Data Oriented Model of Image: as a Framework for Image Processing

Authors: A. Habibizad Navin, A. Sadighi, M. Naghian Fesharaki, M. Mirnia, M. Teshnelab, R. Keshmiri

Abstract:

This paper presents a new data oriented model of image. Then a representation of it, ADBT, is introduced. The ability of ADBT is clustering, segmentation, measuring similarity of images etc, with desired precision and corresponding speed.

Keywords: Data oriented modelling, image, clustering, segmentation, classification, ADBT and image processing.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1327688

References:

[1] Zhiyong Wang, Dagan Feng, and Zheru Chi, "Region-Based Binary Tree Representation For Image Classification", IEEE International Conference on Neural Networks & Signal Processing, Nanjing, China, 2003.
[2] Xiaolin Wu, "Image Coding by Adaptive Tree-Structured Segmentation", IEEE Transactions on Information Theory, VOL. 38, NO. 6, 1992.
[3] G.S.Seetharaman, B.Zavidovique, "Image Processing in a Tree of Peano Coded Images", Computer Architecture for Machine Perception, 1997.CAMP-97. Proceeding Fourth IEEE International Workshop on.
[4] M. Kunt, M. Benard, and R. Leonardi, "Recent results in highcompression image coding", IEEE Transaction Circuits Syst., vol. CAS- 34, no. 11, pp. 1306-1336, Nov 1987.
[5] R. Leonardi and M Kunt, "Adaptive split-and-merge for image analysis and coding", Proc. SPIE, vol. 594, 1985.
[6] G. J. Sullivan and R. L. Baker, "Efficient quadtree coding of images and video", in ICASSP Proc., May 1991, pp. 2661-2664.
[7] J. Vaisey and A. Gersho, "Image compression with variable block size segmentation", IEEE Trans. Signal Processing, vol. SP-40, pp.2040- 2060, Aug. 1992.
[8] W. Ma and B. Manjunath, "Edgeflow: a technique for boundary detection and image segmentation", IEEE Trans, on Image Processing, Aug, 2000.
[9] A.Habibizad Navin, M.N.Fesharaki, M.Mirnia, M.Teshnelab and E.Shahamatnia, "Data Oriented Modeling of Uniform Random Variable: Applied Approach", XXI International Conference on Computer, Electrical, and Systems Science, and Engineering, Vienna, Austria, 2007.
[10] A.Habibizad Navin, M.N. Fesharaki, M.Teshnelab and E.Shahamatnia. "Fuzzy Based Problem-Solution Data Structure as a Data Oriented Model for ABS Controlling", International Journal of Applied Mathematics and Computer Sciences Vol. 4 No. 2 2007 ISSN 1305- 5313.
[11] http://en.wikipedia.org/wiki/Windows_bitmap
[12] http://en.wikipedia.org/wiki/GIF
[13] http://en.wikipedia.org/wiki/JPEG