{"id":"https://openalex.org/W4399526002","doi":"https://doi.org/10.2478/jaiscr-2024-0014","title":"Sinextnet: A New Small Object Detection Model for Aerial Images Based on PP-Yoloe","display_name":"Sinextnet: A New Small Object Detection Model for Aerial Images Based on PP-Yoloe","publication_year":2024,"publication_date":"2024-06-01","ids":{"openalex":"https://openalex.org/W4399526002","doi":"https://doi.org/10.2478/jaiscr-2024-0014"},"language":"en","primary_location":{"id":"doi:10.2478/jaiscr-2024-0014","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2024-0014","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2024-0014","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://sciendo.com/pdf/10.2478/jaiscr-2024-0014","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041057562","display_name":"Wenkang Zhang","orcid":"https://orcid.org/0009-0002-5484-7947"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenkang Zhang","raw_affiliation_strings":["School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China"],"raw_orcid":"https://orcid.org/0009-0002-5484-7947","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007920509","display_name":"Zhiyong Hong","orcid":"https://orcid.org/0000-0002-5409-2962"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiyong Hong","raw_affiliation_strings":["School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China"],"raw_orcid":"https://orcid.org/0000-0002-5409-2962","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057867466","display_name":"Liping Xiong","orcid":"https://orcid.org/0000-0001-7924-8655"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Xiong","raw_affiliation_strings":["School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China"],"raw_orcid":"https://orcid.org/0000-0001-7924-8655","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049472138","display_name":"Zhiqiang Zeng","orcid":"https://orcid.org/0000-0002-9544-5605"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Zeng","raw_affiliation_strings":["School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China"],"raw_orcid":"https://orcid.org/0000-0002-9544-5605","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhishun Cai","orcid":"https://orcid.org/0009-0000-1813-3897"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhishun Cai","raw_affiliation_strings":["School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China"],"raw_orcid":"https://orcid.org/0009-0000-1813-3897","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China","institution_ids":["https://openalex.org/I98834328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102723782","display_name":"K. S. Tan","orcid":"https://orcid.org/0009-0003-1961-0466"},"institutions":[{"id":"https://openalex.org/I98834328","display_name":"Wuyi University","ror":"https://ror.org/059djzq42","country_code":"CN","type":"education","lineage":["https://openalex.org/I98834328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kunyu Tan","raw_affiliation_strings":["School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China"],"raw_orcid":"https://orcid.org/0009-0003-1961-0466","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering , Wuyi University , Jiangmen, Guangdong , China","institution_ids":["https://openalex.org/I98834328"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007920509"],"corresponding_institution_ids":["https://openalex.org/I98834328"],"apc_list":null,"apc_paid":null,"fwci":2.3808,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89732666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"14","issue":"3","first_page":"251","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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":0.9980000257492065,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7436122298240662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7112952470779419},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6587299108505249},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6526399850845337},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6518045663833618},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6437923908233643},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5886498689651489},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5392405390739441},{"id":"https://openalex.org/keywords/aerial-image","display_name":"Aerial image","score":0.5191447138786316},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4811647832393646},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.4150581359863281},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37965258955955505},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.27832579612731934},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.17006009817123413},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1634034514427185},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08751201629638672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7436122298240662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7112952470779419},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6587299108505249},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6526399850845337},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6518045663833618},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6437923908233643},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5886498689651489},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5392405390739441},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.5191447138786316},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4811647832393646},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.4150581359863281},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37965258955955505},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.27832579612731934},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.17006009817123413},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1634034514427185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08751201629638672},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2478/jaiscr-2024-0014","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2024-0014","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2024-0014","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2478/jaiscr-2024-0014","is_oa":true,"landing_page_url":"https://doi.org/10.2478/jaiscr-2024-0014","pdf_url":"https://sciendo.com/pdf/10.2478/jaiscr-2024-0014","source":{"id":"https://openalex.org/S4210223945","display_name":"Journal of Artificial Intelligence and Soft Computing Research","issn_l":"2083-2567","issn":["2083-2567","2449-6499"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317241","host_organization_name":"Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology","host_organization_lineage":["https://openalex.org/P4310317241"],"host_organization_lineage_names":["Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Artificial Intelligence and Soft Computing Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399526002.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1562810981","https://openalex.org/W1861492603","https://openalex.org/W1981276685","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2121955477","https://openalex.org/W2161969291","https://openalex.org/W2164598857","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2308318555","https://openalex.org/W2412782625","https://openalex.org/W2490270993","https://openalex.org/W2549139847","https://openalex.org/W2565639579","https://openalex.org/W2625219738","https://openalex.org/W2934198733","https://openalex.org/W2962766617","https://openalex.org/W2962777203","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2982770724","https://openalex.org/W2988452521","https://openalex.org/W2995484963","https://openalex.org/W3009447447","https://openalex.org/W3012573144","https://openalex.org/W3035049382","https://openalex.org/W3092663126","https://openalex.org/W3096609285","https://openalex.org/W3106250896","https://openalex.org/W3106753828","https://openalex.org/W3109225975","https://openalex.org/W4214507171","https://openalex.org/W4223476717","https://openalex.org/W4312823573","https://openalex.org/W4377241880","https://openalex.org/W4385760871","https://openalex.org/W4386952025"],"related_works":["https://openalex.org/W4396860960","https://openalex.org/W2972256598","https://openalex.org/W4388813151","https://openalex.org/W2610408157","https://openalex.org/W2612465689","https://openalex.org/W4284972948","https://openalex.org/W4237245474","https://openalex.org/W2099047584","https://openalex.org/W4327521163","https://openalex.org/W4387801831"],"abstract_inverted_index":{"Abstract":[0],"Although":[1],"object":[2,36,108,162,168],"detection":[3,37,109],"has":[4,25],"achieved":[5,28],"great":[6,52],"success":[7],"in":[8,14,42,56,83,190],"the":[9,15,19,63,70,94,124,153,157,175,187],"field":[10,155],"of":[11,21,65,74,98,156,179],"computer":[12],"vision":[13],"past":[16],"few":[17],"years,":[18],"performance":[20,196],"detecting":[22],"small":[23,61,99,107,161,167,180],"objects":[24,55],"not":[26],"yet":[27],"ideal":[29],"results.":[30],"For":[31],"instance,":[32],"UAV":[33],"aerial":[34,57,199],"photography":[35],"plays":[38],"an":[39],"important":[40,92],"role":[41],"traffic":[43],"monitoring":[44],"and":[45,69,87,96,150],"other":[46],"fields,":[47],"but":[48,116],"it":[49,164],"faces":[50],"some":[51],"challenges.":[53],"The":[54,101,182],"images":[58],"are":[59],"mainly":[60],"objects,":[62],"resolution":[64],"whom":[66,75],"is":[67,76,90,111,145],"low":[68],"feature":[71,85,176],"expression":[72,177],"ability":[73,178],"very":[77,91],"weak.":[78],"Information":[79],"will":[80],"be":[81],"lost":[82],"high-dimensional":[84],"maps,":[86],"this":[88,117,127,191],"information":[89],"for":[93],"classification":[95],"positioning":[97],"objects.":[100,181],"most":[102],"common":[103],"way":[104],"to":[105,112],"improve":[106,152],"accuracy":[110],"use":[113],"high-resolution":[114],"images,":[115],"incurs":[118],"additional":[119],"computational":[120],"costs.":[121],"To":[122],"address":[123],"above-mentioned":[125],"problems,":[126],"article":[128],"proposes":[129],"a":[130,136],"new":[131,137],"model":[132],"SINextNet,":[133],"which":[134],"uses":[135],"dilated":[138],"convolution":[139],"module":[140,144],"SINext":[141],"block.":[142],"This":[143],"based":[146],"on":[147],"depth-separable":[148],"convolution,":[149],"can":[151,165,193],"receptive":[154],"model.":[158],"While":[159],"extracting":[160],"features,":[163],"combine":[166],"features":[169],"with":[170],"background":[171],"information,":[172],"greatly":[173],"improving":[174],"experimental":[183],"results":[184],"indicate":[185],"that":[186],"method":[188],"proposed":[189],"paper":[192],"achieve":[194],"advanced":[195],"across":[197],"multiple":[198],"datasets.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-05T23:21:25.405358","created_date":"2025-10-10T00:00:00"}
