{"id":"https://openalex.org/W4407732774","doi":"https://doi.org/10.1587/transfun.2024eal2088","title":"A Lightweight Cross-Scale Feature Fusion Algorithm for Complex Traffic Scenarios","display_name":"A Lightweight Cross-Scale Feature Fusion Algorithm for Complex Traffic Scenarios","publication_year":2025,"publication_date":"2025-02-19","ids":{"openalex":"https://openalex.org/W4407732774","doi":"https://doi.org/10.1587/transfun.2024eal2088"},"language":"en","primary_location":{"id":"doi:10.1587/transfun.2024eal2088","is_oa":false,"landing_page_url":"https://doi.org/10.1587/transfun.2024eal2088","pdf_url":null,"source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","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/A5001918163","display_name":"Nan Hu","orcid":"https://orcid.org/0000-0003-0392-0593"},"institutions":[{"id":"https://openalex.org/I83714178","display_name":"Shenyang Jianzhu University","ror":"https://ror.org/01zr73v18","country_code":"CN","type":"education","lineage":["https://openalex.org/I83714178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan HU","raw_affiliation_strings":["College of Electrical and Control Engineering, Shenyang Jianzhu University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, Shenyang Jianzhu University","institution_ids":["https://openalex.org/I83714178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101531471","display_name":"Xingran Li","orcid":"https://orcid.org/0009-0001-1273-6037"},"institutions":[{"id":"https://openalex.org/I83714178","display_name":"Shenyang Jianzhu University","ror":"https://ror.org/01zr73v18","country_code":"CN","type":"education","lineage":["https://openalex.org/I83714178"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingran LI","raw_affiliation_strings":["College of Electrical and Control Engineering, Shenyang Jianzhu University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control Engineering, Shenyang Jianzhu University","institution_ids":["https://openalex.org/I83714178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100839950","display_name":"Ming Xu","orcid":"https://orcid.org/0009-0005-2417-4202"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming XU","raw_affiliation_strings":["College of Artificial Intelligence, Shenyang University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Shenyang University of Technology","institution_ids":["https://openalex.org/I157507598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014989302","display_name":"Hongbo Zhu","orcid":"https://orcid.org/0000-0001-7833-9432"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo ZHU","raw_affiliation_strings":["College of Information Science and Engineering, Shenyang Ligong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Shenyang Ligong University","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100406573","display_name":"Qi Qi","orcid":"https://orcid.org/0000-0001-9762-8838"},"institutions":[{"id":"https://openalex.org/I4210118409","display_name":"Jiangsu Provincial Party School","ror":"https://ror.org/01raxej33","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210118409"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi QI","raw_affiliation_strings":["Department of Decision Consulting, Party School of Liaoning Provincial Party Committee"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Decision Consulting, Party School of Liaoning Provincial Party Committee","institution_ids":["https://openalex.org/I4210118409"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.396,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82324371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"E108.A","issue":"8","first_page":"1078","last_page":"1082"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9408000111579895,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9408000111579895,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9365000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9212999939918518,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.6783604621887207},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.632798433303833},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5318764448165894},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5318030714988708},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5140958428382874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3600342869758606}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6783604621887207},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.632798433303833},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5318764448165894},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5318030714988708},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5140958428382874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3600342869758606},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transfun.2024eal2088","is_oa":false,"landing_page_url":"https://doi.org/10.1587/transfun.2024eal2088","pdf_url":null,"source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2989452537","https://openalex.org/W2052122378","https://openalex.org/W2544423928","https://openalex.org/W2062023542"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,21,45,67,77,85,100,103,133],"challenges":[3],"of":[4,79],"low":[5],"detection":[6],"accuracy":[7],"resulting":[8],"from":[9,99],"occlusion":[10,71],"and":[11,25,72,131],"scale":[12,73],"variation":[13],"in":[14],"complex":[15],"traffic":[16],"scenarios,":[17],"as":[18,20],"well":[19],"high":[22],"computational":[23,129],"complexity":[24],"large":[26],"model":[27,86,104],"parameters":[28],"associated":[29],"with":[30,95],"traditional":[31],"methods,":[32],"this":[33],"paper":[34],"proposes":[35],"a":[36],"Lightweight":[37,46],"Cross-Scale":[38,47],"Feature":[39,48],"Fusion":[40,49],"Algorithm.":[41],"Firstly,":[42],"we":[43],"design":[44,65],"Module":[50],"(LCFM),":[51],"which":[52],"incorporates":[53],"an":[54],"improved":[55],"internal":[56],"fusion":[57],"block":[58],"to":[59,70,83,119],"facilitate":[60],"interactive":[61],"feature":[62,81],"fusion.":[63],"This":[64],"enhances":[66],"model\u2019s":[68,134],"adaptability":[69],"change":[74],"while":[75],"reducing":[76,128],"number":[78],"input":[80],"channels":[82],"make":[84],"more":[87,106],"lightweight.":[88],"Furthermore,":[89],"by":[90],"integrating":[91],"Squeeze-and-Excitation":[92],"(SE)":[93],"attention":[94],"multi-branch":[96],"convolution":[97],"operations":[98],"Inception":[101],"structure,":[102],"can":[105],"accurately":[107],"capture":[108],"multi-scale":[109],"object":[110],"features.":[111],"Additionally,":[112],"Linear":[113],"Deformable":[114],"Convolution":[115],"(LDConv)":[116],"is":[117],"employed":[118],"adaptively":[120],"handle":[121],"shape":[122],"changes":[123],"through":[124],"offset":[125],"learning,":[126],"thereby":[127],"redundancy":[130],"improving":[132],"overall":[135],"adaptability.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
