Embedding spatial information into image content description for scene retrieval

Pattern Recognition

Volumn 43, Issue 9, 2010, Pages 3013-3024

  Hoang N V ^a,b   Gouet Brunet, V ^b   Rukoz, M ^a,c   Manouvrier, M ^a  

^a UNIVERSITÉ PARIS DAUPHINE   (France)

^b University of Paris Cité   (France)

^c UNIVERSITÉ PARIS OUEST NANTERRE LA DÉFENSE   (France)

Author keywords

CBIR; Local image features; Scalability; Spatial relationships

Indexed keywords

CONTENT BASED RETRIEVAL; QUALITY CONTROL; SCALABILITY;

CBIR; LOCAL IMAGE FEATURES; QUERY-BY EXAMPLE; RETRIEVAL QUALITY; SPATIAL INFORMATIONS; SPATIAL RELATIONSHIPS; STATE-OF-THE-ART TECHNIQUES; SYMBOLIC OBJECTS;

IMAGE RETRIEVAL;

EID: 79960368765     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2010.03.024     Document Type: Article

References (33)

1. G. Bouchard, B. Triggs, Hierarchical part-based visual object categorization, in: IEEE CVPR, San Diego, CA, 2005, pp. 710-715. (Pubitemid 43897264)
2. C. Chang, Spatial match retrieval of symbolic pictures, Journal of Information Science and Engineering 7 (3) (1991) 405-422.
3. S.-K. Chang, E. Jungert, A spatial knowledge structure for image information systems using symbolic projections, in: ACM Fall Joint Computer Conference, Los Alamitos, CA, USA, 1986, pp. 79-86. (Pubitemid 17536925)
4. O. Chum, J. Matas, S. Obdrzalek, Enhancing RANSAC by generalized model optimization, in: ACCV, Seoul, vol. 2, 2004, pp. 812-817.
5. R. Datta, D. Joshi, J. Li, J. Z. Wang, Image retrieval: ideas, influences, and trends of the new age, ACM Computing Surveys 40 (2) (2008) 1-60.
6. M. J. Egenhofer, R. D. Franzosa, Point set topological relations, International Journal of GIS (1991) 161-174.
7. I. Gilbert, S. Bowden, Scale invariant action recognition using compound features mined from dense spatio-temporal corners, in: ECCV, 2008, pp. 222-233.
8. K. Grauman, T. Darrell, The pyramid match kernel: discriminative classification with sets of image features, in: IEEE ICCV, Beijing, vol. 2, 2005, pp. 1458-1465. (Pubitemid 44042350)
9. D. Guru, P. Nagabhushan, Triangular spatial relationship: a new approach for spatial knowledge representation, Pattern Recognition Letters 22 (9) (2001) 999-1006. (Pubitemid 32621127)
10. N. V. Hoang, V. Gouet-Brunet, M. Rukoz, M. Manouvrier, Δ-TSR: a description of spatial relationships between objects for image retrieval, Research Report No. 44, LAMSADE, Paris-Dauphine University, 2009, 20pp. .
11. P. Huang, C. Lee, Image database design based on 9D-SPA representation for spatial relations, IEEE Transactions on Knowledge and Data Engineering 16 (12) (2004) 1486-1496. (Pubitemid 40010923)
12. H. Jégou, M. Douze, C. Schmid, Improving bag-of-features for large scale image search, International Journal of Computer Vision 87 (3) (2009) 316-336.
13. M. Y. Junsong Yuan, Y. Wu, Discovery of collocation patterns: from visual words to visual phrases, in: IEEE CVPR, 2007, pp. 1-8.
14. S. Lazebnik, C. Schmid, J. Ponce, Beyond bags of features: spatial pyramid matching for recognizing natural scene categories, in: IEEE CVPR, Washington, DC, USA, 2006, pp. 2169-2178. (Pubitemid 44931582)
15. D. Liu, G. Hua, P. Viola, T. Chen, Integrated feature selection and higher-order spatial feature extraction for object categorization, in: IEEE CVPR, 2008, pp. 1-8.
16. D. G. Lowe, Distinctive image features from scale-invariant keypoints, International Journal of Computer Vision 60 (2) (2004) 91-110.
17. J. C. Niebles, L. Fei-Fei, A hierarchical model of shape and appearance for human action classification, in: IEEE CVPR, Minneapolis, 2007, pp. 1-8.
18. D. Nistér, H. Stewénius, Scalable recognition with a vocabulary tree, in: IEEE CVPR, vol. 2, 2006, pp. 2161-2168. (Pubitemid 44931581)
19. E. Petrakis, Imagemap: an image indexing method based on spatial similarity, IEEE Transactions on Knowledge Data Engineering 14 (5) (2002) 979-987. (Pubitemid 35242609)
20. E. G. M. Petrakis, Design and evaluation of spatial similarity approaches for image retrieval, Image and Vision Computing 20 (1) (2002) 59-76. (Pubitemid 33142699)
21. J. Philbin, O. Chum, M. Isard, J. Sivic, A. Zisserman, Object retrieval with large vocabularies and fast spatial matching, in: IEEE CVPR, 2007, pp. 1-8.
22. P. Punitha, D. S. Guru, Symbolic image indexing and retrieval by spatial similarity: an approach based on B-tree, Pattern Recognition 41 (6) (2008) 2068-2085. (Pubitemid 351191972)
23. E. V. S. Berretti, A. Del Bimbo, Weighted walkthroughs between extended entities for retrieval by spatial arrangement, IEEE Transactions on Multimedia 5 (1) (2003) 52-70.
24. S. Savarese, J. Winn, A. Criminisi, Discriminative object class models of appearance and shape by correlations, in: IEEE CVPR, 2006, pp. 2033-2040. (Pubitemid 44931565)
25. J. Sivic, B. Russell, A. Efros, A. Zisserman, W. Freeman, Discovering objects and their location in images, in: IEEE ICCV, 2005, pp. 370-377. (Pubitemid 44054982)
26. J. Sivic, A. Zisserman, Video Google: a text retrieval approach to object matching in videos, in: IEEE ICCV, 2003, pp. 1470-1477.
27. T. Tuytelaars, K. Mikolajczyk, Local invariant feature detectors: a survey, Foundations and Trends in Computer Graphics and Vision 3 (3) (2008) 177-280.
28. V. Viitaniemi, J. Laaksonen, Spatial extensions to bag of visual words, in: CIVR'09: Proceeding of the ACM International Conference on Image and Video Retrieval, Santorini, Fira, Greece, 2009, pp. 1-8.
29. W. Wang, Y. Luo, G. Tang, Object retrieval using configurations of salient regions, in: ACM CIVR, 2008, pp. 67-74.
30. Z. Wu, Q. F. Ke, M. Isard, J. Sun, Bundling features for large-scale partialduplicate web image search, in: IEEE CVPR, 2009, pp. 25-32.
31. J. Yang, Y.-G. Jiang, A. Hauptmann, C.-W. Ngo, Evaluating bag-of-visual-words representations in scene classification, in: MIR Workshop, 2007, pp. 197-206.
32. L. Yang, P. Meer, D. Foran, Multiple class segmentation using a unified framework over mean patches, in: IEEE CVPR, 2007, pp. 1-8.
33. L. L. Zhu, Y. Chen, A. Yuille, Learning a hierarchical deformable template for rapid deformable object parsing, IEEE Transactions on Pattern Analysis and Machine Intelligence 99 (1) (2009) 1-15.