Abstract
The goal of this paper is to present and compare algorithms for thematic mapping of multispectral satellite images. The paper proposes a nonlinear multi-dimensional filter to combine the results of processing of several multi-temporal multispectral images. Options for implementation of procedures are discussed.
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References
Gonzalez, R., Woods, R.: Digital Image Processing. Technosphere, Moscow (2006)
Bakut, P.A., Kolmogorov, G.S.: Image segmentation: methods of selection of the boundaries of regions. Foreign Radioelectronics, vol. 10 (1987)
Vasiliev, K.K., Krasheninnikov, V.R.: Statistical Image Analysis. UlSTU, Ulyanovsk (2014)
Potapov, A.A., Gulyaev, Y.V., Nikitov, S.A., Pakhomov, A.A., German, V.A.: The Latest Image Processing Techniques. FIZMATLIT, Moscow (2008)
Vasiliev, K.K.: Optimum processing of signals in discrete time, Radio engineering (2016)
Vasiliev, K.K., Krasheninnikov, V.R., Tashlinsky, A.G.: Statistical analysis of sequences of multidimensional images. Science-intensive technologies, vol. 14, no. 5 (2013)
Fursov, S.A., Bibikov, O.A., Baida, V.A.: Thematic classification of hyperspectral images by conjugacy index. Comput. Opt. 38(1), 154–158 (2014)
Zimichev, E.A., Kazansky, N.L., Serafimovich, P.G.: Spatial classification of hyperspectral images using the k-means++ clustering method. Comput. Opt. 38(2), 281–286 (2014)
Tarabalka, Y., Benediktsson, J.A., Chanussot, J.: IEEE Trans. Geosci. Remote Sens. 47(8), 2973–2987 (2009)
Satellite Imagery Feature Detection. https://www.kaggle.com/c/dstl-satellite-imagery-feature-detection. Accessed 25 Apr 2019
Dementiev, V.E., Vasiliev, K.K., Andriyanov, N.A.: Estimating image parameters. Pattern Recogn. Image Anal. (Adv. Math. Theor. and Appl.) 26(1), 240–247 (2016)
Dementiev, V.E., Kondratiev, D.S.: Method of thematic mapping of sequences of satellite images. Inf.-measuring Control Syst. 15(12), 49–53 (2017)
Andriyanov, N.A., Dementiev, V.E.: Segment field of satellite images, CEUR Workshop Proceedings, vol. 1814 (2018)
Vasiliev, K., Dementiev, V., Andriyanov, N.: Representation and sequences of satellite images and sequences. Proc. Comput. Sci. 126, 49–58 (2018)
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Dementiev, V., Frenkel, A., Kondratiev, D., Streltsova, A. (2019). Thematic Mapping and Evaluation of Temporary Sequence of Multi-zone Satellite Images. In: Kuznetsov, S., Panov, A. (eds) Artificial Intelligence. RCAI 2019. Communications in Computer and Information Science, vol 1093. Springer, Cham. https://doi.org/10.1007/978-3-030-30763-9_7
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DOI: https://doi.org/10.1007/978-3-030-30763-9_7
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