CSIFT based locality-constrained linear coding for image classification

@article{Chen2014CSIFTBL,
  title={CSIFT based locality-constrained linear coding for image classification},
  author={Junzhou Chen and Qing Li and Qiang Peng and Kin Hong Wong},
  journal={Pattern Analysis and Applications},
  year={2014},
  volume={18},
  pages={441-450}
}
In the past decade, SIFT descriptor has been witnessed as one of the most robust local invariant feature descriptors and widely used in various vision tasks. Most traditional image-classification systems depend on the gray-based SIFT descriptors, which only analyze the gray level variations of the images. Misclassification may happen since their color contents are ignored. In this article, we concentrate on improving the performance of existing image-classification algorithms by adding color… CONTINUE READING
Related Discussions
This paper has been referenced on Twitter 1 time. VIEW TWEETS

References

Publications referenced by this paper.
Showing 1-10 of 25 references

Caltech-256 object category dataset

G Griffin, A Holub, P Perona
2007
View 8 Excerpts
Highly Influenced

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06) • 2006
View 8 Excerpts
Highly Influenced

One-shot learning of object categories

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2006
View 9 Excerpts
Highly Influenced

Locality-constrained Linear Coding for image classification

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 2010
View 4 Excerpts
Highly Influenced

Discriminative Color Descriptors

2013 IEEE Conference on Computer Vision and Pattern Recognition • 2013
View 1 Excerpt

Locality-constrained and spatially regularized coding for scene categorization

2012 IEEE Conference on Computer Vision and Pattern Recognition • 2012
View 2 Excerpts

Evaluating Color Descriptors for Object and Scene Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence • 2010
View 1 Excerpt

Supervised translation-invariant sparse coding

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 2010

Linear spatial pyramid matching using sparse coding for image classification

2009 IEEE Conference on Computer Vision and Pattern Recognition • 2009
View 3 Excerpts

Similar Papers

Loading similar papers…