{"id":"https://openalex.org/W2342788005","doi":"https://doi.org/10.1109/tits.2015.2502142","title":"RedEye: Preventing Collisions Caused by Red-Light Running Scooters With Smartphones","display_name":"RedEye: Preventing Collisions Caused by Red-Light Running Scooters With Smartphones","publication_year":2015,"publication_date":"2015-12-17","ids":{"openalex":"https://openalex.org/W2342788005","doi":"https://doi.org/10.1109/tits.2015.2502142","mag":"2342788005"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2015.2502142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2015.2502142","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/A5035213481","display_name":"Kuang-Shih Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Kuang-Shih Huang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042425357","display_name":"Po-Jui Chiu","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Jui Chiu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038381027","display_name":"Hsin\u2010Mu Tsai","orcid":"https://orcid.org/0000-0003-1106-0722"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Mu Tsai","raw_affiliation_strings":["Department of Computer Science and Information Engineering and the Graduate Institute of Networking and Multimedia, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering and the Graduate Institute of Networking and Multimedia, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111415477","display_name":"Chih-Chung Kuo","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Chung Kuo","raw_affiliation_strings":["Department of Computer Science and Information Engineering, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028400999","display_name":"Hui-Yu Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hui-Yu Lee","raw_affiliation_strings":["Department of Computer Science and Information Engineering, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, College of Electrical Engineering and Computer Science, National Taiwan University, Taipei","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090045508","display_name":"Yu-Chiang Frank Wang","orcid":"https://orcid.org/0000-0002-2333-157X"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chiang Frank Wang","raw_affiliation_strings":["Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5035213481"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":3.6743,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.92602346,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"17","issue":"5","first_page":"1243","last_page":"1257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10370","display_name":"Traffic and Road Safety","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/collision","display_name":"Collision","score":0.6630479097366333},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5210051536560059},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4845125079154968},{"id":"https://openalex.org/keywords/inertial-frame-of-reference","display_name":"Inertial frame of reference","score":0.4552719295024872},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4463009834289551},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.43404683470726013},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4175221920013428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38320392370224},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3514106273651123},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2931838929653168},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.22722172737121582}],"concepts":[{"id":"https://openalex.org/C121704057","wikidata":"https://www.wikidata.org/wiki/Q352070","display_name":"Collision","level":2,"score":0.6630479097366333},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5210051536560059},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4845125079154968},{"id":"https://openalex.org/C173386949","wikidata":"https://www.wikidata.org/wiki/Q192735","display_name":"Inertial frame of reference","level":2,"score":0.4552719295024872},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4463009834289551},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.43404683470726013},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4175221920013428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38320392370224},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3514106273651123},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2931838929653168},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.22722172737121582},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2015.2502142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2015.2502142","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":[{"id":"https://metadata.un.org/sdg/9","score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2491088671","display_name":null,"funder_award_id":"NTU-ICRP-104R7501-1","funder_id":"https://openalex.org/F4320307102","funder_display_name":"Intel Corporation"},{"id":"https://openalex.org/G3311190160","display_name":null,"funder_award_id":"MOST-103-2911-I-002-001","funder_id":"https://openalex.org/F4320307102","funder_display_name":"Intel Corporation"},{"id":"https://openalex.org/G5757604347","display_name":null,"funder_award_id":"NTU-ICRP-104R7501","funder_id":"https://openalex.org/F4320307102","funder_display_name":"Intel Corporation"}],"funders":[{"id":"https://openalex.org/F4320307102","display_name":"Intel Corporation","ror":"https://ror.org/01ek73717"},{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W123321885","https://openalex.org/W643301917","https://openalex.org/W760140471","https://openalex.org/W858653939","https://openalex.org/W1582155454","https://openalex.org/W1959716961","https://openalex.org/W1976846287","https://openalex.org/W1979975160","https://openalex.org/W1993778792","https://openalex.org/W1993899302","https://openalex.org/W2025368912","https://openalex.org/W2035760234","https://openalex.org/W2043572303","https://openalex.org/W2072505061","https://openalex.org/W2084246939","https://openalex.org/W2090739355","https://openalex.org/W2113864493","https://openalex.org/W2131762276","https://openalex.org/W2152918251","https://openalex.org/W2153635508","https://openalex.org/W2159131763","https://openalex.org/W2184369012","https://openalex.org/W2507840081","https://openalex.org/W2545238048","https://openalex.org/W2572099955","https://openalex.org/W4285719527","https://openalex.org/W6620898885","https://openalex.org/W6644306878","https://openalex.org/W6686579046","https://openalex.org/W6729144727","https://openalex.org/W6732206523"],"related_works":["https://openalex.org/W3113932901","https://openalex.org/W650625605","https://openalex.org/W2801025257","https://openalex.org/W1919219501","https://openalex.org/W2027504272","https://openalex.org/W2372181157","https://openalex.org/W2551285827","https://openalex.org/W2347750628","https://openalex.org/W2386313281","https://openalex.org/W2069703662"],"abstract_inverted_index":{"In":[0,45,131],"this":[1],"paper,":[2],"we":[3,47,85,134],"present":[4],"a":[5,57,60,98,103,136,188],"scooter":[6,94],"collision":[7],"avoidance":[8],"system":[9,25,157],"that":[10,101,155],"can":[11,72],"identify":[12],"red-light":[13],"runners":[14],"(RLRs)":[15],"at":[16,76],"intersections.":[17],"When":[18],"the":[19,24,28,39,116,120,181],"RLR":[20,29,143,149,169],"behavior":[21],"is":[22,63,158],"detected,":[23],"would":[26],"advise":[27],"to":[30,67,114,123,160],"slow":[31],"down":[32],"immediately":[33],"and":[34,119,140,147,170],"warn":[35],"nearby":[36],"vehicles":[37],"on":[38],"intersecting":[40],"road":[41],"in":[42,65],"real":[43],"time.":[44],"particular,":[46],"do":[48],"not":[49],"consider":[50],"infrastructure-based":[51,182],"solutions":[52],"such":[53,79],"as":[54,173],"those":[55],"utilizing":[56],"radar":[58],"or":[59,125],"camera.":[61],"This":[62],"because,":[64],"addition":[66],"high":[68,104],"implementation":[69],"costs,":[70],"collisions":[71],"be":[73],"only":[74],"avoided":[75],"intersections":[77],"where":[78],"infrastructure":[80],"configurations":[81],"are":[82],"deployed.":[83],"Instead,":[84],"advance":[86],"an":[87,142],"on-scooter":[88],"solution":[89,186],"using":[90,187],"smartphones":[91],"carried":[92],"by":[93],"riders.":[95],"Smartphones":[96],"provide":[97],"useful":[99],"platform":[100],"has":[102],"penetration":[105],"rate,":[106],"more":[107],"than":[108],"sufficient":[109],"computational":[110],"power,":[111],"inertial":[112],"sensors":[113],"reflect":[115],"driving":[117],"behavior,":[118],"communication":[121],"capability":[122],"transmit":[124],"receive":[126],"information":[127],"from":[128],"other":[129],"vehicles.":[130],"our":[132,156],"system,":[133],"utilize":[135],"support":[137],"vector":[138],"machine":[139],"design":[141],"classifier":[144],"for":[145],"learning":[146],"predicting":[148],"behaviors.":[150],"The":[151],"evaluation":[152],"results":[153],"show":[154],"able":[159],"achieve":[161],"over":[162],"70%":[163],"recognition":[164,178],"rates":[165,179],"when":[166],"distinguishing":[167],"between":[168],"non-RLR":[171],"cases,":[172],"compared":[174],"with":[175],"approximately":[176],"80%":[177],"of":[180],"(and":[183],"higher":[184],"cost)":[185],"laser":[189],"range":[190],"finder":[191],"(LADAR).":[192]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
