About: Hierarchical energy-transfer features

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://www.scopus.com/inward/record.url?eid=2-s2.0-84902310696&partnerID=40&md5=f26d700588b427290f594826fbfda512
Description	In the paper, we propose the novel and efficient object descriptors that are designed to describe the appearance of the objects. The descriptors are called as Hierarchical Energy-Transfer Features (HETF). The main idea behind HETF is that the shape of the objects can be described by the function of energy distribution. In the image, the transfer of energy is solved by making use of physical laws. The function of the energy distribution is obtained by sampling, after the energy transfer process; the image is divided into the cells of variable sizes and the values of the function is investigated inside each cell. The proposed descriptors achieved very good detection results compared with the state-of-the-art methods (e.g. Haar, HOG, LBP features). We show the robustness of the descriptors for solving the face detection problem. In the paper, we propose the novel and efficient object descriptors that are designed to describe the appearance of the objects. The descriptors are called as Hierarchical Energy-Transfer Features (HETF). The main idea behind HETF is that the shape of the objects can be described by the function of energy distribution. In the image, the transfer of energy is solved by making use of physical laws. The function of the energy distribution is obtained by sampling, after the energy transfer process; the image is divided into the cells of variable sizes and the values of the function is investigated inside each cell. The proposed descriptors achieved very good detection results compared with the state-of-the-art methods (e.g. Haar, HOG, LBP features). We show the robustness of the descriptors for solving the face detection problem. (en)
Title	Hierarchical energy-transfer features Hierarchical energy-transfer features (en)
skos:prefLabel	Hierarchical energy-transfer features Hierarchical energy-transfer features (en)
skos:notation	RIV/61989100:27240/14:86092996!RIV15-MSM-27240___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Mozdřeň, Karel Sojka, Eduard Šurkala, Milan Fusek, Radovan
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
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	19034
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/14:86092996
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	SVM; recognition; object detection; image descriptors; feature selection (en)
http://linked.open.../riv/klicoveSlovo	SVM image descriptors recognition feature selection object detection
http://linked.open...ontrolniKodProRIV	[F83BD90E59D8]
http://linked.open...v/mistoKonaniAkce	Angers
http://linked.open...i/riv/mistoVydani	[Portugalsko]
http://linked.open...i/riv/nazevZdroje	ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Fusek, Radovan Mozdřeň, Karel Sojka, Eduard Šurkala, Milan
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-03-06 (xsd:date)
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.5220/0004829506950702
http://purl.org/ne...btex#hasPublisher	SciTePress - Science and Technology Publications
https://schema.org/isbn	978-989-758-018-5
http://localhost/t...ganizacniJednotka	27240

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