A descriptor for large scale image retrieval based on sketched feature lines

Sketch-Based Interfaces and Modeling 2009 - ACM SIGGRAPH/Eurographics Symposium Proceedings

Volumn , Issue , 2009, Pages 29-36

  Eitz, Mathias ^a   Hildebrand, Kristian ^a   Boubekeur, Tamy ^b   Alexa, Marc ^a  

^a TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

^b INSTITUT TELECOM   (France)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR HISTOGRAM; DESCRIPTORS; FEATURE LINES; FULL COLOR IMAGES; LARGE IMAGE DATABASE; PRE-PROCESSING STEP; QUERY RESULTS; SKETCH-BASED IMAGE RETRIEVALS;

COLOR; DATABASE SYSTEMS; IMAGE RETRIEVAL; MOTION PICTURE EXPERTS GROUP STANDARDS;

COLOR MATCHING;

EID: 70450255078     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1572741.1572747     Document Type: Conference Paper

References (38)

1. BEYER K., GOLDSTEIN J., RAMAKRISHNAN R., SHAFT U.: When Is "Nearest Neighbor" Meaningful? LECTURE NOTES IN COMPUTER SCIENCE (1999), 217-235.
2. BELONGIE S., MALIK J., PUZICHA J.: Matching shapes. In ICCV (2001), pp. 454-463.
3. CARSON C., BELONGIE S., GREENSPAN H., MALIK J.: Blobworld: Image segmentation using expectation-maximization and its application to image querying. IEEE Transactions on Pattern Analysis and Machine Intelligence 24, 8 (2002), 1026-1038.
4. CHANG N., FU K.: Query-by-pictorial-example. In The IEEE Computer Society's Third International Computer Software and Applications Conference, 1979. Proceedings. COMPSAC 79 (1979), pp. 325-330.
5. COLE F., GOLOVINSKIY A., LIMPAECHER A., BARROS H. S., FINKELSTEIN A., FUNKHOUSER T., RUSINKIEWICZ S.: Where do people draw lines? ACM Transactions on Graphics 27, 3 (Aug. 2008), 88:1-88:11.
6. CHAN Y., LEI Z., LOPRESTI D., KUNG S.: A feature-based approach for image retrieval by sketch. SPIE Storage and Retrieval for Image and Video Databases II (1997).
7. CHALECHALE A., NAGHDY G., MERTINS A.: Sketch-based image matching using angular partitioning. IEEE Transactions on Systems, Man and Cybernetics, Part A 35, 1 (2005), 28-41.
8. DEL BIMBO A., PALA P.: Visual image retrieval by elastic matching of user sketches. IEEE Transactions on Pattern Analysis and Machine Intelligence 19, 2 (1997), 121-132.
9. DATTA R., JOSHI D., LI J., WANG J. Z.: Image retrieval: Ideas, influences, and trends of the new age. ACM Computing Surveys 40, 2 (2008), 1-60.
10. DALAI N., TRIGGS B., RHONE-ALPS I., MONTBONNOT F.: Histograms of oriented gradients for human detection. In Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on (2005), vol. 1.
11. DI ZENZO S.: A note on the gradient of a multi-image. Computer Vision, Graphics, and Image Processing 33, 1 (1986), 116-125.
12. ELDER J.: Are edges incomplete? International Journal of Computer Vision 34, 2 (1999), 97-122.
13. FLICKNER M., SAWHNEY H., NIBLACK W., ASHLEY J., HUANG Q., DOM B., GORKANI M., HAFNER J., LEED., PETKOVIC D., STEELE D., YANKER P.: Query by image and video content: The QBIC system. IEEE Computer 28, 9 (Sept. 1995), 23-32.
14. HIRATA K., KATO T.: Query by visual example-content based image retrieval. In Proceedings of the 3rd International Conference on Extending Database Technology: Advances in Database Technology (1992), Springer-Verlag London, UK, pp. 56-71.
15. HOFFMAN D. D., SINGH M.: Salience of visual parts. Cognition, 63 (1997), 29-78.
16. IP H., CHENG A., WONG W., FENG J.: Affineinvariant sketch-based retrieval of images. Computer Graphics International (2001).
17. INDYK P., MOTWANI R.: Approximate nearest neighbors: towards removing the curse of dimensionality. In Proceedings of the thirtieth annual ACM symposium on Theory of computing (1998), ACM New York, NY, USA, pp. 604-613.
18. JACOBS C. E., FINKELSTEIN A., SALESIN D. H.: Fast multiresolution image querying. In Proceedings of SIGGRAPH 95 (Aug. 1995), pp. 277-286.
19. JAIN A., VAILAYA A.: Image retrieval using color and shape. Pattern Recognition 29, 8 (1996), 1233-1244.
20. KYPRIANIDIS J. E., DÖLLNER J.: Image abstraction by structure adaptive filtering. In Proc. EG UK Theory and Practice of Computer Graphics (2008), pp. 51-58.
21. KATO T., KURITA T., OTSU N., HIRATA K.: A sketch retrieval method for full color image database-query by visual example. Pattern Recognition (1992).
22. KNUTSSON H.: Representing local structure using tensors. In The 6th Scandinavian Conference on Image Analysis (June 1989), Oulu, Finland, pp. 244-251.
23. KOENDERINK J. J., VAN DOORN A. J., CHRISTOUC., LAPPIN J. S.: Shape constancy in pictorial relief. In Object Representation in Computer Vision II (1996), p. 151.
24. LOWE D. G.: Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision 60, 2 (Nov. 2004), 91-110.
25. LOPRESTI D., TOMKINS A.: Temporal domain matching of hand-drawn pictorial queries. In Proc. of the Seventh Conf. of The Intl. Graphonomics Society (1995), pp. 98-99.
26. MATUSIAK S., DAOUDI M., BLU T., AVARO O.: Sketch-based images database retrieval. Lecture notes in computer science (1998), 185-191.
27. MOKHTARIAN F., MACKWORTH A.: A theory of multiscale, curvature-based shape representation for planar curves. IEEE Transactions on Pattern Analysis and Machine Intelligence 14, 8 (1992), 789-805.
28. ORZAN A., BOUSSEAU A., WINNEMOLLER H., BARLA P., THOLLOT J., SALESIN D.: Diffusion curves: avector representation for smooth-shaded images. In ACM Transactions on Graphics (Proceedings of SIGGRAPH 2008) (2008), vol. 27, pp. 1-8.
29. OLIVA A., TORRALBA A.: Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope. International Journal of Computer Vision 42, 3 (2001), 145-175.
30. RAIENDRAN K., CHANG R.: Image retrieval with sketches and compositions. 2000 IEEE International Conference on Multimedia and Expo (2000).
31. SWAIN M., BALLARD D.: Color indexing. International Journal of Computer Vision 7, 1 (1991), 11-32.
32. SCLAROFF S.: Deformable prototypes for encoding shape categories in image databases. Pattern Recognition 30, 4 (1997), 627-641.
33. SIKORA T.: The MPEG-7 Visual standard for content description - an overview. IEEE Transactions on Circuits and Systems for Video Technology 11, 6 (2001), 696-702.
34. SMEULDERS A., WORRING M., SANTINI S., GUPTAA., JAIN R.: Content-based image retrieval at the end of the early years. Pattern Analysis and Machine Intelligence, IEEE Transactions on 22, 12 (2000), 1349-1380.
35. TORRALBA A., FERGUS R., FREEMAN W. T.: 80 million tiny images: a large database for non-parametric object and scene recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 30, 11 (November 2008), 1958-1970.
36. TORRALBA A., FERGUS R., WEISS Y.: Small codes and large image databases for recognition. In Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on (2008), pp. 1-8.
37. WANG J. Z., WIEDERHOLD G., FIRSCHEIN O., WEI S. X.: Content-based image indexing and searching using daubechies' wavelets. Int. J. on Digital Libraries 1, 4 (1997), 311-328.
38. YAMADA A., PICKERING M., JEANNIN S., CIEPLINSKI L., OHM J.-R., EDITORS M.: Mpeg-7 visual part of experimentation model version 8.0. ISO/IEC JTC1/SC29/WG11/N3673 (Dec 2000), 1-82.