825 search results - page 2 / 165 » Learning Parts-Based Representations of Data |
CVPR
2007
IEEE
14 years 1 months ago
2007
IEEE
Detection of objects of a given class is important for many applications. However it is difficult to learn a general detector with high detection rate as well as low false alarm r...
CVPR
2004
IEEE
14 years 1 months ago
2004
IEEE
This paper presents a parts-based method for classifying scenes of 3D objects into a set of pre-determined object classes. Working at the part level, as opposed to the whole objec...
CVPR
2010
IEEE
14 years 3 months ago
2010
IEEE
Non-negative matrix factorization (NMF) is an excellent tool for unsupervised parts-based learning, but proves to be ineffective when parts of a whole follow a specific pattern. ...
ICML
2000
IEEE
14 years 10 months ago
2000
IEEE
JMLR
2012
12 years 7 days ago
2012
Unsupervised discovery of latent representations, in addition to being useful for density modeling, visualisation and exploratory data analysis, is also increasingly important for...