W. Hu, H. Ning
  • Mathematics, Computer Science
  • IEEE Trans. Image Process.
  • 1 September 2003
Gait recognition has recently gained significant attention from computer vision researchers. This interest is strongly motivated by the need for automated person identification systems at a distanceExpand
  • 331
  • 22
  • PDF
Fusion of static and dynamic body biometrics for gait recognition
  • Liang Wang, H. Ning, T. Tan, W. Hu
  • Computer Science
  • IEEE Trans. Circuits Syst. Video Technol.
  • 1 February 2004
Vision-based human identification at a distance has recently gained growing interest from computer vision researchers. This paper describes a human recognition algorithm by combining static andExpand
  • 250
  • 9
Incremental spectral clustering by efficiently updating the eigen-system
In recent years, the spectral clustering method has gained attentions because of its superior performance. To the best of our knowledge, the existing spectral clustering algorithms cannotExpand
  • 123
  • 8
  • PDF
A spectral clustering approach to speaker diarization
In this paper, we present a spectral clustering approach to explore the possibility of discovering structure from audio data. To apply the Ng-Jordan-Weiss (NJW) spectral clustering algorithm toExpand
  • 54
  • 8
  • PDF
Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities
In recent years, spectral clustering method has gained attentions because of its superior performance compared to other traditional clustering algorithms such as K-means algorithm. The existingExpand
  • 113
  • 5
  • PDF
Fusion of static and dynamic body biometrics for gait recognition
  • Liang Wang, H. Ning, T. Tan, W. Hu
  • Computer Science
  • IEEE Transactions on Circuits and Systems for…
  • 13 October 2003
Vision-based human identification at a distance has recently gained growing interest from computer vision researchers. This paper describes a human recognition algorithm by combining static andExpand
  • 131
  • 5
  • PDF
Hierarchical Space-Time Model Enabling Efficient Search for Human Actions
We propose a five-layer hierarchical space-time model (HSTM) for representing and searching human actions in videos. From a features point of view, both invariance and selectivity are desirableExpand
  • 59
  • 5
  • PDF
Discriminative learning of visual words for 3D human pose estimation
This paper addresses the problem of recovering 3D human pose from a single monocular image, using a discriminative bag-of-words approach. In previous work, the visual words are learned byExpand
  • 80
  • 4
  • PDF
People tracking based on motion model and motion constraints with automatic initialization
  • H. Ning, T. Tan, Liang Wang, W. Hu
  • Mathematics, Computer Science
  • Pattern Recognit.
  • 1 July 2004
Human motion analysis is currently one of the most active research topics in computer vision. This paper presents a model-based approach to recovering motion parameters of walking people fromExpand
  • 53
  • 4
  • PDF