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» Clustering Sequences of Complex Objects
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ICPR
2010
IEEE
14 years 11 months ago
Multi-object Segmentation in a Projection Plane Using Subtraction Stereo
We propose a method for multi-object segmentation in a projection plane. Our algorithm requires a stereo camera system called Subtraction Stereo, which extracts foreground informa...
Toru Ubukata, Kenji Terabayashi, Alessandro Moro, ...
IVC
2006
248views more  IVC 2006»
14 years 11 months ago
Appearance models for occlusion handling
Objects in the world exhibit complex interactions. When captured in a video sequence, some interactions manifest themselves as occlusions. A visual tracking system must be able to...
Andrew W. Senior, Arun Hampapur, Ying-li Tian, Lis...
BMCBI
2010
171views more  BMCBI 2010»
14 years 11 months ago
PyMix - The Python mixture package - a tool for clustering of heterogeneous biological data
Background: Cluster analysis is an important technique for the exploratory analysis of biological data. Such data is often high-dimensional, inherently noisy and contains outliers...
Benjamin Georgi, Ivan Gesteira Costa, Alexander Sc...
BMCBI
2008
132views more  BMCBI 2008»
14 years 11 months ago
Clustering ionic flow blockade toggles with a Mixture of HMMs
Background: Ionic current blockade signal processing, for use in nanopore detection, offers a promising new way to analyze single molecule properties with potential implications f...
Alexander G. Churbanov, Stephen Winters-Hilt
CVPR
2004
IEEE
16 years 1 months ago
Model-Based Motion Clustering Using Boosted Mixture Modeling
Model-based clustering of motion trajectories can be posed as the problem of learning an underlying mixture density function whose components correspond to motion classes with dif...
Vladimir Pavlovic