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


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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.Search in Google Scholar

Acharya, T. and Ray, A.K. (2005). Image Processing: Principles and Applications, John Wiley and Sons, Hoboken, NJ.10.1002/0471745790Search in Google Scholar

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.2015.07.012Search in Google Scholar

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.Search in Google Scholar

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/s10115-009-0257-4Search in Google Scholar

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.Search in Google Scholar

Wang (2016). http://wang.ist.psu.edu.Search in Google Scholar

COREL (2016). http://www.corel.com.Search in Google Scholar

Microsoft (2016). http://research.microsoft.com.Search in Google Scholar

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.Search in Google Scholar

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): 1388-1402.10.1109/76.889030Search in Google Scholar

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.Search in Google Scholar

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.Search in Google Scholar

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.Search in Google Scholar

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.2012.06.001Search in Google Scholar

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.2015.240022925667353Search in Google Scholar

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.2006.04.045Search in Google Scholar

Manolopoulos, Y., Nanopoulos, A. and Tousidou, E. (2003). Advanced Signature Indexing for Multimedia and Web Applications, Springer Science Business Media, New York, NY.10.1007/978-1-4419-8636-8Search in Google Scholar

Marques, O. and Furht, B. (2002). Content-Based Image and Video Retrieval, Springer Science + Business Media, New York, NY/London.10.1007/978-1-4615-0987-5Search in Google Scholar

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/S0218001404003393Search in Google Scholar

Muneesawang, P., Zhang, N. and Guan, L. (2014). Multimedia Database Retrieval: Technology and Applications, Springer, Cham/Heidelberg.10.1007/978-3-319-11782-9Search in Google Scholar

Nascimento, M.A. and Chitkara, V. (2002). Color-based image retrieval using binary signatures, SAC 2002, Madrid, Spain, pp. 687-692.Search in Google Scholar

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)00122-2Search in Google Scholar

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.Search in Google Scholar

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.2012.3104Search in Google Scholar

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.2013.02.009Search in Google Scholar

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_88Search in Google Scholar

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.Search in Google Scholar

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.Search in Google Scholar

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/s11042-009-0362-0Search in Google Scholar

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.2013.01.013Search in Google Scholar

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)00105-4Search in Google Scholar

Zhou, W., Li, H., and Tian, Q. (2014). Academic Press Library in Signal Processing, Vol. 5, Elsevier, Oxford. Search in Google Scholar

eISSN:
2083-8492
Language:
English
Publication timeframe:
4 times per year
Journal Subjects:
Mathematics, Applied Mathematics