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 Retrievalâ€, 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 Histogramsâ€, 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 Databasesâ€, Multimedia Systems,
Volume 7, No. 3, pp. 184-198, May, 1999 |
4. |
Deselaers, T., “Image Retrieval, Object Recognition,
and Discriminative Modelsâ€, Image Rochester, pp. 222,
2008 |
5. |
Nandagopalan, S., Adiga, B.S., and Deepak, N., “A
Universal Model for Content-Based Image Retrievalâ€,
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., Gonçalves, 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. |
|
|
|