{"id":"https://openalex.org/W4410887054","doi":"https://doi.org/10.1109/iscbi64586.2025.11015409","title":"Design of a Dual Attention Mechanism for Small Object Detection","display_name":"Design of a Dual Attention Mechanism for Small Object Detection","publication_year":2025,"publication_date":"2025-02-14","ids":{"openalex":"https://openalex.org/W4410887054","doi":"https://doi.org/10.1109/iscbi64586.2025.11015409"},"language":"en","primary_location":{"id":"doi:10.1109/iscbi64586.2025.11015409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscbi64586.2025.11015409","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 7th International Symposium on Computational and Business Intelligence (ISCBI)","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/A5101458940","display_name":"Cheng Qian","orcid":"https://orcid.org/0009-0005-2104-7718"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng Qian","raw_affiliation_strings":["Chongqing Technology and Business University,School of Artificial Intelligence,ChongQing,China,400067"],"affiliations":[{"raw_affiliation_string":"Chongqing Technology and Business University,School of Artificial Intelligence,ChongQing,China,400067","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086422507","display_name":"Simon Fong","orcid":"https://orcid.org/0000-0002-1848-7246"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Simon Fong","raw_affiliation_strings":["University of Macau,Department of Computer and Information Science"],"affiliations":[{"raw_affiliation_string":"University of Macau,Department of Computer and Information Science","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108868459","display_name":"Hongxu Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxu Yin","raw_affiliation_strings":["Chongqing Technology and Business University,School of Artificial Intelligence,ChongQing,China,400067"],"affiliations":[{"raw_affiliation_string":"Chongqing Technology and Business University,School of Artificial Intelligence,ChongQing,China,400067","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001171879","display_name":"Chao Gao","orcid":"https://orcid.org/0000-0003-3662-6518"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Gao","raw_affiliation_strings":["Chongqing Technology and Business University,School of Artificial Intelligence,ChongQing,China,400067"],"affiliations":[{"raw_affiliation_string":"Chongqing Technology and Business University,School of Artificial Intelligence,ChongQing,China,400067","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054571269","display_name":"Huafeng Qin","orcid":"https://orcid.org/0000-0003-4911-0393"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huafeng Qin","raw_affiliation_strings":["Chongqing Technology and Business University,School of Artificial Intelligence,ChongQing,China,400067"],"affiliations":[{"raw_affiliation_string":"Chongqing Technology and Business University,School of Artificial Intelligence,ChongQing,China,400067","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049462454","display_name":"Jo\u00e3o Alexandre L\u00f4bo Marques","orcid":"https://orcid.org/0000-0002-6472-8784"},"institutions":[{"id":"https://openalex.org/I4210108537","display_name":"University of Saint Joseph","ror":"https://ror.org/01m6ap410","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108537"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Alexandre Lobo Marques","raw_affiliation_strings":["Neurosciences - University of Saint Joseph,Laboratory of Applied,Macau,SAR China"],"affiliations":[{"raw_affiliation_string":"Neurosciences - University of Saint Joseph,Laboratory of Applied,Macau,SAR China","institution_ids":["https://openalex.org/I4210108537"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101458940"],"corresponding_institution_ids":["https://openalex.org/I145581781"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05597615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"72","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.4350999891757965,"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"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.4350999891757965,"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/dual","display_name":"Dual (grammatical number)","score":0.7283686399459839},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.726107120513916},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6536091566085815},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5068867802619934},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4277379810810089},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3691900372505188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3559390902519226},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.17072999477386475},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07105082273483276}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.7283686399459839},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.726107120513916},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6536091566085815},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5068867802619934},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4277379810810089},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3691900372505188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3559390902519226},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.17072999477386475},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07105082273483276},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscbi64586.2025.11015409","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscbi64586.2025.11015409","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 7th International Symposium on Computational and Business Intelligence (ISCBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2193145675","https://openalex.org/W2954906602","https://openalex.org/W2989604896","https://openalex.org/W3138516171","https://openalex.org/W3199849452","https://openalex.org/W4296097825","https://openalex.org/W4386076325"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"Detecting":[0],"small":[1,32,133],"objects":[2],"remains":[3],"a":[4],"challenging":[5],"task":[6],"in":[7,21,37,56,137,147,153],"object":[8,33,134],"detection,":[9],"with":[10],"even":[11],"notable":[12],"models":[13],"like":[14],"YOLO":[15],"struggling":[16],"to":[17],"achieve":[18],"high":[19],"accuracy":[20,100],"complex":[22,138],"backgrounds.":[23],"A":[24],"dual":[25],"attention":[26,42],"(DA)":[27],"mechanism":[28,96,130],"specifically":[29],"designed":[30],"for":[31,59,145],"detection":[34,135],"is":[35],"proposed":[36,128],"this":[38,141],"paper,":[39],"integrating":[40],"two":[41],"modules:":[43],"the":[44,64,94,116,127],"Global":[45],"Grouped":[46],"Coordinate":[47],"Attention":[48,68],"(GGCA)":[49],"module,":[50,70],"which":[51,71],"enhances":[52,132],"global":[53],"information":[54],"retention":[55],"feature":[57],"maps":[58],"improved":[60],"contextual":[61],"integration,":[62],"and":[63,75,86,88,104,113,120],"Median":[65],"Pooling-Enhanced":[66],"Multi-Scale":[67],"(MPSA)":[69],"increases":[72],"noise":[73],"resilience":[74],"refines":[76],"multi-scale":[77],"features.":[78],"Experimental":[79],"evaluations":[80],"on":[81,115],"datasets":[82],"such":[83],"as":[84,107,109],"SHWD":[85],"Hardhat":[87],"Safety":[89],"Vest":[90],"demonstrate":[91],"that":[92,126],"incorporating":[93],"DA":[95,129],"into":[97],"YOLOv7":[98],"yields":[99],"improvements":[101],"of":[102,111],"0.75%":[103],"0.59%,":[105],"respectively,":[106],"well":[108],"gains":[110],"0.57%":[112],"0.17%":[114],"Traffic":[117],"Vehicles":[118],"Dataset":[119],"J-EDI":[121],"dataset.":[122],"These":[123],"results":[124],"confirm":[125],"significantly":[131],"performance":[136],"scenes.":[139],"Furthermore,":[140],"approach":[142],"shows":[143],"potential":[144],"application":[146],"medical":[148,154],"imaging,":[149],"potentially":[150],"advancing":[151],"precision":[152],"image":[155],"analysis.":[156]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}