5 search results - page 1 / 1 » Comparing compact codebooks for visual categorization |
CVIU
2010
13 years 11 months ago
2010
ICASSP
2011
IEEE
13 years 2 months ago
2011
IEEE
This paper studies a method for learning a discriminative visual codebook for various computer vision tasks such as image categorization and object recognition. The performance of...
ECCV
2008
Springer
15 years 23 days ago
2008
Springer
In patch-based object recognition, using a compact visual codebook can boost computational efficiency and reduce memory cost. Nevertheless, compared with a large-sized codebook, it...
ICML
2009
IEEE
14 years 11 months ago
2009
IEEE
Codebook-based representations are widely employed in the classification of complex objects such as images and documents. Most previous codebook-based methods construct a single c...
ECCV
2010
Springer
14 years 3 months ago
2010
Springer
Abstract. This paper presents a simple, yet effective method of building a codebook for pairs of spatially close SIFT descriptors. Integrating such codebook into the popular bag-o...