Discriminative bag-of-visual phrase learning for landmark recognition

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2012, Pages 893-896

  Chen, Tao ^a   Yap, Kim Hui ^a   Zhang, Dajiang ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

BoP; BoW; discriminative visual phrases; landmark recognition

Indexed keywords

BAG OF WORDS; BOP; BOW; DATA SETS; FREQUENCY INFORMATION; LANDMARK RECOGNITION; MATCHING METHODS; OBJECT CATEGORIES; PHRASE FREQUENCY; RANKING ALGORITHM; SEMANTIC SIMILARITY; SIMILARITY MEASURE; VISUAL PHRASE;

ELECTRICAL ENGINEERING;

SIGNAL PROCESSING;

EID: 84867619529     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6288028     Document Type: Conference Paper

References (12)

1. Y. P. Li, D. J. Crandall, and D. P. Huttenlocher, "Landmark classification in large-scale image collections," Proceedings of IEEE International Conference on Computer Vision, Kyoto, Japan, 2009.
2. T. Chen, K.- H. Yap, L.-P. Chau, "A discriminative learning approach for mobile landmark recognition," IEEE International Conference on Image Processing, pp. 217-220, Brussels, Belgium, Sep. 2011.
3. T. Chen, K. -H. Yap, and L. -P. Chau, "Integrated content and context analysis for mobile landmark recognition," IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, pp. 1476-1486, 2011.
4. S. Lazebnik, C. Schmid, J. Ponce, "Beyond bags of features: spatial pyramid matching for recognizing natural scene categories," IEEE International Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 2169-2178, 2006.
5. K.-H. Yap, T. Chen, Z. Li, K. Wu, "A comparative study of mobile-based landmark recognition techniques," IEEE Intelligent Systems, vol. 25, no. 1, pp. 48-57, Jan./Feb. 2010.
6. S. L. Zhang, Q. Tian, G. Hua, et al., "Descriptive visual words and visual phrases for image applications," ACM International Conference on Multimedia, 2009.
7. J. Yuan, Y. Wu, M. Yang, "Discovery of collocation patterns: from visual words to visual phrases," IEEE Conference on Computer Vision and Pattern Recognition, 2007.
8. Y.-T. Zheng, M. Zhao, S.-Y. Neo, et al., "Visual synset: Towards a higher-level visual representation," IEEE International Conference on Computer Vision and Pattern Recognition, pp.1-8, 2008.
9. T. Li, T. Mei, I. -S. Kweon, X.-S. Hua, "Contextual bags-of-words for visual categorization," IEEE Transactions on Circuits and Systems for Video Technology, 2010.
10. Q. Tian, S. Zhang, W. Zhou, R., Ji, B., Ni, and N. Sebe, "Building descriptive and discriminative visual codebook for large-scale image applications," International Journal of Multimedia Tools and Applications, 2010.
11. T. Hofmann, "Unsupervised learning by probabilistic latent semantic analysis," Machine Learning, vol. 41, no. 2, pp. 177-196, 2001.
12. The Oxford Visual Geometry Research Group: www.robots.ox.ac.uk/~vgg/data/ oxbuildings/index.html.