{"id":"https://openalex.org/W4392607877","doi":"https://doi.org/10.1109/lsp.2024.3373261","title":"SliNet: Slicing-Aided Learning for Small Object Detection","display_name":"SliNet: Slicing-Aided Learning for Small Object Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392607877","doi":"https://doi.org/10.1109/lsp.2024.3373261"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2024.3373261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3373261","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-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/A5015469709","display_name":"Chuanyan Hao","orcid":"https://orcid.org/0000-0003-3887-5438"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuanyan Hao","raw_affiliation_strings":["School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115597996","display_name":"Hao Zhang","orcid":"https://orcid.org/0009-0001-5600-6749"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011281923","display_name":"Wanru Song","orcid":"https://orcid.org/0000-0002-7067-6108"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanru Song","raw_affiliation_strings":["School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369354","display_name":"Feng Liu","orcid":"https://orcid.org/0000-0003-2750-0315"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Liu","raw_affiliation_strings":["School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013119881","display_name":"Enhua Wu","orcid":"https://orcid.org/0000-0002-2174-1428"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enhua Wu","raw_affiliation_strings":["State Key Laboratory of Computer Science, Institute of Software, University of Chinese Academy of Sciences, Beijing, China","School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Science, Institute of Software, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"School of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015469709"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":5.5802,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96371365,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"31","issue":null,"first_page":"790","last_page":"794"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9118000268936157,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.9118000268936157,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.904699981212616,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/slicing","display_name":"Slicing","score":0.8115766048431396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7702736258506775},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.580233097076416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5777061581611633},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.45213690400123596},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4210214614868164},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37372785806655884},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.1268499195575714}],"concepts":[{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.8115766048431396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7702736258506775},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.580233097076416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5777061581611633},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45213690400123596},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4210214614868164},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37372785806655884},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.1268499195575714}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2024.3373261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2024.3373261","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6357699058","display_name":null,"funder_award_id":"62177029","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6479462796","display_name":null,"funder_award_id":"62332015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6964824150","display_name":null,"funder_award_id":"62072449","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7693560817","display_name":null,"funder_award_id":"23YJAZH047","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2179352600","https://openalex.org/W2341528187","https://openalex.org/W2565639579","https://openalex.org/W2791440580","https://openalex.org/W2963857746","https://openalex.org/W2987322772","https://openalex.org/W2992308087","https://openalex.org/W3018757597","https://openalex.org/W3096609285","https://openalex.org/W3098722327","https://openalex.org/W3101998545","https://openalex.org/W3138516171","https://openalex.org/W3169575272","https://openalex.org/W3175630421","https://openalex.org/W3208154594","https://openalex.org/W3208645658","https://openalex.org/W3210586215","https://openalex.org/W4221040873","https://openalex.org/W4226272687","https://openalex.org/W4246399668","https://openalex.org/W4307411363","https://openalex.org/W4312823573","https://openalex.org/W4316843048","https://openalex.org/W4386076325","https://openalex.org/W6745136726","https://openalex.org/W6777046832","https://openalex.org/W6779586474","https://openalex.org/W6784094891","https://openalex.org/W6802878479","https://openalex.org/W6804794748","https://openalex.org/W6810974023","https://openalex.org/W6848712460"],"related_works":["https://openalex.org/W2393746923","https://openalex.org/W2972496411","https://openalex.org/W4239223006","https://openalex.org/W3033662781","https://openalex.org/W2137530048","https://openalex.org/W2360869927","https://openalex.org/W2050876785","https://openalex.org/W2074642116","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"In":[0,39],"recent":[1],"years,":[2],"small":[3,15,74],"object":[4,16],"detection":[5,17,33,75,115],"has":[6],"been":[7],"widely":[8],"applied":[9],"to":[10,26,89,118],"aerial":[11,67],"scenes.":[12,99],"Although":[13],"existing":[14],"algorithms":[18],"have":[19,70],"achieved":[20],"significant":[21],"success,":[22],"it":[23],"remains":[24],"challenging":[25],"ensure":[27],"an":[28],"acceptable":[29],"processing":[30],"speed":[31,116],"and":[32,57,73,84,87,112],"accuracy":[34],"simultaneously":[35],"in":[36,97],"high-resolution":[37],"images.":[38],"this":[40],"work,":[41],"we":[42,77,129],"propose":[43],"a":[44,49,54,58,131,137],"novel":[45],"framework":[46],"called":[47],"SliNet,":[48],"slicingaided":[50],"learning":[51],"network":[52],"with":[53,93,136],"SPPFCSPC":[55,86],"Block":[56,64],"ContentAware":[59],"ReAssembly":[60],"of":[61,121,134,140,152],"Features":[62],"(CARAFE)":[63],"merged.":[65],"Since":[66],"images":[68,79],"usually":[69],"high":[71],"resolutions":[72],"targets,":[76],"slice":[78],"into":[80],"smaller":[81],"overlapping":[82],"patches":[83],"integrate":[85],"CARAFE":[88],"find":[90],"attention":[91],"region":[92],"larger":[94],"receptive":[95],"field":[96],"dense-object":[98],"Experimental":[100],"results":[101],"on":[102],"dataset":[103],"VisDrone-DET2019":[104],"show":[105],"that":[106],"the":[107,119,125,146,150],"SliNet":[108],"achieves":[109],"competitive":[110],"performance":[111],"obtains":[113],"faster":[114],"due":[117],"decrease":[120],"computational":[122],"cost.":[123],"On":[124],"VisDrone2019-":[126],"DET-val":[127],"dataset,":[128],"attain":[130],"mAP":[132],"score":[133,139],"46.4%":[135],"mAP50":[138],"67.1%,":[141],"which":[142],"is":[143],"better":[144],"than":[145],"state-of-the-art":[147],"models,":[148],"demonstrating":[149],"superiority":[151],"our":[153],"approach":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}