{"id":"https://openalex.org/W2084618519","doi":"https://doi.org/10.1145/2461466.2461506","title":"A general Framework of video segmentation to logical unit based on conditional random fields","display_name":"A general Framework of video segmentation to logical unit based on conditional random fields","publication_year":2013,"publication_date":"2013-04-16","ids":{"openalex":"https://openalex.org/W2084618519","doi":"https://doi.org/10.1145/2461466.2461506","mag":"2084618519"},"language":"en","primary_location":{"id":"doi:10.1145/2461466.2461506","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2461466.2461506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM conference on International conference on multimedia retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059765262","display_name":"Su Xiu Xu","orcid":"https://orcid.org/0000-0002-9643-2400"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Su Xu","raw_affiliation_strings":["Institute of Automation Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039248257","display_name":"Bailan Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bailan Feng","raw_affiliation_strings":["Institute of Automation Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012931772","display_name":"Zhineng Chen","orcid":"https://orcid.org/0000-0002-0182-3207"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhineng Chen","raw_affiliation_strings":["Institute of Automation Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108642431","display_name":"Bo Xu","orcid":"https://orcid.org/0000-0002-1111-1529"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Xu","raw_affiliation_strings":["Institute of Automation Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059765262"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"],"apc_list":null,"apc_paid":null,"fwci":1.3608,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84197357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crfs","display_name":"CRFS","score":0.9295336008071899},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.8682540655136108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7875350713729858},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7800997495651245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6456269025802612},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.4774087965488434},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4716980457305908},{"id":"https://openalex.org/keywords/theme","display_name":"Theme (computing)","score":0.4671321213245392},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.46496087312698364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3607269525527954}],"concepts":[{"id":"https://openalex.org/C2775953691","wikidata":"https://www.wikidata.org/wiki/Q5013874","display_name":"CRFS","level":3,"score":0.9295336008071899},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.8682540655136108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7875350713729858},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7800997495651245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6456269025802612},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.4774087965488434},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4716980457305908},{"id":"https://openalex.org/C33566652","wikidata":"https://www.wikidata.org/wiki/Q1065927","display_name":"Theme (computing)","level":2,"score":0.4671321213245392},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.46496087312698364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3607269525527954},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2461466.2461506","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2461466.2461506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM conference on International conference on multimedia retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W24617899","https://openalex.org/W1571190257","https://openalex.org/W1599367351","https://openalex.org/W1963878379","https://openalex.org/W1966759392","https://openalex.org/W1989207958","https://openalex.org/W2036739593","https://openalex.org/W2098767950","https://openalex.org/W2121947440","https://openalex.org/W2124384059","https://openalex.org/W2143743639","https://openalex.org/W2144180849","https://openalex.org/W2144577430","https://openalex.org/W2158261396","https://openalex.org/W2160510891","https://openalex.org/W2165401735","https://openalex.org/W2168026884","https://openalex.org/W2171186743","https://openalex.org/W6679502496"],"related_works":["https://openalex.org/W2356597680","https://openalex.org/W50079190","https://openalex.org/W182104056","https://openalex.org/W2111726165","https://openalex.org/W2011251309","https://openalex.org/W2511246383","https://openalex.org/W3108423214","https://openalex.org/W2796133761","https://openalex.org/W3088215229","https://openalex.org/W2184553228"],"abstract_inverted_index":{"Segmenting":[0],"video":[1,24],"into":[2],"logical":[3,34,94,182],"units":[4,11,55,170,183],"like":[5],"scenes":[6,52,167],"in":[7,12,63,184],"movies":[8],"and":[9,53,74,87,126,129,140,164,168],"topic":[10,54,141,169],"News":[13],"videos":[14],"is":[15,43,97,131,150],"an":[16],"essential":[17],"prerequisite":[18],"for":[19,33,137],"a":[20,30,64,101],"wide":[21],"range":[22],"of":[23,70,93,103,107,146,156,162,187],"related":[25],"applications.":[26],"In":[27,45],"this":[28],"paper,":[29],"novel":[31],"approach":[32,59,149],"unit":[35,95,142],"segmentation":[36,96],"based":[37,109],"on":[38,110,152,166],"conditional":[39],"random":[40],"fields":[41],"(CRFs)":[42],"presented.":[44],"comparison":[46],"with":[47,61],"previous":[48],"approaches":[49],"that":[50,175],"handle":[51],"separately,":[56],"the":[57,91,105,111,116,147,176],"proposed":[58,120,148,177],"deals":[60],"them":[62],"general":[65],"framework.":[66],"Specifically,":[67],"four":[68,77],"types":[69,155],"shots":[71],"are":[72,171],"defined":[73],"represented":[75],"by":[76,114],"middle-level":[78],"features,":[79,113,128],"i.e.,":[80],"shot":[81,85,108],"difference,":[82],"scene":[83,139],"transition,":[84],"theme":[86],"audio":[88,125],"type.":[89],"Then,":[90],"problem":[92,102],"novelly":[98],"formulated":[99],"as":[100],"identifying":[104],"type":[106],"extracted":[112],"leveraging":[115],"CRFs":[117],"model.":[118],"The":[119,144],"framework":[121],"effectively":[122],"integrate":[123],"visual,":[124],"contextual":[127],"it":[130],"able":[132],"to":[133],"produce":[134],"ideal":[135],"result":[136],"both":[138],"segmentation.":[143],"effectiveness":[145],"verified":[151],"seven":[153],"mainstream":[154],"videos,":[157],"from":[158],"which":[159],"average":[160],"F-measures":[161],"88%":[163],"86%":[165],"reported":[172],"respectively,":[173],"illustrating":[174],"method":[178],"can":[179],"accurately":[180],"segment":[181],"different":[185],"genres":[186],"videos.":[188]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
