19 search results - page 2 / 4 » Towards Unsupervised Discovery of Visual Categories |
NIPS
2008
13 years 6 months ago
2008
We develop a statistical framework for the simultaneous, unsupervised segmentation and discovery of visual object categories from image databases. Examining a large set of manuall...
14
Voted
CVPR
2007
IEEE
14 years 6 months ago
2007
IEEE
This paper proposes a novel approach to constructing a hierarchical representation of visual input that aims to enable recognition and detection of a large number of object catego...
ICMCS
2006
IEEE
13 years 11 months ago
2006
IEEE
Image retrieval has been widely used in many fields of science and engineering. The semantic concept of user interest is obtained by a learning process. Traditional techniques oft...
SAC
2008
ACM
13 years 4 months ago
2008
ACM
We systematically evaluate a recently proposed method for unsupervised discrimination power analysis for feature selection and optimization in multimedia applications. A series of...
KDD
2009
ACM
2009
ACM
Surveying the complementary role of automatic data analysis and visualization in knowledge discovery
13 years 11 months ago
The aim of this work is to survey and reflect on the various ways to integrate visualization and data mining techniques toward a mixed-initiative knowledge discovery taking the be...