Fast image retrieval using color-spatial information

VLDB Journal

Volumn 7, Issue 2, 1998, Pages 115-128

  Ooi, Beng Chin ^a   Tan, Kian Lee ^a   Chua, Tat Seng ^a   Hsu, Wynne ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Color spatial information; Content based retrieval; Sequenced multi attribute tree; Single colored cluster

Indexed keywords

EID: 0000623693     PISSN: 10668888     EISSN: None     Source Type: Journal    
DOI: 10.1007/s007780050057     Document Type: Article

References (46)

1. Bach JR, Fuller C, Gupta A, Hampapur A, Horowitz B, Humphrey R, Jain RC, Shu C (1996) The virage image search enginee: An open framework for image management. In I. Sethi, R. Jain (eds) SPIE Proceedings of Storage and Retrieval for Still Images and Video Databases IV, February 1996, San Jose, CA, pp 76-86
2. Beck J (1967) Perceptual grouping produced by line figures. Percept. Pyschophys. 2:491-495
3. Belongie S, Carson C, Greenspan H, Malik J (1997) Recognition of images in large databases using color and texture. http://elib.cs.berkeley.edu/papers.html
4. Binaghi E, Gaglardi I, Schettini R (1992) Indexing and fuzzy logic-based retrieval of color images. In: D. Knuth & L. Wegner (eds) Visual Database Systems, II, IFIP, Budapest, Hungary, pp 79-92
5. Chang SK, Hsu A (1992) Image information systems: Where do we go from here? IEEE Trans Knowl Data Eng 4(5):431-442
6. Chiu DKY, Kolodziejczak T (1986) Synthesizing knowledge: A cluster analysis approach using event-covering. IEEE Trans Syst Man Cybern 16(2):462-467
7. Chua TS, Tan KL, Ooi BC (1997) Fast signature-based color-spatial image retrieval. In: Proc. International Conference on Mutlimedia Computing and Systems'97, June 1997, Ottawa, Canada
8. Chua TS, Lim SK, Pung HK (1994) Content-based retrieval of segmented images. In: Proceedings of the 1994 ACM Multimedia Conference, October 1994, San Francisco, CA, pp 211-218
9. Chua TS, Teo KC, Ooi BC, Tan KL (1996) Using domain knowledge in querying image databases. In: T. Chua, T. Kunii (eds) Proceedings of the 3rd International Conference on MultiMedia Modeling, November 1996, Toulouse, France., pp 497-498
10. Comer D (1979) The ubiquitous b-tree. ACM Computing Surveys 11(2):121-137
11. Faloutsos C (1985) Signature files: Design and performance comparison of some signature extraction methods. In: S. Navathe (eds) Proceedings of the ACM SIGMOD Conference, May 1985, Austin, Texas, Austin pp 63-82
12. Faloutsos C, Equitz W, Flickner M, Niblack W, Petkovic D, Barber R (1994) Efficient and effective querying by image content. J Intel Inf Syst 3(3):231-262
13. Faloutsos C, Lin K-I (1995) Fastmap: A fast algorithm for indexing, data mining and visualization of traditional and multimedia datasets. In: Michael Carey, Donovan Schneider (eds) Proceedings of the 1995 ACM SIGMOD Conference, May 1995, San Jose, California pp 163-174
14. Gunadhi H, Segev A (1993) Efficient indexing methods for temporal relation. IEEE Trans Knowl Data Eng 5(3):496-509
15. Guttman A (1984) R-trees: A dynamic index structure for spatial searching. In: B. Yormark (eds) Proceedings of the 1984 ACM SIGMOD Conference, May 1984, Boston pp 47-57
16. Hsu W, Chua TS, Pung HK (1995) An integrated color-spatial approach to content-based image retrieval. In: P. Zellweger (eds) Proceedings of the 1995 ACM Multimedia Conference, November 1995. San Francisco, CA, pp 305-313
17. Jacobs CE, Finkelstein, A. Salesin DH (1995) Fast mulit-resolution image querying. In: Proceedings of the Computer Graphics Conference, August 1995, Los Angeles, CA, pp 277-286
18. Jagadish HV (1991) A retrieval technique for similar shape. In: J. Clifford, R. King (eds) Proceedings of the ACM SIGMOD Conference, May 1991, Denver, Colorado, pp 208-217
19. Jea KF, Lee YC (1990) Building efficient and flexible feature-based indexes. Inf Syst 16(6):653-662
20. Kato T (1992) Database architecture for content-based image retrieval. In: A. Jamberdino, W. Niblack (eds) SPIE Proceedings of the International Society for Optical Engineering, San Jose, CA, pp 112-123
21. Kato T, Kurita T, Shimogaki H (1991) Intelligent visual interaction with image database systems - toward the multimedia personal interface. J Inf Process 14(2):134-143
22. Kelly PM, Cannon M, Hush DR (1995) Query by image example: The comparison algorithm for navigating digital image databases (candid) approach. In: W. Niblack, R.C. Jain (eds) SPIE Proceedings of the Storage and Retrieval for Still Images and Video Databases III, February 1995, San Jose, CA, pp 238-249
23. Kitamoto A, Zhou C, Takagi M (1993) Similarity retrieval of noaa satellite imagery by graph matching. In: W. Niblack (eds) SPIE Proceedings of the Storage and Retrieval for Still Images and Video Databases I, February 1993, San Jose, CA, pp 60-73
24. Knuth DE, Wegner LM (1992) Visual Database Systems, II. North-Holland, Amsterdam
25. Korn F, Faloutsos C, Sidiropoulos N, Siegel E, Protopapas Z (1996) Fast nearest neighbor search in medical image databases. In: T.M. Vigayaraman, A.P. Buchmann, C. Mahan, N.L. Sarda (eds) Proceedings of the 22th VLDB Conference, September 1996, Mumbai, India, pp 215-226
26. Lu H, Ooi BC, Tan KL (1994) Efficient image retrieval by color contents. In. W. Litwin, T. Risch (eds) Proceedings of the 1994 International Conference on Applications of Databases, June 1994, Vadstena, Sweden, pp 95-108
27. Nagasaka A, Tanaka Y (1992) Automatic video indexing and full-video search for objects. In: D. Knuth, L. Wegner (eds) Visual Database Systems, II. IFIP, Budapest, Hungary, pp 113-127
28. Nagy G (1985) Image databases. Image Vision Comput 3(3):111-117
29. Niblack W, Barber R, Equitz W, Flicker M, Glasman E, Petkovic D, Yanker P, Faloutsos C (1993) The QBIC project: Query images by content using color, texture and shape. In: W. Niblack (eds) SPIE V1908, San Jose, CA, pp 173-187
30. Ogle VE, Stonebraker M (1995) Chabot: Retrieval from a relational database of images. IEEE Comput 28(9):40-48
31. Pentland A, Picard RW, Sclaroff S (1993) Photobook: Content-based manipulation of image databases. Technical Report 255, MIT Media Lab Perceptual Computing, Cambridge, Mass.
32. Petrakis EGM, Faloutsos C (1994) Similarity searching in large image databases. Technical Report CS-TR-3388, Dept of Computer Science, University of Maryland Institute for Advanced Computer Studies, University of Maryland, College Park
33. Pratt WK (1991) Digital Image Processing. 2nd edition. Wiley, Chichester, UK
34. Rabitti F, Savino P (1991) Image query processing based on multi-level signatures. In: A. Bookstein, Y. Chaiaramella, G. Salton, V. Raghavan (eds) Proceedings of the IR Conference, New York, pp 305-314
35. Salton G, McGill MJ (1983) Introduction to Modern Information Retrieval. McGraw-Hill, New York
36. Samet H (1989) The Design and Analysis of Spatial Data Structures. Addison-Wesley, Reading, Mass.
37. Shann R, Davis D, Oakley J, White F (1993) Detection and characterization of carboniferous foraminifera for content-based retrieval from an image database. In: W. Niblack (eds) SPIE Proceedings of the Storage and Retrieval for Still Images and Video Databases I, February 1993, San Jose, CA, pp 188-197
38. Shibata M, Inoue S (1990) Associative retrieval method for image database. Trans Inst Electron Inf Commun Eng (D-II, J73D-II):526-534
39. Smith JR, Chang S-F (1996) VisualSEEk: A fully automated content-based image query system. In: W. Hall, T. Lettle (eds) Proceedings of the 1996 ACM Multimedia Conference, November 1996, Boston, Mass., pp 87-98
40. Smoliar SW, Zhang HJ (1994) Content-based video indexing and retrieval. IEEE Multimedia 1(2):62-72
41. Stanchev PL, Smeulders AWM, Groen FCA (1992) An approach to image indexing of documents. In: D. Knuth, L. Wegner (eds) Visual Database Systems, II, IFIP, Budapest, Hungary, pp 63-77
42. Swain MJ (1993) Interactive indexing into image database. In: SPIE V1908, pp 95-103
43. Swain MJ, Ballard DH (1991) Color indexing. Int J Comput Vision 7(1):11-32
44. Tanabe K, Ohya J (1989) A similarity retrieval method for line drawing image database. Progress Image Anal Process
45. Treisman A, Paterson R (1980) A feature integration theory of attention. Cognitive Pyschol 12:97-136
46. Zobel J, Moffat A, Sacks-Davis R (1992) An efficient indexing technique for full-text database systems. In: Li-Yan Yuan (eds) Proceedings of the 18th VLDB Conference, August 1992, Vancouver, Canada, pp 352-362