{"id":"https://openalex.org/W2784230388","doi":"https://doi.org/10.1109/icsai.2017.8248336","title":"Multi-task convolutional neural network for car attribute recognition","display_name":"Multi-task convolutional neural network for car attribute recognition","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2784230388","doi":"https://doi.org/10.1109/icsai.2017.8248336","mag":"2784230388"},"language":"en","primary_location":{"id":"doi:10.1109/icsai.2017.8248336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2017.8248336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 4th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-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/A5108128061","display_name":"Yunfei Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunfei Tian","raw_affiliation_strings":["College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108098925","display_name":"Dongping Zhang","orcid":"https://orcid.org/0000-0001-6743-8945"},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongping Zhang","raw_affiliation_strings":["College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102898100","display_name":"Changxing Jing","orcid":"https://orcid.org/0000-0002-4721-4458"},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changxing Jing","raw_affiliation_strings":["College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110169459","display_name":"Donghui Chu","orcid":null},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghui Chu","raw_affiliation_strings":["College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"last","author":{"id":null,"display_name":"Li Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Yang","raw_affiliation_strings":["College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering China Jiliang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I55538621"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108128061"],"corresponding_institution_ids":["https://openalex.org/I55538621"],"apc_list":null,"apc_paid":null,"fwci":0.0924,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51080517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"459","last_page":"463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9969000220298767,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8598688840866089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8334060311317444},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7161102294921875},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.6030740141868591},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.5650978684425354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5575484037399292},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42102333903312683},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4105169475078583},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4083445072174072},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3276185393333435},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.14102703332901},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06731566786766052}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8598688840866089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8334060311317444},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7161102294921875},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.6030740141868591},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.5650978684425354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5575484037399292},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42102333903312683},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4105169475078583},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4083445072174072},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3276185393333435},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14102703332901},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06731566786766052},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai.2017.8248336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2017.8248336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 4th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W238370718","https://openalex.org/W1834627138","https://openalex.org/W1869000332","https://openalex.org/W1907729166","https://openalex.org/W1958236864","https://openalex.org/W1988115271","https://openalex.org/W2017637319","https://openalex.org/W2029315852","https://openalex.org/W2104671752","https://openalex.org/W2111025459","https://openalex.org/W2138011018","https://openalex.org/W2144426297","https://openalex.org/W2155893237","https://openalex.org/W2410968923","https://openalex.org/W2952624574","https://openalex.org/W2963098487","https://openalex.org/W2963173190","https://openalex.org/W3098507037","https://openalex.org/W3098883884","https://openalex.org/W3103850820","https://openalex.org/W6654904116","https://openalex.org/W6784943595"],"related_works":["https://openalex.org/W4237171675","https://openalex.org/W3036286480","https://openalex.org/W4287027631","https://openalex.org/W3192357901","https://openalex.org/W2387360586","https://openalex.org/W2952736415","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W2883297582","https://openalex.org/W4390524233"],"abstract_inverted_index":{"This":[0],"paper":[1],"explores":[2],"a":[3,30,86],"multi-task":[4,149],"Convolutional":[5],"Neural":[6],"Network":[7],"(CNN)":[8],"for":[9,33,155],"vehicle":[10,34,111,135,156],"attributes":[11,35,55,112],"recognition.":[12],"It":[13],"can":[14,151],"not":[15,108],"only":[16,109],"reduce":[17,24],"the":[18,25,125,128,148],"consumption":[19],"of":[20,103,127,138],"resources,":[21],"but":[22,113],"also":[23,114],"total":[26],"classification":[27],"time.":[28],"Besides,":[29],"single-task":[31],"CNN":[32,150],"recognition":[36,56],"is":[37,140],"proposed.":[38],"We":[39],"experiment":[40],"with":[41,97,107,142],"this":[42],"different":[43],"networks":[44],"and":[45,69,116],"try":[46],"to":[47,124],"understand":[48],"their":[49],"performance":[50],"on":[51],"my":[52],"dataset.":[53],"Vehicle":[54],"are":[57,105],"generally":[58],"severely":[59],"affected":[60],"by":[61],"environmental":[62,115],"or":[63],"contextual":[64,117],"factors,":[65],"such":[66],"as":[67],"occlusions":[68],"illuminations.":[70],"While":[71],"existing":[72],"attribute":[73],"datasets":[74],"barely":[75],"care":[76],"about":[77],"these":[78,82],"factors.":[79,118],"To":[80],"tackle":[81],"problems,":[83],"we":[84],"build":[85],"Car":[87],"Surveillance":[88],"Scenarios":[89],"(CSS)":[90],"dataset":[91,132],"from":[92],"real":[93],"multi-camera":[94],"surveillance":[95],"scenarios":[96],"long":[98],"term":[99],"collection.":[100],"Data":[101],"samples":[102],"CSS":[104,131],"annotated":[106,141],"fine-grained":[110],"The":[119,130],"car's":[120],"bounding":[121],"box":[122],"attaches":[123],"contour":[126],"car.":[129],"include":[133],"19,039":[134],"samples,":[136],"each":[137],"which":[139],"2":[143],"attributes.":[144,157],"Experiments":[145],"show":[146],"that":[147],"be":[152],"effectively":[153],"used":[154]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}