{"id":"https://openalex.org/W4389366284","doi":"https://doi.org/10.1145/3628797.3629020","title":"Lite FPN_SSD: A Reconfiguration SSD with Adapting Feature Pyramid Network Scheme for Small Object Detection","display_name":"Lite FPN_SSD: A Reconfiguration SSD with Adapting Feature Pyramid Network Scheme for Small Object Detection","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4389366284","doi":"https://doi.org/10.1145/3628797.3629020"},"language":"en","primary_location":{"id":"doi:10.1145/3628797.3629020","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628797.3629020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Symposium on Information and Communication Technology","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/A5069282537","display_name":"Viet Hang Duong","orcid":"https://orcid.org/0000-0002-9728-4438"},"institutions":[{"id":"https://openalex.org/I4210117845","display_name":"University Of Information Technology","ror":"https://ror.org/03bxja712","country_code":"MM","type":"education","lineage":["https://openalex.org/I4210117845"]}],"countries":["MM"],"is_corresponding":true,"raw_author_name":"Viet Hang Duong","raw_affiliation_strings":["Computer Science, University of Information Technology, VNU-HCM, Vi?t Nam"],"affiliations":[{"raw_affiliation_string":"Computer Science, University of Information Technology, VNU-HCM, Vi?t Nam","institution_ids":["https://openalex.org/I4210117845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072762667","display_name":"D. Nguyen","orcid":"https://orcid.org/0009-0002-0717-5439"},"institutions":[{"id":"https://openalex.org/I4210117845","display_name":"University Of Information Technology","ror":"https://ror.org/03bxja712","country_code":"MM","type":"education","lineage":["https://openalex.org/I4210117845"]}],"countries":["MM"],"is_corresponding":false,"raw_author_name":"Dang Duc Manh Nguyen","raw_affiliation_strings":["Computer Science, University of Information Technology, VNU-HCM, Vi?t Nam"],"affiliations":[{"raw_affiliation_string":"Computer Science, University of Information Technology, VNU-HCM, Vi?t Nam","institution_ids":["https://openalex.org/I4210117845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069282537"],"corresponding_institution_ids":["https://openalex.org/I4210117845"],"apc_list":null,"apc_paid":null,"fwci":0.1259,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44359472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"493","last_page":"500"},"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":0.9968000054359436,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9902999997138977,"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/pyramid","display_name":"Pyramid (geometry)","score":0.8261143565177917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.800866961479187},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6745405793190002},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.5566952228546143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5340415835380554},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5311806201934814},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5277056097984314},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4840511679649353},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.440362811088562},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.41700831055641174},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3865816295146942},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3622381091117859},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3522300720214844},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34707558155059814},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3313371539115906},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.16279461979866028}],"concepts":[{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.8261143565177917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.800866961479187},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6745405793190002},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.5566952228546143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5340415835380554},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5311806201934814},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5277056097984314},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4840511679649353},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.440362811088562},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.41700831055641174},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3865816295146942},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3622381091117859},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3522300720214844},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34707558155059814},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3313371539115906},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.16279461979866028},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3628797.3629020","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628797.3629020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Symposium on Information and Communication Technology","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":15,"referenced_works":["https://openalex.org/W2031489346","https://openalex.org/W2176924101","https://openalex.org/W2193145675","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2579985080","https://openalex.org/W2773495332","https://openalex.org/W2884561390","https://openalex.org/W2963037989","https://openalex.org/W2998831603","https://openalex.org/W3004469560","https://openalex.org/W3106250896","https://openalex.org/W3156179038","https://openalex.org/W3165956558","https://openalex.org/W4293584584"],"related_works":["https://openalex.org/W2357657342","https://openalex.org/W2153432761","https://openalex.org/W2152623100","https://openalex.org/W2142042635","https://openalex.org/W4214878056","https://openalex.org/W1580144672","https://openalex.org/W1988127757","https://openalex.org/W4248634784","https://openalex.org/W2103296973","https://openalex.org/W2165832238"],"abstract_inverted_index":{"Detecting":[0],"small":[1],"objects":[2],"poses":[3],"a":[4,56,98,118,159,171,190],"significant":[5],"challenge":[6],"in":[7,39,121,146],"computer":[8],"vision":[9],"because":[10],"of":[11,80,142,162,176],"the":[12,24,53,78,81,90,104,143,149,167,179],"low":[13],"resolution":[14],"and":[15,42,93,135,152],"fuzzy":[16],"feature":[17,105],"representation.":[18],"Although":[19],"one-stage":[20],"detection":[21],"techniques":[22],"alleviate":[23],"problem":[25],"caused":[26],"by":[27,157],"scale":[28],"difference":[29],"to":[30,76,96,111,185],"some":[31],"extent,":[32],"they":[33],"also":[34],"retain":[35],"redundant":[36],"features,":[37],"resulting":[38],"resource":[40],"wastage":[41],"slower":[43],"processing":[44],"speeds.":[45],"This":[46],"research":[47],"first":[48],"primarily":[49],"centers":[50],"around":[51],"elucidating":[52],"SSD":[54,82,94,151],"algorithm,":[55],"new":[57],"improved":[58],"framework,":[59],"namely":[60],"Lite":[61,85],"FPN-SSD":[62,86],"(Lite":[63],"Single":[64],"Shot":[65],"Multibox":[66],"Detector":[67],"with":[68,102,117,148],"Adapting":[69],"Feature":[70],"Pyramid":[71],"Network),":[72],"then":[73],"is":[74,87,183],"proposed":[75,144,168],"solve":[77],"weakness":[79],"algorithm.":[83],"The":[84],"build":[88],"upon":[89],"popular":[91],"FPN":[92],"architectures":[95],"create":[97],"learnable":[99],"fusion":[100],"scheme":[101],"controlling":[103],"information":[106],"that":[107,188],"deep":[108],"layers":[109],"deliver":[110],"shallow":[112],"layers.":[113],"Its":[114],"lightweight":[115],"nature,":[116],"minimal":[119,160],"increase":[120],"parameters,":[122,166],"ensures":[123],"high":[124],"efficiency":[125],"for":[126],"real-time":[127],"applications.":[128],"Extensive":[129],"experiments":[130],"conducted":[131],"on":[132,178],"VOC,":[133],"VEDAI":[134],"SOHAS":[136],"datasets":[137],"demonstrate":[138],"an":[139],"impressive":[140],"results":[141],"models":[145],"comparison":[147],"original":[150],"its":[153],"other":[154],"variations.":[155],"Particularly,":[156],"making":[158],"addition":[161],"only":[163],"2":[164],"million":[165],"model":[169],"achieves":[170],"mean":[172],"average":[173],"precision":[174],"(mAP)":[175],"78.36%":[177],"VOC":[180],"dataset,":[181],"which":[182],"close":[184],"another":[186],"architecture":[187],"achieved":[189],"78.40%":[191],"mAP":[192],"but":[193],"require":[194],"more":[195],"than":[196],"2.6.":[197]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
