Sciweavers

2596 search results - page 367 / 520
» Classes and clusters in data analysis
Sort
View
JMIV
2006
100views more  JMIV 2006»
15 years 4 months ago
Mixed-State Auto-Models and Motion Texture Modeling
In image motion analysis as well as for several application fields like daily pluviometry data modeling, observations contain two components of different nature. A first part is ma...
Patrick Bouthemy, C. Hardouin, Gwenaëlle Piri...
ICMCS
2005
IEEE
185views Multimedia» more  ICMCS 2005»
15 years 10 months ago
Automatic Object Trajectory-Based Motion Recognition Using Gaussian Mixture Models
In this paper, we propose a novel technique for modelbased recognition of complex object motion trajectories using Gaussian Mixture Models (GMM). We build our models on Principal ...
Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld

Publication
170views
15 years 3 months ago
Covariance Regularization for Supervised Learning in High Dimensions
This paper studies the effect of covariance regularization for classific ation of high-dimensional data. This is done by fitting a mixture of Gaussians with a regularized covaria...
Daniel L. Elliott, Charles W. Anderson, Michael Ki...
ATAL
2005
Springer
15 years 10 months ago
Sift and Sort: Climbing the Semantic Pyramid
Information processing operations in support of intelligence analysis are of two kinds. They may sift relevant data from a larger body, thus reducing its quantity, or sort that dat...
H. Van Dyke Parunak, Peter Weinstein, Paul Chiusan...
145
Voted
3DPVT
2006
IEEE
169views Visualization» more  3DPVT 2006»
15 years 8 months ago
Qualitative Characterization of Deforming Surfaces
This paper extends the idea of classification schemes for static surface curvature into the temporal domain. We seek to identify regions in sequences of depth data that exhibit va...
T. C. Lukins, R. B. Fisher