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Grid-Based Method for Ranking Images with Multiple Objects

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Intelligent Data Engineering and Automated Learning (IDEAL 2003)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2690))

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Abstract

One of the content-based image retrieval techniques is the shape-based technique, which allows users to ask for objects similar in shape to a query object. Sajjanhar and Lu proposed a method for shape representation and similarity measure called the grid-based method [1]. They have shown that the method is effective for the retrieval of segmented objects based on shape. In this paper, we describe a system which uses the grid-based method for retrieval of images with multiple objects. We perform experiments on the prototype system to compare the performance of the grid-based method with the Fourier descriptors method [2]. Preliminary results have been presented.

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References

  1. Sajjanhar, A., Lu, G.: A Grid Based Shape Indexing and Retrieval Method. The Australian Computer Journal 29(4), 131–140 (1997)

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  2. Kauppinen, H., Seppanen, T., Pietikainen, M.: An Experimental Comparison of Autoregressive Fourier-Based Descriptors in 2D Shape Classification. IEEE transactions on Pattern Analysis and Machine Intelligence 17(2), 201–207 (1995)

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  3. Freeman, H.: Computer Processing of Line-Drawing Images. Computing Surveys 6(1), 57–97 (1974)

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  4. Hu, M.K.: Visual pattern recognition by moment invariants. IRE transactions on Information Theory IT-8, 179–187 (1962)

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  5. Shapiro, L.G., Haralick, R.M.: Decomposition of two-dimensional shapes by graph theoretic clustering. IEEE transactions on Pattern Analysis and Machine Intelligence, 10–20 (1979)

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  6. Gonzalez, R., Woods, R.: Digital Image Processing, 2nd edn. Prentice-Hall, Englewood Cliffs (2002)

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© 2003 Springer-Verlag Berlin Heidelberg

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Sajjanhar, A. (2003). Grid-Based Method for Ranking Images with Multiple Objects. In: Liu, J., Cheung, Ym., Yin, H. (eds) Intelligent Data Engineering and Automated Learning. IDEAL 2003. Lecture Notes in Computer Science, vol 2690. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45080-1_161

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  • DOI: https://doi.org/10.1007/978-3-540-45080-1_161

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40550-4

  • Online ISBN: 978-3-540-45080-1

  • eBook Packages: Springer Book Archive

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