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PAMI
2006
93views more  PAMI 2006»
13 years 10 months ago
Improving Multiclass Pattern Recognition by the Combination of Two Strategies
We present a new method of multiclass classification based on the combination of one-vs-all method and a modification of one-vs-one method. This combination of one-vs-all and one-v...
Nicolás García-Pedrajas, Domingo Ort...
PAMI
2006
126views more  PAMI 2006»
13 years 10 months ago
A 3D Shape Constraint on Video
We propose to combine the information from multiple motion fields by enforcing a constraint on the surface normals (3D shape) of the scene in view. The fact that the shape vectors ...
Hui Ji, Cornelia Fermüller
PR
2006
76views more  PR 2006»
13 years 10 months ago
Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints
Relevant component analysis (RCA) is a recently proposed metric learning method for semi-supervised learning applications. It is a simple and efficient method that has been applie...
Dit-Yan Yeung, Hong Chang
PRESENCE
2006
100views more  PRESENCE 2006»
13 years 10 months ago
Being There Together and the Future of Connected Presence
Research on virtual environments has provided insights into the experience of presence (or being there) and copresence (being there together). Several dimensions of this experienc...
Ralph Schroeder
PRL
2006
89views more  PRL 2006»
13 years 10 months ago
ROC graphs with instance-varying costs
Receiver Operating Characteristics (ROC) graphs are a useful technique for organizing classifiers and visualizing their performance. ROC graphs have been used in cost-sensitive le...
Tom Fawcett