Full text: Proceedings of the Symposium on Progress in Data Processing and Analysis

207 
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interpretation o-f remote sensing data of natural environment 
which are based on models of the theory of image estimation 
and identification are characterised by low reliability of 
discerning objects. The main shortcomings C21 of these 
methods, as pertaining to the analysis of images, are 
connected with presentation of images, in the form of the 
vector of intensities (coefficients of spectral brightness 
or optical densities). Given such presentation of the image 
the nature of relationship between its components is not 
taken into account. In connection with this it is essential 
to set the task to describe multidimensional (multispectral) 
image so tl'iat the structure of r el at i onshi p between signal s 
recorded in several channels (k > 3) should be taken into 
accour»t - Th i s descr i pt i on i s a composi t i on of int ens1 ties, 
and the procedure of its obtaining is called composition 
coding 111, 
Theoretical principles of composition coding of images. 
Theoretical principles of composition coding of images 
are provided with propositions and laws of the general 
theory of * , sf ©ms (GT3) by Yu. A. Urmantsev 133. The- basic 
c a t e g or y o f t Y 
¡i s 
theory is "comp osition 
? 
wh i c h 
i -=> 
d e- ter mi ned a s a 
set 
of primary elements in 
terrei ated 
i n 
r. er t air» wa y ac c 
: 1 I M (j 
to the 1 aw of c ompos11ion. 
The law 
of 
c otnposi t i on i s 
a 
syst em-for ming rel ati 
on 
and 
i s 
* ur ac ter 1 sed b y 
the 
type of ties which i 
s 
estab1ished 
between primary 
elements- A set of composi 
ti 
ons forms 
system. 
In accordance 
wi th 
the first proposition 
of 
the STS 
by 
Y. A. Urmantsev 1 ; ansformation of compositions of primary 
elements can be realised by means of changing only the 
number of primary elements, or only the primary elements 
themselves, or only relationship between primary elements, 
or combining all these ways. Seven main ways of forming 
compositions have been established. And, homogeneous 
compositions are formed only hy changing primary elements. 
The other six ways are used to form heterogeneous and 
hierarchical (heterogeneous—homogeneous) compositions.
	        
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