{"id":"https://openalex.org/W3006301178","doi":"https://doi.org/10.1109/icce-tw46550.2019.8991734","title":"Vehicle Type Recognition Based on Improved Capsule Network","display_name":"Vehicle Type Recognition Based on Improved Capsule Network","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W3006301178","doi":"https://doi.org/10.1109/icce-tw46550.2019.8991734","mag":"3006301178"},"language":"en","primary_location":{"id":"doi:10.1109/icce-tw46550.2019.8991734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-tw46550.2019.8991734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)","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/A5008380387","display_name":"Lan Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lan Jia","raw_affiliation_strings":["College of Internet of Things Engineering, Hohai University Changzhou,China","College of Internet of Things Engineering, Hohai University Changzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Internet of Things Engineering, Hohai University Changzhou,China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Internet of Things Engineering, Hohai University Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084904340","display_name":"Hongxia Miao","orcid":"https://orcid.org/0000-0003-4808-0989"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxia Miao","raw_affiliation_strings":["College of Internet of Things Engineering, Hohai University Changzhou,China","College of Internet of Things Engineering, Hohai University Changzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Internet of Things Engineering, Hohai University Changzhou,China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Internet of Things Engineering, Hohai University Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011389960","display_name":"Bensheng Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bensheng Qi","raw_affiliation_strings":["College of Internet of Things Engineering, Hohai University Changzhou,China","College of Internet of Things Engineering, Hohai University Changzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Internet of Things Engineering, Hohai University Changzhou,China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Internet of Things Engineering, Hohai University Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100729035","display_name":"Jianpeng Wang","orcid":"https://orcid.org/0000-0001-8416-1781"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianpeng Wang","raw_affiliation_strings":["College of Internet of Things Engineering, Hohai University Changzhou,China","College of Internet of Things Engineering, Hohai University Changzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Internet of Things Engineering, Hohai University Changzhou,China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Internet of Things Engineering, Hohai University Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008380387"],"corresponding_institution_ids":["https://openalex.org/I163340411"],"apc_list":null,"apc_paid":null,"fwci":0.1785,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59565995,"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":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9664999842643738,"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"}},"topics":[{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9664999842643738,"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/initialization","display_name":"Initialization","score":0.7567011117935181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.735562801361084},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6121973991394043},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6072863340377808},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5848385691642761},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.47991880774497986},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46052178740501404},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3407987952232361},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32061105966567993},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14487844705581665},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1437397599220276}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7567011117935181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.735562801361084},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6121973991394043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6072863340377808},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5848385691642761},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.47991880774497986},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46052178740501404},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3407987952232361},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32061105966567993},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14487844705581665},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1437397599220276},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/icce-tw46550.2019.8991734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-tw46550.2019.8991734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1537932646","https://openalex.org/W2742522803","https://openalex.org/W2963703618"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W10861731","https://openalex.org/W2050451745"],"abstract_inverted_index":{"A":[0],"vehicle":[1],"type":[2],"image":[3],"recognition":[4,104],"algorithm":[5,15,42],"based":[6],"on":[7],"improved":[8,81],"capsule":[9],"network":[10],"(CapsNet)":[11],"is":[12,48,83],"proposed.":[13],"The":[14],"mainly":[16],"includes":[17],"three":[18],"steps.":[19],"Firstly,":[20],"the":[21,40,45,54,59,64,68,80,97,103],"coefficients":[22],"used":[23],"to":[24,52,58],"weight":[25],"each":[26],"vote":[27],"between":[28],"capsules":[29],"of":[30,63,70],"different":[31],"layers":[32],"in":[33,74],"CapsNet":[34,82],"are":[35],"iteratively":[36],"updated":[37],"by":[38,50,87,106],"using":[39,88],"Expectation-Maximization":[41],"(EM).":[43],"Secondly":[44],"spread":[46],"loss":[47],"optimized":[49],"cross-entropy":[51],"make":[53],"training":[55],"less":[56],"sensitive":[57],"initialization":[60],"and":[61,85],"hyper-parameters":[62],"model,":[65],"then":[66],"avoid":[67],"occurrence":[69],"gradient":[71],"dispersion":[72],"resulting":[73],"a":[75],"slow":[76],"learning":[77],"rate.":[78],"Finally,":[79],"trained":[84],"tested":[86],"Comprehensive":[89],"Cars":[90],"(CompCars)":[91],"dataset.":[92],"Experimental":[93],"results":[94],"show":[95],"that":[96],"proposed":[98],"method":[99],"can":[100],"effectively":[101],"improve":[102],"rate":[105],"5.08%.":[107]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
