A bag-of-regions approach to sketch-based image retrieval

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2011, Pages 3661-3664

  Hu, Rui ^a   Wang, Tinghuai ^a   Collomosse, John ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

Bag of Regions; Bag of visual words; GF HOG; Sketch based Image Retrieval (SBIR)

Indexed keywords

BAG-OF-REGIONS; BAG-OF-VISUAL-WORDS; CANNY EDGES; DESCRIPTORS; GF-HOG; GRADIENT FIELDS; MULTIPLE SCALE; OBJECT SHAPE; PERFORMANCE IMPROVEMENTS; SHAPE REPRESENTATION; SKETCH-BASED IMAGE RETRIEVALS; VISUAL SEARCH;

IMAGE SEGMENTATION; PHOTOGRAPHY; SEARCH ENGINES;

IMAGE RETRIEVAL;

EID: 84863011794     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2011.6116513     Document Type: Conference Paper

References (18)

1. R. Hu, M. Barnard, and J. P. Collomosse, "Gradient field descriptor for sketch based retrieval and localization," in ICIP, 2010, pp. 1025-1028.
2. M. Eitz, K. Hildebrand, T. Boubekeur, and M. Alexa, "Sketch-based image retrieval: Benchmark and bag-of-features descriptors,"IEEE TVCG, vol. 99, 2010.
3. P. Arbelaez, M. Maire, C. Fowlkes, and J. Malik, "Contour detection and hierarchical image segmentation," IEEE TPAMI, vol. 5, no. 33, 2010.
4. C. Gu, J.J. Lim, P. Arbelaez, and J. Malik, "Recognition using regions," CVPR 2009, pp. 1030-1037, 2009.
5. D. Lowe, "Distinctive image features from scale-invariant key-points,"IJCV, vol. 60, pp. 91-110, 2004.
6. E. Shechtman and M. Irani, "Matching local self-similarities across images and videos," in CVPR, June 2007.
7. J. Ashley, M. Flickner, J. L. Hafner, D. Lee, W. Niblack, and D. Petkovic, "The query by image content (QBIC) system," in SIGMOD Conference, 1995, p. 475.
8. J.R. Smith and S.-F. Chang, "Visualseek: a fully automated content-based image query system," in ACM Multimedia, New York, NY, USA, 1996, pp. 87-98, ACM.
9. E. Sciascio, M. Mongiello, and M. Mongiello, "Content-based image retrieval over the web using query by sketch and relevance feedback," in In Proc. of 4 th Intl. Conf. on Visual Information Systems, 1999, pp. 123-130.
10. C. E. Jacobs, A. Finkelstein, and D. H. Salesin, "Fast multi-resolution image querying," in Proc. ACM SIGGRAPH, Aug. 1995, pp. 277-286.
11. M. Eitz, K. Hildebrand, T. Boubekeur, and M. Alexa, "A descriptor for large scale image retrieval based on sketched feature lines," in SBIM, 2009, pp. 29-38.
12. D. Hoiem, A. A. Efros, and M. Hebert, "Geometric context from a single image," in ICCV. October 2005, vol. 1, pp. 654-661, IEEE.
13. B. C. Russell, W. T. Freeman, A. A. Efros, J. Sivic, and A. Zisserman, "Using multiple segmentations to discover objects and their extent in image collections," CVPR, pp. 1605-1614, 2006.
14. S. Todorovic and N. Ahuja, "Learning subcategory relevances for category recognition," CVPR, pp. 1-8, 2008.
15. P. Pérez, M. Gangnet, and A. Blake, "Poisson image editing,"ACM Trans. Graph., vol. 22, no. 3, pp. 313-318, 2003.
16. N. Dalal and B. Triggs, "Histograms of oriented gradients for human detection," in CVPR, 2005, pp. 886-893.
17. V. Ferrari, "ETHZ extended shape classes," http://www. vision.ee.ethz.ch/datasets/.
18. K. Chatfield, J. Philbin, and A. Zisserman, "Efficient retrieval of deformable shape classes using local self-similarities,"ICCV Workshops, pp. 264-271, 2009.