21 search results - page 1 / 5 » Image Classification Using Spatial Pyramid Coding and Visual... |
114
Voted
ACCV
2010
Springer
14 years 8 months ago
2010
Springer
The ignorance on spatial information and semantics of visual words becomes main obstacles in the bag-of-visual-words (BoW) method for image classification. To address the obstacles...
164
Voted
CVPR
2009
IEEE
16 years 8 months ago
2009
IEEE
Recently SVMs using spatial pyramid matching (SPM)
kernel have been highly successful in image classification.
Despite its popularity, these nonlinear SVMs have a complexity
O(n...
192
Voted
ICCV
2007
IEEE
16 years 3 months ago
2007
IEEE
We explore the problem of classifying images by the object categories they contain in the case of a large number of object categories. To this end we combine three ingredients: (i...
122
Voted
ICPR
2010
IEEE
14 years 11 months ago
2010
IEEE
We propose a scene classification method, which combines two popular methods in the literature: Spatial Pyramid Matching (SPM) and probabilistic Latent Semantic Analysis (pLSA) mod...
122
Voted
ECCV
2010
Springer
15 years 5 months ago
2010
Springer
Recent research has shown the effectiveness of using sparse coding(Sc) to solve many computer vision problems. Motivated by the fact that kernel trick can capture the nonlinear sim...