Using the Properties of Wavelet Coefficients of Time Series for Image Analysis and Processing

Lyashenko, V.; Matarneh, R.; Deineko, Z.

Публікація:
Using the Properties of Wavelet Coefficients of Time Series for Image Analysis and Processing

dc.contributor.author	Lyashenko, V.
dc.contributor.author	Matarneh, R.
dc.contributor.author	Deineko, Z.
dc.date.accessioned	2018-06-25T10:41:59Z
dc.date.available	2018-06-25T10:41:59Z
dc.date.issued	2016
dc.description.abstract	Image processing is used in many fields of knowledge; because it allows to automate processes to get more information about the object being studied. Image processing techniques are many and varied. Wavelet analysis is one of such techniques. Among various methods and approaches of wavelet processing we distinguish the ideology of multiresolution wavelet analysis. The essence of this ideology is to perform wavelet decomposition on test data and the subsequent analysis of the relevant factors of this decomposition (the wavelet coefficients). An important aspect is the consideration of the properties of the wavelet coefficients. Based on this, we have examined the feasibility of using the properties of detailing wavelet coefficients to study and compare different images. We have introduced additional characteristics of images on the basis of sets of detailing wavelet coefficients decomposition. These characteristics reflect the dynamics of change in mean and variance for the detailing of the coefficients of the wavelet decomposition. We have shown that the dynamic changes in mean and variance of detailing coefficients of wavelet decomposition can be used to analyze and compare different images.	uk_UA
dc.identifier.citation	Lyashenko V., Matarneh R., Deineko Z. Using the Properties of Wavelet Coefficients of Time Series for Image Analysis and Processing // Journal of Computer Sciences and Applications. –2016. – Vol. 4(2). P. 27-34. DOI: 10.12691/jcsa-4-2-1.	uk_UA
dc.identifier.issn	2328-7268
dc.identifier.uri	http://openarchive.nure.ua/handle/document/6361
dc.language.iso	en	uk_UA
dc.publisher	SciEP	uk_UA
dc.subject	image	uk_UA
dc.subject	wavelet transform	uk_UA
dc.subject	image processing	uk_UA
dc.subject	wavelet coefficients	uk_UA
dc.title	Using the Properties of Wavelet Coefficients of Time Series for Image Analysis and Processing	uk_UA
dc.type	Article	uk_UA
dspace.entity.type	Publication