Mehran University Research Journal Of Engineering &
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An Adequate Approach to Image Retrieval Based on Local Level Feature Extraction

Keywords: Content Based Image Retrieval, Feature Extraction, Feature Vector, Similarity Measure, Edge Histogram Descriptor, Fourier Descriptor

Mehran University Research Journal of Engineering & Technology

Volume 34 ,  Issue 4

Sumaira  Muhammad Hayat Khan , Ayyaz   Hussain , Imad Fakhri Taha  Al Shaikhli ,

References
1. Singh, N., Singh, K., and Sinha, A.K., “A Novel Approach for Content Based Image Retrieval”, Procedia Technology, Volume 4, pp. 245–250, January, 2012
2. Cinque, L., Ciocca, G., Levialdi, S., Pellicanò, A., and Schettini, R., “Color-Based Image Retrieval Using Spatial-Chromatic Histograms”, Image and Vision Computing, Volume 19, No. 13, pp. 979-986, November, 2001
3. Ma, W.Y., and Manjunath, B.S., “NeTra: A toolbox for Navigating Large Image Databases”, Multimedia Systems, Volume 7, No. 3, pp. 184-198, May, 1999
4. Deselaers, T., “Image Retrieval, Object Recognition, and Discriminative Models”, Image Rochester, pp. 222, 2008
5. Nandagopalan, S., Adiga, B.S., and Deepak, N., “A Universal Model for Content-Based Image Retrieval”, pp. 644-647, 2008
6. Brandt, S., Laaksonen, J., and Oja, E., "Statistical Shape Features in Content-Based Image Retrieval", Proceedings of 15th International Conference on Pattern Recognition, Volume 2, pp. 1062-1065, 2000
7. Qi, X., and Han, Y., "A Novel Fusion Approach to Content-Based Image Retrieval", Pattern Recognition, Volume 38, No. 12, pp. 2449-2465, December, 2005.
8. Lin, H., Kao, Y., Yen, S., and Wang, C., "A Study of Shape-Based Image Retrieval", Proceedings of 24th International Conference on Distributed Computing Systems Workshops, pp. 118-123, 2004.
9. Torres, R.D.S., Falcao, A.X., Gonalves, M.A., Papa, J.P., Zhang, B., Fan, W., and Fox, E.A., "A Genetic Programming Framework for Content-Based Image Retrieval", Pattern Recognition, Volume 42, No. 2, pp. 283-292, February, 2009.
10. Hsieh, W.E.L.G.J.W., "Spatial Template Extraction for Image Retrieval by Region Matching", IEEE Transactions on Image Processing, Volume 12, pp. 1404-1415.
11. Zhou, X.S., and Huang, T.S., "Relevance Feedback in Image Retrieval: A Comprehensive Review", Multimedia Systems, Volume 8, No. 6, pp. 536-544, April, 2003
12. Giacinto, G., and Roli, F., "Instance-Based Relevance Feedback for Image Retrieval", Case-Based Reasoning on Images and Signals Studies in Computational Intelligence, Volume 73, 2005
13. Setia, J.I.L., "SVM-Based Relevance Feedback in Image Retrieval using Invariant Feature Histograms", Conference on Machine Vision Application, 2005.
14. David, W.M., and Squire, M.G., "Content-Based Query of Image Databases, Inspirations from Text Retrieval: Inverted Files, Frequency-Based Weights and Relevance Feedback", Pattern Recognition, Volume 21, pp. 143 - 149, 1999
15. Canny, J., "A Computational Approach to Edge Detection", Pattern Analysis and Machine Intelligence, Volume 8, No. 6, 1986.
16. Zhang, G., Ma, Z.M., Tong, Q., He, Y., and Zhao, T., "Shape Feature Extraction Using Fourier Descriptors with Brightness in Content-Based Medical Image Retrieval", International Conference on Intelligent Information Hiding and Multimedia Signal Processing, pp. 71-74, August, 2008
17. Pentland, A., Picard, R.W., and Sclaroff, S., "Photobook: Content-Based Manipulation of Image Databases", International Journal of Computer Vision, Volume 18, No. 3, pp. 233-254, Junuary, 1996
18. Pun, C.M. and Wong, C.F., "Fast and Robust Color Feature Extraction for Content Based Image Retrieval", International Journal of Advancements in Computing Technology, Volume 3, No. 6, July, 2011.
19. Helala, M.A. "A Content Based Image Retrieval Approach Based on Principal Region Detection", International Journal of Computer Science Issues, Volume 9, No. 1, July, 2012.