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[{"key": "dc.contributor.author", "value": "Valleala, Riku", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2012-12-04T05:37:20Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2012-12-04T05:37:20Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2008", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/40521", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Valleala, Riku Jouni Sakari Tietoj\u00e4rjestelm\u00e4tieteen kandidaatintutkielma / Riku Valleala Jyv\u00e4skyl\u00e4: Jyv\u00e4skyl\u00e4n yliopisto, 2008. 33 s. Urheiluvideoiden sis\u00e4ll\u00f6ntunnistus ja luokittelu Urheiluvideot ovat yksi nopeimmin kasvavista ja kiinnostavimmista videosis\u00e4lt\u00f6jen alueista t\u00e4n\u00e4 p\u00e4iv\u00e4n\u00e4. Videosis\u00e4lt\u00f6jen automaattisille ja tehokkaille luokittelumenetelmille on siten lis\u00e4\u00e4ntyv\u00e4\u00e4 kysynt\u00e4\u00e4. T\u00e4m\u00e4n kandidaatintutkielman tavoitteena on selvitt\u00e4\u00e4 videoiden sis\u00e4ll\u00f6ntunnistukseen ja luokitteluun kehitettyj\u00e4 menetelmi\u00e4 ja niiden soveltamista urheiluvideoiden sis\u00e4ll\u00f6ntunnistuksessa. Aihealuetta k\u00e4sitell\u00e4\u00e4n kirjallisuuskatsauksen tarjoamin menetelmin. Videoiden sis\u00e4ll\u00f6ntunnistus ja luokittelu aloitetaan yleens\u00e4 video-otosten tunnistamisella, josta edet\u00e4\u00e4n tunnistettujen otosten sis\u00e4ll\u00f6ntunnistukseen ja niin sanottujen alemman tason muuttujien hakemiseen. Analysointimenetelmin\u00e4 voidaan k\u00e4ytt\u00e4\u00e4 erilaisia v\u00e4ri-informaatioon, liikkeisiin, valoisuuteen, tekstiin tai \u00e4\u00e4niin liittyvi\u00e4 menetelmi\u00e4. Sis\u00e4ll\u00f6ntunnistuksen viimeisimp\u00e4n\u00e4 tavoitteena on yleens\u00e4 korkeamman tason merkityksellisten kohteiden tai tapahtumien tunnistaminen videosis\u00e4ll\u00f6ist\u00e4. Urheiluvideoiden sis\u00e4ll\u00f6ntunnistusta vaikeuttavat lajien monimuotoisuus omine s\u00e4\u00e4nt\u00f6ineen ja ymp\u00e4rist\u00f6ineen. Kuvaa, \u00e4\u00e4nt\u00e4 ja tekstej\u00e4 analysoivat multimodaaliset l\u00e4hestymistavat tarjoavat kuitenkin monipuolisen mahdollisuuden urheiluvideoidenkin sis\u00e4ll\u00f6ntunnistukseen. Videoiden sis\u00e4ll\u00f6ntunnistuksen menetelm\u00e4t ja k\u00e4sitteet vaativat kuitenkin jatkossa yhdenmukaistamista ja standardointia entist\u00e4 parempien menetelmien kehitt\u00e4miseksi.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by Seija Paananen (sepaanan@jyu.fi) on 2012-12-04T05:37:20Z\nNo. of bitstreams: 1\nRiku Valleala.pdf: 346401 bytes, checksum: f93d21812248e5614344fd391a01d52f (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2012-12-04T05:37:20Z (GMT). No. of bitstreams: 1\nRiku Valleala.pdf: 346401 bytes, checksum: f93d21812248e5614344fd391a01d52f (MD5)\n Previous issue date: 2008", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "video", "language": "fi", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "sis\u00e4ll\u00f6ntunnistus", "language": "fi", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "luokittelu", "language": "fi", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "urheilu", "language": "fi", "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Urheiluvideoiden sis\u00e4ll\u00f6ntunnistus ja luokittelu", "language": "fi", "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "bachelor thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-201212043293", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.dcmitype", "value": "Text", "language": "en", "element": "type", "qualifier": "dcmitype", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatintutkielma", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Faculty of Information Technology", "language": "en", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Information Technology", "language": "en", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietoj\u00e4rjestelm\u00e4tiede", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Information Systems Science", "language": "en", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_7a1f", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": "fi", "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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