ANALYSIS AND DATA PROCESSING SYSTEMS

Abstract
Methods, algorithms and technological aspects of the geographic information system (GIS) of search, indexing, cataloging and distribution of aerospace pictures based on the cluster and spectral analysis are considered. A functional scheme of the service and the structure of the geographic data base are developed based on the geographical online portaltechnology. The in-formation and algorithmic support of the system is studied. Possible sources of information for filling the geodatabase are considered. A method is proposed to eliminate information redun-dancy when processing images to increase the speed of their indexing and to reduce the access time to them. A technology of adding picturestakenby professional or amateur devices to the picture array system by private users and organizations and processed by various software tools is proposed. An algorithm for recognizing elements based on fuzzy clustering of color pictures is developed to expand the ability of searching images in a geographic database.

References
1. Gonzalez R.C., Woods R.E. Digital image processing. 3rd ed. Upper Saddle River, NJ, Prentice Hall, 2008.

2. Pratt W.K. Introduction to digital image processing. Boca Raton, FL, CRC Press, 2014.

3. Machneva E.I. [The methods of indexing of satellite images in the formation of catalogues of data of remote sensing of the earth]. Molodezh' i nauka: sbornik materialov VI Vserossiiskoi nauchno-tekhnicheskoi konferentsii studentov, aspirantov i molodykh uchenykh [Youth and science: proceedings of the VI all-Russian scientific-technical conference of students, postgraduates and young scientists]. Krasnoyarsk, Siberian Federal University Publ., 2011. (In Russian).

4. Kolesenkov A.N., Yur'ev P.N. Razrabotka algoritma aerokosmicheskogo GIS-monitoringa ekosistem [Algorithm development for aerospace GIS monitoring of ecosystems]. Aktual'nye problemy matematiki i informatiki: teoriya, metodika, praktika [Actual problems of mathematics and Informatics: theory, methods, practice]. Elets, Bunin Yelets State University Publ., 2015, pp. 143–147.

5. Kolesenkov A.N., Kostrov B.V., Ruchkin V.N., Ruchkina E.V. Algorithms of fire seat detection, modelling their dynamics and observation of forest fires via communication technologies. 4th Mediterranean Conference on Embedded Computing (MECO 2015). Piscataway, IEEE, 2015, pp. 254–257.

6. Zlobin V.K., Kolesenkov A.N., Kostrov B.V. Korrelyatsionno-ekstremal'nye metody sovmeshcheniya aerokosmicheskikh izobrazhenii [Correlation-extreme methods of combining aerospace images]. Vestnik Ryazanskogo gosudarstvennogo radiotekhnicheskogo universiteta – Vestnik of Ryazan State Radio Engineering University, 2011, no. 37, pp. 12–17.

7. Agafonov A.M., Kolesenkov A.N., Sarychev N.A. [Application of the method of fuzzy clustering, elements of aerospace images for monitoring of areas and dangerous objects]. Nauka i obrazovanie v zhizni sovremennogo obshchestva: sbornik nauchnykh trudov po materialam Mezhdunarodnoi nauchno-prakticheskoi konferentsii: v 14 t. [Science and education in modern society: collection of scientific works on materials of the International scientific-practical conference: in 14 vol.]. Tambov, 2015, vol. 10, pp. 16–17. (In Russian).

8. Kolesenkov A.N., Melkova D.A. [Techniques data clustering in geographic information systems]. Sovremennye tekhnologii v nauke i obrazovanii – STNO-2016: sbornik trudov mezhdunarodnoi nauchno-tekhnicheskoi i nauchno-metodicheskoi konferentsii: v 4 t. [Modern technologies in science and education – STNO-2016: in 4 vol.]. Ryazan', 2016, vol. 2, pp. 121–123. (In Russian).

9. Kolesenkov A.N., Kostrov B.V. [The algorithm of automatic binding space images]. Tezisy dokladov Tret'ei mezhdunarodnoi nauchno-tekhnicheskoi konferentsii "Aktual'nye problemy sozdaniya kosmicheskikh sistem distantsionnogo zondirovaniya Zemli" [Abstracts of the Third international scientific-technical conference "Actual problems of creation of space systems of Earth remote sensing"]. Moscow, 2015, pp. 166–168. (In Russian).

10. Kolesenkov A.N., Babaev S., Baranchikov A., Grinchenko N., Loginov A. The directions for collaborate usage of flight apparatus technical vision system information and electronic cartography. 5rd Mediterranean Conference on Embedded Computing (MECO): proceedings, Bar, Montenegro, 2016, pp. 153–157.

11. Kolesenkov A.N., Taganov A.I. Razrabotka intellektual'nogo onlain servisa katalogizatsii i rasprostraneniya aerokosmicheskikh snimkov [The development of intelligent online service cataloguing and dissemination of space images]. Forum proektov programm soyuznogo gosudarstva – V Forum VUZov inzhenerno-tekhnologicheskogo profilya: sbornik materialov [Forum of projects of Union state programs – V Forum of Universities of engineering and technology profile: collection of materials]. Minsk, 2016, pp. 57–59.

12. Kolesenkov A.N., Kostrov B.V., Ruchkin V.N. Metodika intellektual'nogo obnaruzheniya, modelirovaniya i soprovozhdeniya pozharov [The method of intellectual discovery, modeling and maintenance of fire]. Izvestiya Tul'skogo gosudarstvennogo universiteta. Tekhnicheskie nauki – News of the Tula state university. Technical sciences, 2015, no. 5-2, pp. 266–274.

13. Kolesenkov A.N. Tekhnologiya podderzhki prinyatiya upravlencheskikh reshenii na osnove operativnogo monitoringa pozharnoi obstanovki [Technology of support management decisions based monitoring of fire situation]. Izvestiya Tul'skogo gosudarstvennogo universiteta. Tekhnicheskie nauki – News of the Tula state university. Technical sciences, 2015, no. 9, pp. 157–163.

14. Taganov A, Kolesenkov A., Babev S. Ecological monitoring of dangerous objects on the basis of vegetation indexing and evolutionary approach. 5rd Mediterranean Conference on Embedded Computing (MECO 2016), Bar, Montenegro, 2016, pp. 468–472.

15. Kolesenkov A.N., Tsegel'nik D.V. Matematicheskie metody raspoznavaniya aerokosmicheskikh izobrazhenii v geoinformatsionnykh sistemakh [Mathematical methods of pattern recognition aerospace images in geographic information systems]. Matematicheskie metody v tekhnike i tekhnologiyakh – MMTT – Mathematical Methods in Technique and Technologies – MMTT, 2016, vol. 5, pp. 68–71.

16. Kolesenkov A.N. Sovremennye podkhody k obrabotke dannykh pri postroenii geoinformatsionnykh sistem ekologicheskogo monitoringa [Modern approaches to the processing of data in the construction of information systems of environmental monitoring]. Izvestiya Tul'skogo gosudarstvennogo universiteta. Tekhnicheskie nauki – News of the Tula state university. Technical sciences, 2015, no. 9, pp. 103–112.