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Separable Linear Discriminant Classification  (Make Corrections)  
Christian Bauckhage and John K. Tsotsos Centre for Vision Research, York...



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Abstract: Linear discriminant analysis is a popular technique in computer vision, machine learning and data mining. It has been successfully applied to various problems, and there are numerous variations of the original approach. This paper introduces the idea of separable LDA. Towards the problem of binary classification for visual object recognition, we derive an algorithm for training separable discriminant classifiers. Our approach provides rapid training and runtime behavior and also tackles... (Update)

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BibTeX entry:   (Update)

@misc{ and-separable,
  author = "Christian Bauckhage And",
  title = "Separable Linear Discriminant Classification",
  url = "citeseer.ist.psu.edu/738743.html" }
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193   EigenTracking: Robust matching and tracking of articulated o.. - Black, Jepson - 1998
145   Rapid Object Detection using a Boosted Cascade of Simple Fea.. - Viola, Jones - 2001
140   The Elements of Statistical Learning (context) - Hastie, Tibshirani et al. - 2001
83   Geometrical and Statistical Properties of Systems of Linear .. (context) - Cover - 1965
50   Object Class Recognition by Unsupervised ScaleInvariant Lear.. - Fergus, Perona et al. - 2003
46   Recursively Implementing the Gaussian and Its Derivatives - Deriche - 1992
3   Fusion of Global and Local Information for Object Detection (context) - Garg, Agarwal et al. - 2002
3   Learning to Detect Objects in Images via a Sparse (context) - Agarwal, Awan et al. - 2004
1   Two-Dimensional Linear Discriminant Analysis (context) - Ye, Janardan et al. - 2005
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