{"id":"https://openalex.org/W1992404395","doi":"https://doi.org/10.1145/1180639.1180768","title":"Manifold-ranking based video concept detection on large database and feature pool","display_name":"Manifold-ranking based video concept detection on large database and feature pool","publication_year":2006,"publication_date":"2006-10-23","ids":{"openalex":"https://openalex.org/W1992404395","doi":"https://doi.org/10.1145/1180639.1180768","mag":"1992404395"},"language":"en","primary_location":{"id":"doi:10.1145/1180639.1180768","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1180639.1180768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM international conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100571568","display_name":"Xun Yuan","orcid":"https://orcid.org/0009-0006-0185-1650"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Yuan","raw_affiliation_strings":["University of Science and Technology of China, Hefei, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, P.R. China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024965898","display_name":"Xian\u2010Sheng Hua","orcid":"https://orcid.org/0000-0002-8232-5049"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xian-Sheng Hua","raw_affiliation_strings":["Microsoft Research Asia, Beijing, P.R. China","[Microsoft Research Asia, Beijing, P.R. China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, P.R. China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"[Microsoft Research Asia, Beijing, P.R. China]","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, P.R. China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100374734","display_name":"Xiuqing Wu","orcid":"https://orcid.org/0000-0001-9287-0481"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiu-Qing Wu","raw_affiliation_strings":["University of Science and Technology of China, Hefei, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, P.R. China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8767,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.9671728,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"623","last_page":"626"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9990000128746033,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8242031335830688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7552007436752319},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6733496189117432},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.6496981978416443},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5570903420448303},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5478843450546265},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5232609510421753},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5206805467605591},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46131229400634766},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45825353264808655},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4461027979850769},{"id":"https://openalex.org/keywords/manifold-alignment","display_name":"Manifold alignment","score":0.4320477247238159},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.43048495054244995},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42472442984580994},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42275458574295044},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39202606678009033},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.22512352466583252},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15011811256408691},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14968329668045044},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.11123749613761902}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8242031335830688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7552007436752319},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6733496189117432},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.6496981978416443},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5570903420448303},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5478843450546265},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5232609510421753},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5206805467605591},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46131229400634766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45825353264808655},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4461027979850769},{"id":"https://openalex.org/C153120616","wikidata":"https://www.wikidata.org/wiki/Q17068315","display_name":"Manifold alignment","level":4,"score":0.4320477247238159},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.43048495054244995},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42472442984580994},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42275458574295044},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39202606678009033},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.22512352466583252},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15011811256408691},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14968329668045044},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.11123749613761902},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1180639.1180768","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1180639.1180768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1672197616","https://openalex.org/W2025363509","https://openalex.org/W2039118116","https://openalex.org/W2104862701","https://openalex.org/W2131791003","https://openalex.org/W2136504847","https://openalex.org/W2144080413","https://openalex.org/W2153635508","https://openalex.org/W2154455818","https://openalex.org/W2168661348","https://openalex.org/W3120296414"],"related_works":["https://openalex.org/W2387045723","https://openalex.org/W117517268","https://openalex.org/W2573981081","https://openalex.org/W2397338926","https://openalex.org/W2085003924","https://openalex.org/W65619410","https://openalex.org/W2384392227","https://openalex.org/W2380477800","https://openalex.org/W1976359930","https://openalex.org/W2888431323"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,93],"discuss":[4],"a":[5,18,56,95],"typical":[6],"case":[7],"in":[8,49,140],"video":[9,89],"concept":[10,15],"detection:":[11],"to":[12,75,98,119],"learn":[13],"target":[14],"using":[16],"only":[17],"small":[19],"number":[20],"of":[21,33,79,103,125,142],"positive":[22],"samples.":[23],"A":[24],"novel":[25],"manifold-ranking":[26,85,115],"based":[27,129],"scheme":[28,135],"is":[29,60,91,117,136],"proposed,":[30],"which":[31,63],"consists":[32],"three":[34],"major":[35],"components:":[36],"feature":[37,58,148],"pool":[38,59],"construction,":[39],"pre-filtering,":[40],"and":[41,138,156],"manifold-ranking.":[42],"First,":[43],"as":[44],"there":[45],"are":[46],"large":[47,57,80,88],"variations":[48],"the":[50,64,77,101,108,114,121,126,131,147],"effective":[51,66],"features":[52,67,145],"for":[53,83],"different":[54],"concepts,":[55],"constructed,":[61],"from":[62],"most":[65,109],"can":[68],"be":[69],"selected":[70,132],"automatically":[71],"or":[72],"semi-automatically.":[73],"Second,":[74],"tackle":[76],"issue":[78],"computation":[81],"cost":[82],"successive":[84],"process":[86,97],"when":[87],"database":[90],"incorporated,":[92],"employ":[94],"pre-filtering":[96],"filter":[99],"out":[100],"majority":[102],"irrelevant":[104],"samples":[105,128],"while":[106],"retaining":[107],"relevant":[110],"ones.":[111],"And":[112],"last,":[113],"algorithm":[116],"used":[118],"explore":[120],"relationship":[122],"among":[123],"all":[124],"rest":[127],"on":[130,153],"features.":[133],"This":[134],"extensible":[137],"flexible":[139],"terms":[141],"adding":[143],"new":[144,158],"into":[146],"pool,":[149],"introducing":[150],"human":[151],"interactions":[152],"selecting":[154],"features,":[155],"defining":[157],"concepts.":[159]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
