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Gabor Descriptor for Representation of Spatial Feature
Digital Object Identifier (DOI) : 10.14569/IJACSA.2021.0121208
Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 12 Issue 12, 2021.
Abstract: New spatial feature descriptor based on Gabor wavelet function is proposed. The proposed method is compared to Fourier descriptor. The experimental results with Advanced Earth Observing Satellite: ADEOS / Advanced Visible and Near-Infrared Radiometer: AVNIR image show an effectiveness of the proposed method. It is found that the restored image quality, in terms of root mean square error between the original and the restored images depends on the support length of the mother wavelet and is much better than that with the conventional Fourier descriptor method for spatial feature description.
Keywords: Spatial feature; Gabor wavelet descriptor; Fourier descriptor; wavelet transformation; ADEOS (advanced earth observing satellite); AVNIR (advanced visible and near-infrared radiometer)
Kohei Arai, “Gabor Descriptor for Representation of Spatial Feature” International Journal of Advanced Computer Science and Applications(IJACSA), 12(12), 2021. http://dx.doi.org/10.14569/IJACSA.2021.0121208
@article{Arai2021,
title = {Gabor Descriptor for Representation of Spatial Feature},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2021.0121208},
url = {http://dx.doi.org/10.14569/IJACSA.2021.0121208},
year = {2021},
publisher = {The Science and Information Organization},
volume = {12},
number = {12},
author = {Kohei Arai}
}
