Fast image segmentation and texture feature extraction for image retrieval

2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009

Volumn , Issue , 2009, Pages 854-861

  Chen, Tse Wei ^a   Chen, Yi Ling ^a   Chien, Shao Yi ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR FEATURES; COLOR HISTOGRAM; COLOR IMAGE SEGMENTATION; COMPUTATIONAL SPEED; CONTENT BASED IMAGE RETRIEVAL; FEATURE EXTRACTION METHODS; GRAY HISTOGRAM; HSV COLOR SPACES; IMAGE SEGMENTATION ALGORITHM; K-MEANS CLUSTERING; LABELED IMAGES; QUERY IMAGES; SALIENT REGIONS; SEGMENTATION ALGORITHMS; SEGMENTATION RESULTS; TEXTURE FEATURE EXTRACTION; TEXTURE FEATURES;

COLOR; COLOR IMAGE PROCESSING; COMPUTATION THEORY; COMPUTER VISION; CONTENT BASED RETRIEVAL; DIGITAL IMAGE STORAGE; DISCRETE WAVELET TRANSFORMS; FEATURE EXTRACTION; GRAPHIC METHODS; IMAGE ENHANCEMENT; INFORMATION RETRIEVAL; TEXTURES;

IMAGE SEGMENTATION;

EID: 77953209612     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCVW.2009.5457612     Document Type: Conference Paper

References (22)

1. P. Brodatz. Textures: A Photographic Album for Artists and Designers. Dover Publications, Inc., New York, 1966. 6
2. C. Carson, M. Thomas, S. Belongie, J. M. Hellerstein, and J. Malik. Blobworld: A system for region-based image indexing and retrieval. In Proceedings of Third International Conference on Visual Information Systems, pages 509-516, 1999. 1
3. W. Chen, Y. Q. Shi, and G. Xuan. Identifying computer grahics using HSV color model and statistical moments of characteristic functions. In Proceedings of IEEE International Conference on Multimedia and Expo, pages 1123-1126, July 2007. 2
4. A. Dong and B. Bhanu. Active concept learning in image databases. IEEE Transactions on Systems, Man, and Cybernetics, Part B, 35(3):450-466, June 2005. 1
5. R. M. Haralick. Statistical and structural approaches to texture. Proceedings of the IEEE, 67(5):786-804, May 1979. 1
6. Z.-K. Huang and D.-H. Liu. Segmentation of color image using EM algorithm in HSV color space. In Proceedings of IEEE International Conference on Information Acquisition, pages 316-319, July 2007. 2
7. M. Kokare, P. K. Biswas, and B. N. Chatterji. Texture image retrieval using new rotated complex wavelet filters. IEEE Transactions on Systems, Man, and Cybernetics, Part B, 35(6):1168-1178, Dec. 2005. 1
8. S. Livens, P. Scheunders, G. V. D. Wouwer, and D. V. Dyck. Wavelets for texture analysis, an overview. Proceedings of Sixth International Conference on Image Processing and Its Applications, 2:581-585, July 1997. 1
9. W.-Y. Ma and B. S. Manjunath. NeTra: A toolbox for navigating large image databases. Multimedia Systems, 7(3):184-198, 1999. 1
10. S. G. Mallat. A theory for multiresolution signal decomposition: The wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 11(7):674-693, 1989. 4
11. B. S. Manjunath and W. Y. Ma. Texture features for browsing and retrieval of image data. IEEE Transactions on Pattern Analysis and Machine Intelligence, 18(8):837-842, Aug. 1996. 1
12. V. Mezaris, I. Kompatsiaris, and M. G. Strintzis. Still image segmentation tools for content-based multimedia applications. International Journal of pattern recognition and artificial intelligence, 18(4):701-725, June 2004. 3, 4, 5, 7
13. M. Ozden and E. Polat. A color image segmentation approach for content-based image retrieval. Pattern Recognition, 40(4):1318-1325, 2007. 1
14. Y. Rui, T. S. Huang, and S.-F. Chang. Image retrieval: Current techniques, promising directions, and open issues. Journal of Visual Communication and Image Representation, 10(1):39-62, Mar. 1999. 1
15. A. W. M. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain. Content-based image retrieval at the end of the early years. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(12):1349-1380, Dec. 2000. 7
16. J. R. Smith. Color for image retrieval. In Image Databases, chapter 11, pages 285-311. John Wiley & Sons, Inc., 2002. 2
17. J. R. Smith and S.-F. Chang. Single color extraction and image query. In Proceedings of IEEE International Conference on Image Processing, pages 528-531, Oct. 1995. 2
18. N. Suematsu, Y. Ishida, A. Hayashi, and T. Kanbara. Regionbased image retrieval using wavelet transform. In Proceedings of 10th International Workshop on Database and Expert Systems Applications, pages 167-173, 1999. 5, 7
19. S. Sural, G. Qian, and S. Pramanik. Segmentation and histogram generation using the HSV color space for image retrieval. In Proceedings of IEEE International Conference on Image Processing, pages 589-592, Sept. 2002. 2, 6
20. J. Z. Wang, J. Li, and G. Wiederhold. SIMPLIcity: Semantics-sensitive integrated matching for picture libraries. IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(9):947-963, 2001. 1, 6
21. X. Wen, T. D. Huffmire, H. H. Hu, and A. Finkelstein. Wavelet-based video indexing and querying. Multimedia System, 7(5):350-358, 1999. 5
22. G. V. D. Wouwer, P. Scheunders, and D. V. Dyck. Statistical texture characterization from discrete wavelet representations. IEEE Transactions on Image Processing, 8:592-598, 1999. 1, 4