95 search results - page 1 / 19 » Unsupervised learning of high-order structural semantics fro... |
92
Voted
ICCV
2009
IEEE
14 years 8 months ago
2009
IEEE
Structural semantics are fundamental to understanding both natural and man-made objects from languages to buildings. They are manifested as repeated structures or patterns and are...
81
Voted
CVPR
2007
IEEE
15 years 5 months ago
2007
IEEE
A successful representation of objects in the literature is as a collection of patches, or parts, with a certain appearance and position. The relative locations of the different p...
ICIP
2006
IEEE
16 years 17 days ago
2006
IEEE
We propose a novel unsupervised learning algorithm to extract the layout of an image by learning latent object-related aspects. Unlike traditional image segmentation algorithms th...
115
Voted
NIPS
2004
15 years 8 days ago
2004
Capturing dependencies in images in an unsupervised manner is important for many image processing applications. We propose a new method for capturing nonlinear dependencies in ima...
90
Voted
MM
2005
ACM
15 years 4 months ago
2005
ACM
Latent Semantic Analysis (LSA) has shown encouraging performance for the problem of unsupervised image automatic annotation. LSA conducts annotation by keywords propagation on a l...