About: SPORTS VIDEO CLASSIFICATION IN CONTINUOUS TV BROADCASTS

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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://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7015083&tag=1
Description	This paper is focused on classification of video footages or continuous TV broadcasts by its content. The considered classification categories (topics) are either general (talk show, sport, movie, cartoon...) or more specific (summer and winter Olympic sports, e.g. cycling, tennis, archery, box...). At first, each frame of the video is classified separately. It is shown that the classification results are more accurate and robust when the per-frame results are filtered in time domain. The main part of the paper deals with selection of robust image features and classifiers. It is shown that simple feature extractors are surpassed by complex features based on convolutional neural networks. This paper is focused on classification of video footages or continuous TV broadcasts by its content. The considered classification categories (topics) are either general (talk show, sport, movie, cartoon...) or more specific (summer and winter Olympic sports, e.g. cycling, tennis, archery, box...). At first, each frame of the video is classified separately. It is shown that the classification results are more accurate and robust when the per-frame results are filtered in time domain. The main part of the paper deals with selection of robust image features and classifiers. It is shown that simple feature extractors are surpassed by complex features based on convolutional neural networks. (en)
Title	SPORTS VIDEO CLASSIFICATION IN CONTINUOUS TV BROADCASTS SPORTS VIDEO CLASSIFICATION IN CONTINUOUS TV BROADCASTS (en)
skos:prefLabel	SPORTS VIDEO CLASSIFICATION IN CONTINUOUS TV BROADCASTS SPORTS VIDEO CLASSIFICATION IN CONTINUOUS TV BROADCASTS (en)
skos:notation	RIV/49777513:23520/14:43923360!RIV15-GA0-23520___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(ED1.1.00/02.0090), P(GBP103/12/G084)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Herbig, Milan Vaněk, Jan Campr, Pavel Psutka, Josef
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	Západočeská univerzita v Plzni / Fakulta aplikovaných věd
http://linked.open...dnocenehoVysledku	46823
http://linked.open...ai/riv/idVysledku	RIV/49777513:23520/14:43923360
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Sports Classification, Topic Classification, Computer Vision, Convolutional Neural Networks, Multimedia Processing (en)
http://linked.open.../riv/klicoveSlovo	Computer Vision Convolutional Neural Networks Multimedia Processing Sports Classification Topic Classification
http://linked.open...ontrolniKodProRIV	[70E8675B5782]
http://linked.open...v/mistoKonaniAkce	HangZhou, CHINA
http://linked.open...i/riv/mistoVydani	Beijing
http://linked.open...i/riv/nazevZdroje	Proceedings,12th International Conference on Signal Processing
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Center for Large Scale Multi-modal Data Interpretation NTIS - New Technologies for Information Society
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Campr, Pavel Psutka, Josef Vaněk, Jan Herbig, Milan
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-10-19 (xsd:date)
issn	2164-5221
number of pages	5 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4799-2188-1
http://localhost/t...ganizacniJednotka	23520

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