{"id":"https://openalex.org/W2067928868","doi":"https://doi.org/10.1145/2809948.2809950","title":"Large-scale Efficient and Effective Video Similarity Search","display_name":"Large-scale Efficient and Effective Video Similarity Search","publication_year":2015,"publication_date":"2015-10-13","ids":{"openalex":"https://openalex.org/W2067928868","doi":"https://doi.org/10.1145/2809948.2809950","mag":"2067928868"},"language":"en","primary_location":{"id":"doi:10.1145/2809948.2809950","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2809948.2809950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Workshop on Large-Scale and Distributed System for Information 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/A5027797086","display_name":"Merih Seran Uysal","orcid":"https://orcid.org/0000-0003-1115-6601"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Merih Seran Uysal","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany","RWTH-Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"RWTH-Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039809923","display_name":"Christian Beecks","orcid":"https://orcid.org/0009-0000-9028-629X"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Beecks","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany","RWTH-Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"RWTH-Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033399654","display_name":"Daniel Sabinasz","orcid":"https://orcid.org/0000-0003-1870-4797"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Sabinasz","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany","RWTH-Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"RWTH-Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003335849","display_name":"Thomas Seidl","orcid":"https://orcid.org/0000-0002-4861-1412"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Seidl","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany","RWTH-Aachen University, Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"RWTH-Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5616,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74862178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"8"},"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":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/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":0.9966999888420105,"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/computer-science","display_name":"Computer science","score":0.7884763479232788},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.6018019914627075},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6003087162971497},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5560405850410461},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.5322142839431763},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.5249961614608765},{"id":"https://openalex.org/keywords/earth-movers-distance","display_name":"Earth mover's distance","score":0.5243925452232361},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5124581456184387},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.491840124130249},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48328664898872375},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.4627537727355957},{"id":"https://openalex.org/keywords/video-retrieval","display_name":"Video retrieval","score":0.46174556016921997},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.45673203468322754},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.438226580619812},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4241364002227783},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4208775758743286},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.30655014514923096},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2460714876651764},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09264221787452698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7884763479232788},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.6018019914627075},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6003087162971497},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5560405850410461},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.5322142839431763},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.5249961614608765},{"id":"https://openalex.org/C82668687","wikidata":"https://www.wikidata.org/wiki/Q3046456","display_name":"Earth mover's distance","level":2,"score":0.5243925452232361},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5124581456184387},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.491840124130249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48328664898872375},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.4627537727355957},{"id":"https://openalex.org/C2983174267","wikidata":"https://www.wikidata.org/wiki/Q3775098","display_name":"Video retrieval","level":2,"score":0.46174556016921997},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.45673203468322754},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.438226580619812},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4241364002227783},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4208775758743286},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.30655014514923096},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2460714876651764},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09264221787452698},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2809948.2809950","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2809948.2809950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Workshop on Large-Scale and Distributed System for Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W80734125","https://openalex.org/W175723234","https://openalex.org/W1499049447","https://openalex.org/W1578875845","https://openalex.org/W1893622764","https://openalex.org/W1971648542","https://openalex.org/W1977545325","https://openalex.org/W1983176418","https://openalex.org/W1988445395","https://openalex.org/W1991909257","https://openalex.org/W1992510419","https://openalex.org/W2008772536","https://openalex.org/W2010997912","https://openalex.org/W2025510654","https://openalex.org/W2039772769","https://openalex.org/W2045921448","https://openalex.org/W2048955106","https://openalex.org/W2072640386","https://openalex.org/W2101319014","https://openalex.org/W2113049000","https://openalex.org/W2125101937","https://openalex.org/W2128061541","https://openalex.org/W2134627110","https://openalex.org/W2137243801","https://openalex.org/W2137551334","https://openalex.org/W2143713672","https://openalex.org/W2198077874","https://openalex.org/W2254589950","https://openalex.org/W2481108008","https://openalex.org/W2612808736","https://openalex.org/W3147178137","https://openalex.org/W3179878372","https://openalex.org/W6721783347","https://openalex.org/W6992951189"],"related_works":["https://openalex.org/W2827250223","https://openalex.org/W4255001338","https://openalex.org/W2952677206","https://openalex.org/W1991909257","https://openalex.org/W4256561748","https://openalex.org/W2094963775","https://openalex.org/W3106798595","https://openalex.org/W4389520298","https://openalex.org/W2159804503","https://openalex.org/W2090890022"],"abstract_inverted_index":{"Recently,":[0],"the":[1,5,10,14,26,33,48,53,59,71,81,107,114,118,123,146,149],"rich":[2],"diversity":[3],"of":[4,13,21,28,35,52,58,102,109,122,131,145],"video":[6,22,40,99],"capture":[7],"devices":[8],"and":[9,38,50,94,120,143],"high":[11,141],"usage":[12],"Internet":[15],"have":[16],"generated":[17],"a":[18,84],"great":[19],"amount":[20],"data,":[23],"which":[24],"attracts":[25],"attention":[27],"researchers":[29],"with":[30,90],"respect":[31],"to":[32],"development":[34],"novel":[36],"effective":[37],"efficient":[39],"retrieval":[41],"approaches.":[42],"In":[43],"this":[44,112],"paper,":[45],"we":[46],"investigate":[47],"effectiveness":[49,119,142],"efficiency":[51,121,144],"lower-bounding":[54,124],"filter":[55,125],"distance":[56,126],"functions":[57,127],"well-known":[60],"similarity":[61],"measure":[62],"Earth":[63],"Mover's":[64],"Distance":[65],"(EMD)":[66],"on":[67,83,128],"signature":[68],"databases,":[69],"including":[70],"recently":[72],"introduced":[73],"Independent":[74],"Minimization":[75],"for":[76],"Signatures":[77],"(IM-Sig).":[78],"We":[79],"conduct":[80],"experiments":[82],"public":[85],"dataset":[86,100],"comprising":[87],"various":[88],"categories":[89],"visually":[91],"similar":[92],"videos,":[93],"another":[95],"large-scale":[96],"real":[97],"world":[98],"consisting":[101,130],"350,000":[103],"near-duplicate":[104],"videos.":[105],"To":[106],"best":[108],"our":[110],"knowledge,":[111],"is":[113],"first":[115],"work":[116],"investigating":[117],"databases":[129],"signatures,":[132],"i.e":[133],"adaptive-binned":[134],"representations.":[135],"The":[136],"experimental":[137],"evaluation":[138],"indicates":[139],"both":[140],"IM-Sig,":[147],"outperforming":[148],"state-of-the-art":[150],"techniques.":[151]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
