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International Journal of Advanced Computer Science and Applications(IJACSA), Volume 7 Issue 9, 2016.
Abstract: The method of computational homology is used to analyze natural image 8 × 8 and 9x9-patches locally. Our experimental results show that there exist subspaces of the spaces of 8x8 and 9x9-patches that are topologically equivalent to a circle and a Klein bottle respectively. These extend the results of the paper ”on the local behavior of spaces of natural images.” To the larger patches. The Klein bottle feature of natural image patches can be used in image compression.
Shengxiang Xia, Wen Wang and Di Liang, “An Analysis on Natural Image Small Patches” International Journal of Advanced Computer Science and Applications(IJACSA), 7(9), 2016. http://dx.doi.org/10.14569/IJACSA.2016.070954
@article{Xia2016,
title = {An Analysis on Natural Image Small Patches},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2016.070954},
url = {http://dx.doi.org/10.14569/IJACSA.2016.070954},
year = {2016},
publisher = {The Science and Information Organization},
volume = {7},
number = {9},
author = {Shengxiang Xia and Wen Wang and Di Liang}
}
Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.