4 citations · 6 across the 6 of their papers we have counts for
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cs.CV2007
View Based Methods can achieve Bayes-Optimal 3D Recognition
Thomas M. Breuel
This paper proves that visual object recognition systems using only 2D Euclidean similarity measurements to compare object views against previously seen views can achieve the same…
cs.CV2007
Learning View Generalization Functions
Thomas M. Breuel
Learning object models from views in 3D visual object recognition is usually formulated either as a function approximation problem of a function describing the view-manifold of an…
cs.CV2007
Learning Similarity for Character Recognition and 3D Object Recognition
Thomas M. Breuel
I describe an approach to similarity motivated by Bayesian methods. This yields a similarity function that is learnable using a standard Bayesian methods. The relationship of the a…