IEEE - Institute of Electrical and Electronics Engineers, Inc. - Unsupervised Learning of Dense Hierarchical Appearance Representations

2006 18th International Conference on Pattern Recognition

Author(s): F. Scalzo ; J.H. Piater
Sponsor(s): IEEE CPS
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Hong Kong, China
Conference Date: 20 August 2006
Volume: 2
Page(s): 395 - 398
ISBN (Paper): 0-7695-2521-0
ISSN (Paper): 1051-4651
DOI: 10.1109/ICPR.2006.1144
Regular:

We describe an unsupervised, probabilistic method for learning visual feature hierarchies. Starting from local, low-level features computed at random locations, the method combines features... View More

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