A joint learning framework for attribute models and object descriptions

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2011, Pages 1227-1234

  Mahajan, Dhruv ^a   Sellamanickam, Sundararajan ^a   Nair, Vinod ^a  

^a YAHOO RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATASETS; CLASS INFORMATION; CLASSIFIER LEARNING; LEARNING FRAMEWORKS; OBJECT DESCRIPTION;

ANIMALS; IMAGE PROCESSING;

TEACHING;

EID: 84856659292     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCV.2011.6126373     Document Type: Conference Paper

References (12)

1. T. L. Berg, A. C. Berg, and J. Shih. Automatic attribute discovery and characterization from noisy web data. In ECCV, ECCV'10, pages 663-676, Berlin, Heidelberg, 2010. Springer-Verlag. 2
2. C. M. Bishop. Pattern Recognition and Machine Learning. Springer, 2006. 3
3. A. Bosch, A. Zisserman, and X. Munoz. Representing shape with a spatial pyramid kernel. In CIVR, pages 401-408, 2007. 5
4. T. G. Dietterich and G. Bakiri. Solving multiclass learning problems via error-correcting output codes. Journal of Artificial Intelligence Research, 2:263-286, 1995. 2
5. A. Farhadi, I. Endres, and D. Hoiem. Attribute-centric recognition for cross-category generalization. CVPR, 0:2352- 2359, 2010. 2
6. A. Farhadi, I. Endres, D. Hoiem, and D. Forsyth. Describing Objects by their Attributes. In CVPR, 2009. 1, 2, 3, 5, 8
7. V. Ferrari and A. Zisserman. Learning visual attributes. In NIPS, Dec. 2007. 2
8. N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar. Attribute and Simile Classifiers for Face Verification. In ICCV, Oct 2009. 1, 2
9. C. H. Lampert, H. Nickisch, and S. Harmeling. Learning to Detect Unseen Object Classes by Between-Class Attribute Tranfser. In CVPR, 2009. 1, 2, 3, 5, 7
10. O. Pujol, P. Radeva, and J. Vitria. Discriminant ecoc: A heuristic method for application dependent design of error correcting output codes. PAMI, 28:1007-1012, 2006. 2
11. Y. Su, M. Allan, and F. Jurie. Improving object classification using semantic attributes. In Proceedings of the British Machine Vision Conference, pages 26.1-26.10, 2010. 2
12. T. Tuytelaars, C. H. Lampert, M. B. Blaschko, and W. Buntine. Unsupervised object discovery: A comparison. IJCV, 88:284-302, June 2010. 2