{"id":"https://openalex.org/W4391167847","doi":"https://doi.org/10.3390/s24030759","title":"Mining the Micro-Trajectory of Two-Wheeled Non-Motorized Vehicles Based on the Improved YOLOx","display_name":"Mining the Micro-Trajectory of Two-Wheeled Non-Motorized Vehicles Based on the Improved YOLOx","publication_year":2024,"publication_date":"2024-01-24","ids":{"openalex":"https://openalex.org/W4391167847","doi":"https://doi.org/10.3390/s24030759","pmid":"https://pubmed.ncbi.nlm.nih.gov/38339476"},"language":"en","primary_location":{"id":"doi:10.3390/s24030759","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030759","pdf_url":"https://www.mdpi.com/1424-8220/24/3/759/pdf?version=1706091536","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/3/759/pdf?version=1706091536","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075642717","display_name":"Dan Zhou","orcid":"https://orcid.org/0000-0002-5282-463X"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dan Zhou","raw_affiliation_strings":["Department of Science and Technology of Guangxi Zhuang Autonomous Region, Guilin 541004, China","Guangxi Key Laboratory of ITS, Guilin University of Electronic Technology, Guilin 541004, China","School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China"],"affiliations":[{"raw_affiliation_string":"Department of Science and Technology of Guangxi Zhuang Autonomous Region, Guilin 541004, China","institution_ids":[]},{"raw_affiliation_string":"Guangxi Key Laboratory of ITS, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004649442","display_name":"Zhenzhong Zhao","orcid":"https://orcid.org/0000-0002-4713-6357"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenzhong Zhao","raw_affiliation_strings":["School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China"],"affiliations":[{"raw_affiliation_string":"School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101655155","display_name":"Ruixin Yang","orcid":"https://orcid.org/0009-0004-9524-7854"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruixin Yang","raw_affiliation_strings":["School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China"],"affiliations":[{"raw_affiliation_string":"School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110375269","display_name":"Shiqian Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqian Huang","raw_affiliation_strings":["School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China"],"affiliations":[{"raw_affiliation_string":"School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101061827","display_name":"Zhilong Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhilong Wu","raw_affiliation_strings":["School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China"],"affiliations":[{"raw_affiliation_string":"School of Architecture and Transportation Engineering, Guilin University of Electronic Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075642717"],"corresponding_institution_ids":["https://openalex.org/I5343935"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.98,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74274517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"24","issue":"3","first_page":"759","last_page":"759"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994000196456909,"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":0.9994000196456909,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9993000030517578,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7379083633422852},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.7269733548164368},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.7244543433189392},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6125256419181824},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.589131772518158},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5072126388549805},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.46014273166656494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4542759358882904},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4438718557357788},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43448007106781006},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42732110619544983},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4217202067375183},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3633578419685364}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7379083633422852},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.7269733548164368},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.7244543433189392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6125256419181824},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.589131772518158},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5072126388549805},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.46014273166656494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4542759358882904},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4438718557357788},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43448007106781006},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42732110619544983},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4217202067375183},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3633578419685364},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24030759","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030759","pdf_url":"https://www.mdpi.com/1424-8220/24/3/759/pdf?version=1706091536","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38339476","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38339476","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10857116","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10857116","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10857116/pdf/sensors-24-00759.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:640d647a8f9540619dfb35cebfc2d997","is_oa":true,"landing_page_url":"https://doaj.org/article/640d647a8f9540619dfb35cebfc2d997","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 3, p 759 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24030759","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24030759","pdf_url":"https://www.mdpi.com/1424-8220/24/3/759/pdf?version=1706091536","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7319686761","display_name":null,"funder_award_id":"71861005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7399191107","display_name":null,"funder_award_id":"2022YCXS226","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"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391167847.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2252355370","https://openalex.org/W2504335775","https://openalex.org/W2603203130","https://openalex.org/W2703991954","https://openalex.org/W2790965045","https://openalex.org/W2884585870","https://openalex.org/W2944848755","https://openalex.org/W2973851319","https://openalex.org/W3016827071","https://openalex.org/W3104218139","https://openalex.org/W3123232181","https://openalex.org/W3191679101","https://openalex.org/W3194790201","https://openalex.org/W3210586215","https://openalex.org/W3214805815","https://openalex.org/W4206174560","https://openalex.org/W4289012864","https://openalex.org/W4295123323","https://openalex.org/W4296292856","https://openalex.org/W4296607183","https://openalex.org/W4304775589","https://openalex.org/W4307293821","https://openalex.org/W4307905472","https://openalex.org/W4308068573","https://openalex.org/W4308441560","https://openalex.org/W4309490626","https://openalex.org/W4309688760","https://openalex.org/W4386076325","https://openalex.org/W4388469857","https://openalex.org/W6841086115"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W147410782","https://openalex.org/W2900413183","https://openalex.org/W4390975304","https://openalex.org/W2373557848","https://openalex.org/W2088970451","https://openalex.org/W2002488624","https://openalex.org/W2157008402","https://openalex.org/W2592302855"],"abstract_inverted_index":{"Two-wheeled":[0],"non-motorized":[1],"vehicles":[2],"(TNVs)":[3],"have":[4,149],"become":[5],"the":[6,45,64,85,127,160,168,181,188,201,213,218,229,236,246,275,319,334],"primary":[7],"mode":[8],"of":[9,36,49,72,129,170,187,221,239,248,256,298,323,327,338],"transportation":[10],"for":[11,60,91,126,157,179,235,311,317],"short-distance":[12],"travel":[13],"among":[14],"residents":[15],"in":[16,20,55,78,138,283],"many":[17],"underdeveloped":[18],"cities":[19],"China":[21],"due":[22],"to":[23,43,57,133,167,199,216,285,333],"their":[24,52,93],"convenience":[25],"and":[26,69,87,131,136,261,336],"low":[27],"cost.":[28],"However,":[29],"this":[30,98,144,328],"trend":[31],"also":[32],"brings":[33],"corresponding":[34],"risks":[35],"traffic":[37,61,339],"accidents.":[38],"Therefore,":[39],"it":[40],"is":[41,123,194,233,251,315],"necessary":[42],"analyze":[44],"driving":[46],"behavior":[47],"characteristics":[48,83],"TNVs":[50,74],"through":[51,253],"trajectory":[53,139,295],"data":[54,153,312],"order":[56],"provide":[58],"guidance":[59],"safety.":[62],"Nevertheless,":[63],"compact":[65],"size,":[66],"agile":[67],"steering,":[68],"high":[70],"maneuverability":[71],"these":[73],"pose":[75],"substantial":[76],"challenges":[77],"acquiring":[79],"high-precision":[80],"trajectories.":[81],"These":[82],"complicate":[84],"tracking":[86,238],"analysis":[88],"processes":[89],"essential":[90,316],"understanding":[92,335],"movement":[94],"patterns.":[95],"To":[96],"tackle":[97],"challenge,":[99],"we":[100,148],"propose":[101],"an":[102,163,185,293],"enhanced":[103,145,276],"You":[104],"Only":[105],"Look":[106],"Once":[107],"Version":[108],"X":[109],"(YOLOx)":[110],"model,":[111,147],"which":[112,172,250,314],"incorporates":[113],"a":[114,151,176,254,308],"median":[115,197],"pooling-Convolutional":[116],"Block":[117,190],"Attention":[118,191],"Mechanism":[119,192],"(M-CBAM).":[120],"This":[121,304],"model":[122,215,278],"specifically":[124,156],"designed":[125],"detection":[128,169,182,208,219,281],"TNVs,":[130,171],"aims":[132],"improve":[134],"accuracy":[135],"efficiency":[137],"tracking.":[140],"Furthermore,":[141],"based":[142],"on":[143,226,341],"YOLOx":[146,214,277],"developed":[150],"micro-trajectory":[152],"mining":[154],"framework":[155,291],"TNVs.":[158,227,324],"Initially,":[159],"paper":[161],"establishes":[162],"aerial":[164],"dataset":[165,272],"dedicated":[166],"then":[173],"serves":[174],"as":[175],"foundational":[177],"resource":[178],"training":[180],"model.":[183],"Subsequently,":[184,206],"augmentation":[186],"Convolutional":[189],"(CBAM)":[193],"introduced,":[195],"integrating":[196],"pooling":[198],"amplify":[200],"model's":[202],"feature":[203],"extraction":[204],"capabilities.":[205],"additional":[207],"heads":[209],"are":[210],"integrated":[211],"into":[212],"elevate":[217],"rate":[220,297],"small-scale":[222],"targets,":[223],"particularly":[224],"focusing":[225],"Concurrently,":[228],"Deep":[230],"Sort":[231],"algorithm":[232],"utilized":[234],"precise":[237],"vehicle":[240],"targets.":[241],"The":[242,265,289,325],"process":[243],"culminates":[244],"with":[245],"reconstruction":[247],"trajectories,":[249],"achieved":[252],"combination":[255],"video":[257],"stabilization,":[258],"coordinate":[259],"mapping,":[260],"filtering":[262],"denoising":[263],"techniques.":[264],"experimental":[266],"results":[267,326],"derived":[268],"from":[269],"our":[270],"self-constructed":[271],"reveal":[273],"that":[274],"demonstrates":[279],"superior":[280],"performance":[282],"comparison":[284],"other":[286],"analogous":[287],"methods.":[288],"comprehensive":[290],"accomplishes":[292],"average":[294],"recall":[296],"85%":[299],"across":[300],"three":[301],"test":[302],"videos.":[303],"significant":[305],"achievement":[306],"provides":[307],"reliable":[309],"method":[310],"acquisition,":[313],"investigating":[318],"micro-level":[320],"operational":[321],"mechanisms":[322],"study":[329],"can":[330],"further":[331],"contribute":[332],"improvement":[337],"safety":[340],"mixed-use":[342],"roads.":[343]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}