508 citations · 748 across the 20 of their papers we have counts for
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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…
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…
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…
On the Relationship between the Posterior and Optimal Similarity
Thomas M. Breuel
For a classification problem described by the joint density , models of $P(ω\eqω'|x,x')$ (the ``Bayesian similarity measure'') have been shown to be an optimal similarity m…
Efficient Binary and Run Length Morphology and its Application to Document Image Processing
Thomas M. Breuel
This paper describes the implementation and evaluation of an open source library for mathematical morphology based on packed binary and run-length compressed images for document im…
A Note on Approximate Nearest Neighbor Methods
Thomas M. Breuel
A number of authors have described randomized algorithms for solving the epsilon-approximate nearest neighbor problem. In this note I point out that the epsilon-approximate nearest…