About: Statistical analysis of compression methods for storing binary image for low-memory systems

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper is focused on the statistical comparison of the selected compression methods which are used for compression of the binary images. The aim is to asses, which of presented compression method for low-memory system requires less number of bytes of memory. For assessment of the success rates of the input image to binary image the correlation functions are used. Correlation function is one of the methods of OCR algorithm used for the digitization of printed symbols. Using of compression methods is necessary for systems based on low-power micro-controllers. The data stream saving is very important for such systems with limited memory as well as the time required for decoding the compressed data. The success rate of the selected compression algorithms is evaluated using the basic characteristics of the exploratory analysis. The searched samples represent the amount of bytes needed to compress the test images, representing alphanumeric characters. The paper is focused on the statistical comparison of the selected compression methods which are used for compression of the binary images. The aim is to asses, which of presented compression method for low-memory system requires less number of bytes of memory. For assessment of the success rates of the input image to binary image the correlation functions are used. Correlation function is one of the methods of OCR algorithm used for the digitization of printed symbols. Using of compression methods is necessary for systems based on low-power micro-controllers. The data stream saving is very important for such systems with limited memory as well as the time required for decoding the compressed data. The success rate of the selected compression algorithms is evaluated using the basic characteristics of the exploratory analysis. The searched samples represent the amount of bytes needed to compress the test images, representing alphanumeric characters. (en)
Title	Statistical analysis of compression methods for storing binary image for low-memory systems Statistical analysis of compression methods for storing binary image for low-memory systems (en)
skos:prefLabel	Statistical analysis of compression methods for storing binary image for low-memory systems Statistical analysis of compression methods for storing binary image for low-memory systems (en)
skos:notation	RIV/61989100:27240/13:86087268!RIV14-TA0-27240___
http://linked.open...avai/predkladatel	Fakulta elektrotechniky a informatiky
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(TA01010632), S
http://linked.open...iv/cisloPeriodika	4
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Slabý, Roman Hercík, Radim Nowaková, Jana
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	107752
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/13:86087268
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Testing of statistical hypotheses; Image recognition; Exploratory analysis; Data compression (en)
http://linked.open.../riv/klicoveSlovo	Image recognition Data compression Exploratory analysis Testing of statistical hypotheses
http://linked.open...odStatuVydavatele	SK - Slovenská republika
http://linked.open...ontrolniKodProRIV	[DA284F6E6587]
http://linked.open...i/riv/nazevZdroje	Advances in Electrical and Electronic Engineering
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	SCADA System for Real-time Control and Monitoring of Processes
http://linked.open...UplatneniVysledku	2013
http://linked.open...v/svazekPeriodika	11
http://linked.open...iv/tvurceVysledku	Hercík, Radim Slabý, Roman Nowaková, Jana
issn	1336-1376
number of pages	5 (xsd:int)
http://localhost/t...ganizacniJednotka	27240

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