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Content-based image retrieval using a signature graph and a self-organizing map Cover

Content-based image retrieval using a signature graph and a self-organizing map

By: Thanh The Van and  Thanh Manh Le  
Open Access
|Jul 2016

References

  1. Abdesselam, A., Wang, H.H. and Kulathuramaiyer, N. (2010). Spiral bit-string representation of color for image retrieval, International Arab Journal of Information Technology 7(3): 223-230.
  2. Acharya, T. and Ray, A.K. (2005). Image Processing: Principles and Applications, John Wiley and Sons, Hoboken, NJ.10.1002/0471745790
  3. Alzu’bi, A., Amira, A. and Ramzan, N. (2015). Semantic content-based image retrieval: A comprehensive study, Journal of Visual Communication and Image Representation 32: 20-54.10.1016/j.jvcir.2015.07.012
  4. Bahri, A. and Hamid, Z. (2011). EMD similarity measure and metric access method using EMD lower bound, International Journal of Computer Science & Emerging Technology 2(6): 323-332.
  5. Bartolini, I., Ciaccia, P. and Patella, M. (2010). Query processing issues in region-based image databases, Knowledge and Information Systems 25(2): 389-420.10.1007/s10115-009-0257-4
  6. Chappell, T. and Geva, S. (2013). Efficient top-k retrieval with signatures, Proceedings of the 18th Australasian Document Computing Symposium, ADCS’13, Brisbane, Australia, pp. 10-17.
  7. Wang (2016). http://wang.ist.psu.edu.
  8. COREL (2016). http://www.corel.com.
  9. Microsoft (2016). http://research.microsoft.com.
  10. Kim, S., Park, S. and Kim, M. (2003). Central object extraction for object-based image retrieval, Image and Video Retrieval, CIVR 2003, Urbana-Champaign, IL, USA, pp. 39-49.
  11. Kompatsiaris, I. and Strintzis, M.G. (2000). Spatiotemporal segmentation and tracking of objects for visualization of video conference image sequences, IEEE Transactions on Circuits and Systems for Video Technology 10(8): 1388-1402.10.1109/76.889030
  12. Kumar, H.C.S., Raja, K.B., Venugopal, K.R., and Patnaik, L.M. (2009). Automatic image segmentation using wavelets, International Journal of Computer Science and Network Security 9(2): 305-313.
  13. Le, T.M. and Van, T.T. (2013). Image retrieval system based on EMD similarity measure and S-tree, Intelligent Technologies and Engineering Systems, ICITES-2012, Changhua, Taiwan, pp. 139-146.
  14. Li, Y., Jin, J.S. and Zhou, X. (2005). Video matching using binary signature, Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Hong-Kong, China, pp. 317-320.
  15. Liu, G.-H. and Yang, J.-Y. (2013). Content-based image retrieval using color difference histogram, Pattern Recognition 46(1): 347-357.10.1016/j.patcog.2012.06.001
  16. Liu, L., Lu, Y. and Suen, C.Y. (2015). Variable-length signature for near-duplicate image matching, IEEE Transactions on Image Processing 24(4): 1282-1296.10.1109/TIP.2015.240022925667353
  17. Liu, Y., Zhang, D., Lu, G. and Ma, W.-Y. (2007). A survey of content-based image retrieval with high-level semantics, Pattern Recognition 40(1): 262-282.10.1016/j.patcog.2006.04.045
  18. Manolopoulos, Y., Nanopoulos, A. and Tousidou, E. (2003). Advanced Signature Indexing for Multimedia and Web Applications, Springer Science Business Media, New York, NY.10.1007/978-1-4419-8636-8
  19. Marques, O. and Furht, B. (2002). Content-Based Image and Video Retrieval, Springer Science + Business Media, New York, NY/London.10.1007/978-1-4615-0987-5
  20. Mezaris, V., Kompatsiaris, I. and Strintzis, M.G. (2004). Still image segmentation tools for object-based multimedia applications, International Journal of Pattern Recognition and Artificial Intelligence 18(4): 701-725.10.1142/S0218001404003393
  21. Muneesawang, P., Zhang, N. and Guan, L. (2014). Multimedia Database Retrieval: Technology and Applications, Springer, Cham/Heidelberg.10.1007/978-3-319-11782-9
  22. Nascimento, M.A. and Chitkara, V. (2002). Color-based image retrieval using binary signatures, SAC 2002, Madrid, Spain, pp. 687-692.
  23. Nascimento, M.A., Tousidou, E., Chitkara, V. and Manolopoulos, Y. (2002). Image indexing and retrieval using signature trees, Data & Knowledge Engineering 43(1): 57-77.10.1016/S0169-023X(02)00122-2
  24. Ozkan, S., Esen, E. and Akar, G.B. (2014). Visual group binary signature for video copy detection, Proceedings of the IEEE International Conference on Pattern Recognition, ICPR-2014, Stockholm, Sweden, pp. 3945-3950.
  25. Singha, M. and Hemachandran, K. (2012). Content based image retrieval using color and textual, Signal & Image Processing: An International Journal 3(1): 39-57.10.5121/sipij.2012.3104
  26. Tang, Z., Zhang, X., Dai, X., Yang, J. andWu, T. (2013). Robust image hash function using local color features, AEU- International Journal of Electronics and Communications 67(8): 717-722.10.1016/j.aeue.2013.02.009
  27. Van, T.T. and Le, T.M. (2014a). Color image retrieval using fuzzy measure hamming and S-tree, Advances in Computer Science and its Applications, CSA-2013, Vietnam, pp. 615-620.10.1007/978-3-642-41674-3_88
  28. Van, T.T. and Le, T.M. (2014b). Image retrieval based on binary signature and S-kGraph, Annales Universitatis Scientiarum Budapestinensis de Rolando E¨otv¨os Nominatae, Sectio Computatorica 43(2): 105-122.
  29. Van, T.T. and Le, T.M. (2014c). RBIR based on signature graph, Proceedings of the IEEE International Conference on Computer Communication and Informatics, ICCCI-2014, Coimbatore, India, pp. 1-4.
  30. Wang, X.-Y., Wu, J.F. and Yang, H.Y. (2010). Robust image retrieval based on color histogram of local feature regions, Multimedia Tools and Applications 49(2): 323-345.10.1007/s11042-009-0362-0
  31. Wang, X.-Y., Yang, H.-Y., Li, Y.-W. and Yang, F.-Y. (2013). Robust color image retrieval using visual interest point feature of significant bit-planes, Digital Signal Processing 23(4): 1136-1153.10.1016/j.dsp.2013.01.013
  32. Yoo, H.-W., Jung, S.-H., Jang, D.-S. and Na, Y.-K. (2002). Extraction of major object features using VQ clustering for content-based image retrieval, Pattern Recognition 35(5): 1115-1126.10.1016/S0031-3203(01)00105-4
  33. Zhou, W., Li, H., and Tian, Q. (2014). Academic Press Library in Signal Processing, Vol. 5, Elsevier, Oxford.
DOI: https://doi.org/10.1515/amcs-2016-0030 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
Language: English
Page range: 423 - 438
Submitted on: Jul 11, 2015
Accepted on: Mar 2, 2016
Published on: Jul 2, 2016
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2016 Thanh The Van, Thanh Manh Le, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.