{"id":"https://openalex.org/W3163926115","doi":"https://doi.org/10.1109/icpr48806.2021.9413127","title":"Correlation-based ConvNet for Small Object Detection in Videos","display_name":"Correlation-based ConvNet for Small Object Detection in Videos","publication_year":2021,"publication_date":"2021-01-10","ids":{"openalex":"https://openalex.org/W3163926115","doi":"https://doi.org/10.1109/icpr48806.2021.9413127","mag":"3163926115"},"language":"en","primary_location":{"id":"doi:10.1109/icpr48806.2021.9413127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9413127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","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/A5064338499","display_name":"Brais Bosquet","orcid":"https://orcid.org/0000-0002-6985-1589"},"institutions":[{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]},{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Brais Bosquet","raw_affiliation_strings":["Centro Singular de Investigacion en Tecnoloxias Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigacion en Tecnoloxias Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057742985","display_name":"Manuel Mucientes","orcid":"https://orcid.org/0000-0003-1735-3585"},"institutions":[{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]},{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Mucientes","raw_affiliation_strings":["Centro Singular de Investigacion en Tecnoloxias Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigacion en Tecnoloxias Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077550469","display_name":"V.M. Brea","orcid":"https://orcid.org/0000-0003-0078-0425"},"institutions":[{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]},{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Victor M. Brea","raw_affiliation_strings":["Centro Singular de Investigacion en Tecnoloxias Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigacion en Tecnoloxias Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064338499"],"corresponding_institution_ids":["https://openalex.org/I200284239","https://openalex.org/I4210111807"],"apc_list":null,"apc_paid":null,"fwci":0.1921,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.4695098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1979","last_page":"1984"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10036","display_name":"Advanced Neural Network Applications","score":0.9998999834060669,"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":0.9991999864578247,"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":0.8203533887863159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6558999419212341},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6519954204559326},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5825350880622864},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5518261194229126},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.43473196029663086},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4191191792488098},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4053652882575989}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8203533887863159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6558999419212341},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6519954204559326},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5825350880622864},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5518261194229126},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.43473196029663086},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4191191792488098},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4053652882575989},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr48806.2021.9413127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9413127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G325266980","display_name":null,"funder_award_id":"TIN2017-84796-C2-1-R,RTI2018-097088-B-C32","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5205368802","display_name":null,"funder_award_id":"ED431C 2018/29,ED431C 2017/69,2016-2019,ED431G/08","funder_id":"https://openalex.org/F4320326633","funder_display_name":"Axencia Galega de Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320326633","display_name":"Axencia Galega de Innovaci\u00f3n","ror":"https://ror.org/02vcxyt85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W1932624639","https://openalex.org/W2117539524","https://openalex.org/W2156303437","https://openalex.org/W2194775991","https://openalex.org/W2335901184","https://openalex.org/W2336589871","https://openalex.org/W2519080876","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2579152745","https://openalex.org/W2613718673","https://openalex.org/W2806224701","https://openalex.org/W2894400606","https://openalex.org/W2950800384","https://openalex.org/W2962777203","https://openalex.org/W2962803561","https://openalex.org/W2962855257","https://openalex.org/W2963351448","https://openalex.org/W2988916019","https://openalex.org/W3100935401","https://openalex.org/W3106250896","https://openalex.org/W6620707391","https://openalex.org/W6639102338","https://openalex.org/W6682864246","https://openalex.org/W6714138976","https://openalex.org/W6722278271","https://openalex.org/W6727074247","https://openalex.org/W6750245737","https://openalex.org/W6754988903","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W2969228573","https://openalex.org/W2963690996","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"The":[0],"detection":[1,25],"of":[2,6,53,61],"small":[3,23,46,63,69,94],"objects":[4,47,70,95],"is":[5,37],"particular":[7],"interest":[8],"in":[9,26,83],"many":[10],"real":[11],"applications.":[12],"In":[13],"this":[14],"paper,":[15],"we":[16],"propose":[17],"STDnet-ST,":[18],"a":[19],"novel":[20],"approach":[21],"to":[22,78,85],"object":[24,81],"video":[27,34,103],"using":[28],"spatial":[29],"information":[30],"operating":[31],"alongside":[32],"temporal":[33],"information.":[35],"STDnet-ST":[36,89],"an":[38],"end-to-end":[39],"spatio-temporal":[40],"convolutional":[41],"neural":[42],"network":[43],"that":[44],"detects":[45],"over":[48],"time":[49,73],"and":[50,101],"correlates":[51],"pairs":[52],"the":[54,58,68,72,97],"top-ranked":[55],"regions":[56],"with":[57],"highest":[59],"likelihood":[60],"containing":[62],"objects.":[64],"This":[65],"architecture":[66],"links":[67,82],"across":[71],"as":[74],"tubelets,":[75],"being":[76],"able":[77],"dismiss":[79],"unprofitable":[80],"order":[84],"provide":[86],"high-quality":[87],"tubelets.":[88],"achieves":[90],"state-of-the-art":[91],"results":[92],"for":[93],"on":[96],"publicly":[98],"available":[99],"USC-GRAD-STDdb":[100],"UAVDT":[102],"datasets.":[104]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
