{"id":"https://openalex.org/W3035957103","doi":"https://doi.org/10.1109/mmul.2020.3003945","title":"Style Transfer of Urban Road Images Using Generative Adversarial Networks With Structural Details","display_name":"Style Transfer of Urban Road Images Using Generative Adversarial Networks With Structural Details","publication_year":2020,"publication_date":"2020-06-22","ids":{"openalex":"https://openalex.org/W3035957103","doi":"https://doi.org/10.1109/mmul.2020.3003945","mag":"3035957103"},"language":"en","primary_location":{"id":"doi:10.1109/mmul.2020.3003945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmul.2020.3003945","pdf_url":null,"source":{"id":"https://openalex.org/S72873717","display_name":"IEEE Multimedia","issn_l":"1070-986X","issn":["1070-986X","1941-0166"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 MultiMedia","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/A5026770433","display_name":"Yaochen Li","orcid":"https://orcid.org/0000-0001-5741-5280"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaochen Li","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091293910","display_name":"Xiao Wu","orcid":"https://orcid.org/0000-0001-8306-6889"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wu","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020978798","display_name":"Danhui Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danhui Lu","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037788925","display_name":"Ling Li","orcid":"https://orcid.org/0000-0001-9722-9503"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Li","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101438778","display_name":"Yuehu Liu","orcid":"https://orcid.org/0000-0002-3559-879X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuehu Liu","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635252","display_name":"Li Zhu","orcid":"https://orcid.org/0000-0003-2136-3196"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhu","raw_affiliation_strings":["Xi&#x0027;an Jiaotong University"],"affiliations":[{"raw_affiliation_string":"Xi&#x0027;an Jiaotong University","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026770433"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.1954,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.48363245,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"27","issue":"3","first_page":"54","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9986000061035156,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9986000061035156,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9950000047683716,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9840999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8357070684432983},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.7722674608230591},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7103807330131531},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6772962808609009},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6229267120361328},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6159795522689819},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5767077207565308},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.551244854927063},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.46293821930885315},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.437100887298584},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09905374050140381}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8357070684432983},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.7722674608230591},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7103807330131531},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6772962808609009},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6229267120361328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6159795522689819},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5767077207565308},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.551244854927063},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.46293821930885315},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.437100887298584},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09905374050140381},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mmul.2020.3003945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmul.2020.3003945","pdf_url":null,"source":{"id":"https://openalex.org/S72873717","display_name":"IEEE Multimedia","issn_l":"1070-986X","issn":["1070-986X","1941-0166"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 MultiMedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G4490055555","display_name":null,"funder_award_id":"61803298","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G962035983","display_name":null,"funder_award_id":"BK20180236","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2076426701","https://openalex.org/W2099471712","https://openalex.org/W2279098554","https://openalex.org/W2431874326","https://openalex.org/W2520715860","https://openalex.org/W2552691119","https://openalex.org/W2883376126","https://openalex.org/W2888965908","https://openalex.org/W2911496423","https://openalex.org/W2923088732","https://openalex.org/W2948838566","https://openalex.org/W2962753688","https://openalex.org/W2962793481","https://openalex.org/W2962947361","https://openalex.org/W2962957359","https://openalex.org/W2963881378","https://openalex.org/W2999725795","https://openalex.org/W3009735700","https://openalex.org/W4320013936","https://openalex.org/W6695314431","https://openalex.org/W6734074887","https://openalex.org/W6746305658","https://openalex.org/W6753031147"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4385421777","https://openalex.org/W3178813832","https://openalex.org/W2354872956","https://openalex.org/W4377980832","https://openalex.org/W2971552217","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4226298148"],"abstract_inverted_index":{"To":[0],"evaluate":[1],"the":[2,8,50,72,78,95,99,102],"driving":[3,11],"behavior":[4],"of":[5,10,43,74,101],"unmanned":[6],"vehicles,":[7],"testing":[9],"algorithms":[12],"using":[13,26,49],"urban":[14,44],"road":[15],"images":[16,109],"is":[17],"necessary.":[18],"In":[19],"this":[20],"article,":[21],"we":[22],"propose":[23],"a":[24],"framework":[25],"generative":[27],"adversarial":[28],"networks":[29],"(GANs)":[30],"with":[31,94,110],"structural":[32,80],"information":[33],"for":[34],"image":[35,45,79,85],"style":[36],"transfer:":[37],"StructureGAN":[38],"and":[39,61,77,87],"GradientGAN.":[40],"Different":[41],"types":[42],"transfers":[46],"are":[47,90],"generated":[48],"proposed":[51,67,103],"framework,":[52,104],"such":[53,83],"as":[54,84],"day":[55],"to":[56,59,63],"night,":[57],"sunny":[58],"foggy,":[60],"summer":[62],"winter":[64],"transfers.":[65],"The":[66,92],"method":[68],"can":[69,106],"well":[70],"maintain":[71],"integrity":[73],"foreground":[75,88],"objects":[76],"information.":[81],"Artifacts":[82],"distortion":[86],"disappearance":[89],"eliminated.":[91],"experiments":[93],"baseline":[96],"methods":[97],"indicate":[98],"effectiveness":[100],"which":[105],"produce":[107],"transferred":[108],"high":[111],"quality.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
