{"id":"https://openalex.org/W4407826121","doi":"https://doi.org/10.1109/tits.2025.3540540","title":"Expressway Traffic Trajectory Recognition on DAS Vibration Spatiotemporal Images","display_name":"Expressway Traffic Trajectory Recognition on DAS Vibration Spatiotemporal Images","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407826121","doi":"https://doi.org/10.1109/tits.2025.3540540"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2025.3540540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3540540","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Transactions on Intelligent Transportation Systems","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/A5027666476","display_name":"W. M. Zhang","orcid":"https://orcid.org/0000-0001-8943-4400"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenting Zhang","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-8943-4400","affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100451252","display_name":"B. Li","orcid":"https://orcid.org/0000-0002-1974-2229"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanling Li","raw_affiliation_strings":["Institute of Advanced Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068005043","display_name":"Zhenyu Qi","orcid":"https://orcid.org/0009-0000-1108-229X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Qi","raw_affiliation_strings":["Institute of Advanced Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qijiu Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qijiu Xia","raw_affiliation_strings":["Institute of Advanced Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106406637","display_name":"Kun Li","orcid":"https://orcid.org/0009-0006-1200-0288"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Li","raw_affiliation_strings":["Institute of Advanced Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0006-1200-0288","affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025987638","display_name":"Yu Kang","orcid":"https://orcid.org/0000-0002-8706-3252"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Kang","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-8706-3252","affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089356327","display_name":"Wenjun Lv","orcid":"https://orcid.org/0000-0002-7583-0944"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Lv","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-7583-0944","affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057715921","display_name":"Ji Chang","orcid":"https://orcid.org/0000-0001-8724-5948"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Chang","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-8724-5948","affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.3683,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.97273381,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"26","issue":"4","first_page":"5120","last_page":"5134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9401000142097473,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9401000142097473,"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"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.930899977684021,"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/T14270","display_name":"Simulation and Modeling Applications","score":0.9144999980926514,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.6699751615524292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5616018176078796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5022397041320801},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4900566339492798},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3723505139350891},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13903853297233582}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6699751615524292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5616018176078796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5022397041320801},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4900566339492798},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3723505139350891},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13903853297233582},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2025.3540540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2025.3540540","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Transactions on Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4850273060","display_name":null,"funder_award_id":"GXXT-2021-010","funder_id":"https://openalex.org/F4320335406","funder_display_name":"University Natural Science Research Project of Anhui Province"},{"id":"https://openalex.org/G7034182741","display_name":null,"funder_award_id":"2022YFB3206900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7121114011","display_name":null,"funder_award_id":"2022YFB3206904","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7723707124","display_name":null,"funder_award_id":"62273319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320335406","display_name":"University Natural Science Research Project of Anhui Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W1621083205","https://openalex.org/W1901129140","https://openalex.org/W1980458556","https://openalex.org/W2008665443","https://openalex.org/W2026131180","https://openalex.org/W2039541313","https://openalex.org/W2068928390","https://openalex.org/W2093855404","https://openalex.org/W2095905764","https://openalex.org/W2108598243","https://openalex.org/W2128309854","https://openalex.org/W2144082602","https://openalex.org/W2146552068","https://openalex.org/W2167321122","https://openalex.org/W2341949230","https://openalex.org/W2407746226","https://openalex.org/W2493307253","https://openalex.org/W2582510569","https://openalex.org/W2604445681","https://openalex.org/W2787091153","https://openalex.org/W2801833309","https://openalex.org/W2889769843","https://openalex.org/W2891947736","https://openalex.org/W2893801697","https://openalex.org/W2895786783","https://openalex.org/W2943898693","https://openalex.org/W2962781578","https://openalex.org/W2963881378","https://openalex.org/W2965560845","https://openalex.org/W2982182858","https://openalex.org/W2989681183","https://openalex.org/W2995419125","https://openalex.org/W2997018269","https://openalex.org/W3007268491","https://openalex.org/W3011098590","https://openalex.org/W3022288623","https://openalex.org/W3022590026","https://openalex.org/W3046358445","https://openalex.org/W3097332801","https://openalex.org/W3107016113","https://openalex.org/W3109998321","https://openalex.org/W3114918704","https://openalex.org/W3122567262","https://openalex.org/W3127751679","https://openalex.org/W3189167213","https://openalex.org/W3197471291","https://openalex.org/W3201890785","https://openalex.org/W3202989392","https://openalex.org/W3209685110","https://openalex.org/W3214248441","https://openalex.org/W4214826366","https://openalex.org/W4234365908","https://openalex.org/W4283813802","https://openalex.org/W4285600307","https://openalex.org/W4293252642","https://openalex.org/W4296546741","https://openalex.org/W4297094609","https://openalex.org/W4312211220","https://openalex.org/W4312314757","https://openalex.org/W4312655715","https://openalex.org/W4315478621","https://openalex.org/W4319229833","https://openalex.org/W4321232185","https://openalex.org/W4323521059","https://openalex.org/W4324381471","https://openalex.org/W4380301070","https://openalex.org/W4386076267","https://openalex.org/W4386634500","https://openalex.org/W4387546409","https://openalex.org/W4388102558","https://openalex.org/W4390044130","https://openalex.org/W4390873988","https://openalex.org/W4392824739","https://openalex.org/W4401749301","https://openalex.org/W4404057535","https://openalex.org/W6687483927","https://openalex.org/W6691441656","https://openalex.org/W6761814155","https://openalex.org/W6966912940"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Distributed":[0],"Acoustic":[1],"Sensing":[2],"(DAS)":[3],"can":[4,14],"capture":[5,113],"spatio-temporal":[6],"vibration":[7],"images":[8],"of":[9,147],"vehicles":[10],"on":[11,153,163],"expressways,":[12],"which":[13,98],"be":[15,80],"utilized":[16],"for":[17,49],"traffic":[18,26,51,64],"monitoring.":[19],"Compared":[20],"to":[21,35,74,79,112],"ubiquitously":[22],"deployed":[23],"cameras,":[24],"DAS":[25,50,63,91],"monitoring":[27],"offers":[28],"advantages":[29],"such":[30],"as":[31],"full":[32],"coverage,":[33],"resistance":[34],"environmental":[36],"interference,":[37],"low":[38,54],"computational":[39],"requirements,":[40],"and":[41,59],"cost-effectiveness.":[42],"However,":[43],"real-world":[44],"complexities":[45],"result":[46],"in":[47,68,133],"challenges":[48,76],"images,":[52],"including":[53],"signal-to-noise":[55],"ratio,":[56],"signal":[57],"missing,":[58],"uneven":[60],"intensity.":[61],"As":[62],"applications":[65],"are":[66,77,179],"still":[67],"their":[69],"early":[70],"stages,":[71],"effective":[72],"solutions":[73],"these":[75],"yet":[78],"developed.":[81],"This":[82],"paper":[83],"proposes":[84],"a":[85],"new":[86],"deep":[87],"learning":[88],"method":[89],"named":[90],"High":[92],"Speed":[93],"Traffic":[94],"Trajectory":[95],"(DAS-HTT)":[96],"network,":[97],"contributes":[99],"threefold:":[100],"(i)":[101],"Multi-Scale":[102],"Context":[103],"Extraction":[104],"Module":[105],"(MSCE)":[106],"effectively":[107],"enlarges":[108],"the":[109,144,151],"receptive":[110],"field":[111],"long-range":[114],"contextual":[115],"information":[116,125,146],"comprehensively;":[117],"(ii)":[118],"Stripe":[119],"Convolution":[120],"Decoder":[121,141],"(SCD)":[122],"acquires":[123],"remote":[124],"along":[126],"four":[127],"directions,":[128],"preventing":[129],"irrelevant":[130],"region":[131],"interference":[132],"feature":[134],"learning;":[135],"(iii)":[136],"Hierarchically":[137],"Hough":[138],"Transform":[139],"Fusion":[140],"(HHTFD)":[142],"introduces":[143],"structural":[145],"trajectory":[148,158],"linearity,":[149],"reducing":[150],"reliance":[152],"label":[154],"data":[155],"while":[156],"enhancing":[157],"continuity.":[159],"We":[160],"conducted":[161],"experiments":[162],"an":[164],"operating":[165],"expressway,":[166],"demonstrating":[167],"that":[168,178],"DAS-HTT":[169],"outperforms":[170],"existing":[171],"methods":[172],"across":[173],"seven":[174],"metrics,":[175],"providing":[176],"trajectories":[177],"more":[180],"consistent":[181],"with":[182],"ground":[183],"truthes.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
