Two-stage local constrained sparse coding for fine-grained visual categorization

This is a preview of subscription content, access via your institution.

References

  1. 1

    Nilsback M E, Zisserman A. Automated flower classification over a large number of classes. In: Proceedings of Indian Conference on Computer Vision, Graphics and Image Processing, Madurai, 2008. 2: 722–729

    Google Scholar 

  2. 2

    Wah C, Branson S, Welinder P, et al. The Caltech- UCSD Birds-200-2011 Dataset. Computation and Neural Systems. Technical Report, CNS-TR-2011-001. 2011

    Google Scholar 

  3. 3

    Bo L F, Ren X F, Fox D. Multipath sparse coding using hierarchical matching pursuit. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Portland, 2013. 2: 660–667

    Google Scholar 

  4. 4

    Guo L H. Locality-constrained multi-task joint sparse representation for image classification. IEICE Trans Inform Syst, 2013, 96: 2177–2181

    Article  Google Scholar 

  5. 5

    Wang J J, Yang J C, Yu K, et al. Locality-constrained linear coding for image classification. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, 2010. 9: 3360–3367

    Google Scholar 

Download references

Acknowledgements

This work was partially supported by National Natural Science Foundation of China (Grant Nos. 61372007, 61571193), Natural Science Foundation of Guangdong Province (Grant No. 2015A030313210), Guangdong Science and Technology Program (Grant No. 2017A010101027), Guangzhou Science and Technology Program (Grant Nos. 201605130119420, 201707010141), and Fundamental Research Funds for the Central Universities (Grant No. 2015ZM138).

Author information

Affiliations

Authors

Corresponding authors

Correspondence to Lihua Guo or Qinghua Huang.

Additional information

The authors declare that they have no conflict of interest.

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Guo, L., Guo, C., Li, L. et al. Two-stage local constrained sparse coding for fine-grained visual categorization. Sci. China Inf. Sci. 61, 018104 (2018). https://doi.org/10.1007/s11432-017-9158-x

Download citation