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» Object Recognition from Large Structural Libraries
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ECML
2007
Springer
13 years 12 months ago
Efficient Computation of Recursive Principal Component Analysis for Structured Input
Recently, a successful extension of Principal Component Analysis for structured input, such as sequences, trees, and graphs, has been proposed. This allows the embedding of discret...
Alessandro Sperduti
DAGSTUHL
2006
13 years 9 months ago
Many-to-Many Feature Matching in Object Recognition
One of the bottlenecks of current recognition (and graph matching) systems is their assumption of one-to-one feature (node) correspondence. This assumption breaks down in the gener...
Ali Shokoufandeh, Yakov Keselman, M. Fatih Demirci...
CVPR
2005
IEEE
14 years 10 months ago
Spatial Priors for Part-Based Recognition Using Statistical Models
We present a class of statistical models for part-based object recognition that are explicitly parameterized according to the degree of spatial structure they can represent. These...
David J. Crandall, Pedro F. Felzenszwalb, Daniel P...
ECMDAFA
2010
Springer
132views Hardware» more  ECMDAFA 2010»
13 years 8 months ago
An Integrated Facet-Based Library for Arbitrary Software Components
Reuse is an important means of reducing costs and effort during the development of complex software systems. A major challenge is to find suitable components in a large library wit...
Matthias Schmidt, Jan Polowinski, Jendrik Johannes...
ICPR
2008
IEEE
14 years 2 months ago
Support Vector Data Description for image categorization from Internet images
Training a classifier for object category recognition using images on the Internet is an attractive approach due to its scalability. However, a big challenge in this approach is ...
Xiaodong Yu, Daniel DeMenthon, David S. Doermann