Towards low bit rate mobile visual search with multiple-channel coding

MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops

Volumn , Issue , 2011, Pages 573-582

  Ji, Rongrong ^a,b,d   Duan, Ling Yu ^a   Chen, Jie ^a   Yao, Hongxun ^b   Rui, Yong ^c   Chang, Shih Fu ^d   Gao, Wen ^a,b  

^a PEKING UNIVERSITY   (China)

^b HARBIN INSTITUTE OF TECHNOLOGY   (China)

^c MICROSOFT   (United States)

^d Och Spine at New York Presbyterian Hospitals   (United States)

Author keywords

Compact descriptor; Contextual learning; Data compression; Mobile visual search; Wireless communication

Indexed keywords

2-D BARCODES; CODING CHANNEL; CODING SCHEME; COMPRESSION FUNCTIONS; COMPUTATIONAL CAPABILITY; CONTEXTUAL CUE; CONTEXTUAL LEARNING; DESCRIPTORS; HIGH-DIMENSIONAL; LOW BIT RATE; MOBILE PRODUCTS; MULTIPLE-CHANNEL; ORDERS OF MAGNITUDE; QUANTITATIVE COMPARISON; QUERY IMAGES; REFERENCE DATABASE; RF-ID TAGS; ROBUST PCA; VISUAL SEARCH; VISUAL SIGNATURES; WIRELESS COMMUNICATION;

CODES (SYMBOLS); DATA COMPRESSION; RADIO NAVIGATION; WIRELESS TELECOMMUNICATION SYSTEMS;

CHANNEL CODING;

EID: 84455212226     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2072298.2072372     Document Type: Conference Paper

References (30)

1. D. Chen, S. Tsai, V. Chandrasekhar, G. Takacs, J. Singh, and B. Girod. Tree histogram coding for mobile image matching. In DCC, 2009.
2. V. Chandrasekhar, G. Takacs, D. Chen, S. Tsai, R. Grzeszczuk, and B. Girod. Chog: Compressed histogram of gradients a low bit-rate feature descriptor. In CVPR, 2009.
3. V. Chandrasekhar, G. Takacs, D. Chen, S. Tsai, J. Singh, and B. Girod. Transform coding of image feature descriptors. In VCIP, 2009.
4. M. Makar, C. Chang, D. Chen, S. Tsai, and B. Girod. Compression of image patches for local feature extraction. In ICASSP, 2009.
5. B. Girod, V. Chandrasekhar, D. Chen, N.-M. Cheung, R. Grzeszczuk, Y. Reznik, G. Takacs, S. Tsai, and R. Vedantham. Mobile visual search. In IEEE Signal Processing Magazine, 2011.
6. Y. Reznik. Compact descriptors for visual search. In MPEG N11529, 2010.
7. D. Lowe. Distinctive image features from scale invariant keypoints. In IJCV, 2004.
8. H. Bay, T. Tuytelaars, and L. Van Gool. Surf: Speeded up robust features. In ECCV, 2006.
9. Y. Ke and R. Sukthankar. Pca-sift: A more distinctive representation for local image descriptors. In CVPR, 2004.
10. D. Nister and H. Stewenius. Scalable recognition with a vocabulary tree. In CVPR, 2006.
11. H. Jegou, M. Douze, C. Schmid, and P. Perez. Aggregating local descriptors into a compact image representation. In CVPR, 2010.
12. S. Tsai, D. Chen, G. Takacs, V. Chandrasekhar, J. Singh, and B. Girod. Location coding for mobile image retrieval. In MobileMedia, 2010.
13. D. Chen, S. Tsai, V. Chandrasekhar, et al. Inverted index compression for scalable image matching. In DCC, 2010.
14. A. Irschara, C. Zach, J. Frahm, and H. Bischof. From structure-from- motion point clouds to fast location recognition. In CVPR, 2009.
15. G. Schindler and M. Brown. City-scale location recognition. In CVPR, 2007.
16. G. Salton and C. Buckley. Term-weighting approaches in text retrieval. In Inform. Proc. and Manage., 1988.
17. J. Sivic and A. Zisserman. Video google: a text retrieval approach to object matching in videos. In ICCV, 2003.
18. C. Stauffer and W. Grimson. Learning patterns of activity using real-time tracking. In PAMI, 2000.
19. J. Wright, A. Ganesh, S. Rao, Y. Peng, and Y. Ma. A. Beck and M. Teboulle. A fast iterative shrinkage-thresholding algorithm for linear inverse problems. In SIAM Journal on Imaging Science, 2009.
20. R. Ji, L.-Y. Duan, T. Huang, H. Yao, and W. Gao. Pukbench: A contextual rich benchmark for mobile visual search. In 95th MPEG Meeting. CDVS AD HOC Group Input Contribution, 2010.
21. V. Chandrasekhar, D. Chen, S. Tsai, N.-M. Cheung, H. Chen, G. Takacs, Y. Reznik, R. Vedantham, R. Grzeszczuk, J. Bach, and B. Girod. The stanford mobile visual search dataset. In ACM Multimedia Systems Conference, 2011.
22. W. Zhang and J. Kosecka. Image based localization in urban environments. In 3DVT, 2006.
23. J.-A. Lee, K.-C. Yow, and A. Sluzek. Image based information guide on mobile devices. In Advances in Visual Computing, 2008.
24. J. Philipin, O. Chum, M. Isard, J. Sivic, and A. Zisserman. Object retrieval with large vocabulary and fast spatial matching. In CVPR, 2007.
25. D. Crandall, L. Backstrom, and J. Kleinberg. Mapping the world's photos. In WWW, 2009.
26. J. Hays and A. Efros. Img2gps: estimating geographic information from a single image. In CVPR, 2008.
27. Y. Zheng, M. Zhao, Y. Song, and H. Adam. Tour the world: building a web-scale landmark recognition engine. In CVPR, 2009.
28. X. Li, C. Wu, C. Zach, S. Lazebnik, and J.-M. Frahm. Modeling and recognition of landmark image collections using iconic scene graphs. In ECCV, 2008.
29. K. Mikolajczyk and C. Schmid. Performance evaluation of local descriptors. In PAMI, 2005.
30. V. Chandrasekhar, D. Chen, A. Lin, G. Takacs, S. Tsai, N. Cheung, Y. Reznik, R. Grzeszczuk, and B. Girod. Comparison of local feature descriptors for mobile visual search. In ICIP, 2010.