Generating vocabulary for global feature representation towards commerce image retrieval

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2011, Pages 105-108

  Chen, Zhang ^a   Duan, Ling Yu ^a   Wang, Chunyu ^a   Huang, Tiejun ^a   Gao, Wen ^a  

^a PEKING UNIVERSITY   (China)

Author keywords

codebook; Commerce images; Global feature representation; Image retrieval; vocabulary tree

Indexed keywords

BAG OF WORDS; CODEBOOKS; DOMAIN SPECIFIC; E-COMMERCE APPLICATIONS; E-COMMERCE SITES; GLOBAL FEATURE; GLOBAL FEATURE REPRESENTATION; IMAGE SEARCH; LOW-LEVEL FEATURES; PRODUCT RECOMMENDATION; SUBJECTIVE EVALUATIONS; USER EXPERIENCE; VOCABULARY TREE;

ELECTRONIC COMMERCE; FEATURE EXTRACTION; OBJECT RECOGNITION; STATISTICS; WEBSITES;

IMAGE RETRIEVAL;

EID: 84863071869     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2011.6115607     Document Type: Conference Paper

References (13)

1. R. etc. Datta, "Image retrieval: Ideas, influences, and trends of the new age," ACM Computing Surveys (CSUR), vol. 40, no. 2, pp. 1-60, 2008.
2. BS. etc. Manjunath, "Color and texture descriptors," IEEE CSVT, vol. 11, no. 6, pp. 703-715, 2002.
3. etc. Philbin, "Object retrieval with large vocabularies and fast spatial matching," in CVPR. IEEE, 2007, pp. 1-8.
4. D. Nister and H. Stewenius, "Scalable recognition with a vocabulary tree," in CVPR. IEEE, 2006, vol. 2, pp. 2161-2168.
5. D.G. Lowe, "Distinctive image features from scale-invariant keypoints," IJCV, vol. 60, no. 2, pp. 91-110, 2004.
6. J. Sivic and A. Zisserman, "Video Google: A text retrieval approach to object matching in videos," 2003.
7. T. Leung and J. Malik, "Representing and recognizing the visual appearance of materials using three-dimensional textons,"IJCV, vol. 43, no. 1, pp. 29-44, 2001. (Pubitemid 32720091)
8. J. etc.Winn, "Object categorization by learned universal visual dictionary," in ICCV. IEEE, 2005, vol. 2, pp. 1800-1807.
9. C. etc. Dance, "Visual categorization with bags of keypoints,"in ECCV international workshop on statistical learning in computer vision, 2004, vol. 4.
10. N. Otsu, "A threshold selection method from gray-level histograms,"Automatica, vol. 11, pp. 285-296, 1975.
11. etc. Rubner, "The earth mover's distance as a metric for image retrieval," IJCV, vol. 40, no. 2, pp. 99-121, 2000.
12. etc. Belongie, "Shape matching and object recognition using shape contexts," IEEE PAMI, pp. 509-522, 2002.
13. I. Fogel and D. Sagi, "Gabor filters as texture discriminator, "Biological cybernetics, vol. 61, no. 2, pp. 103-113, 1989.