{"id":"https://openalex.org/W3111744962","doi":"https://doi.org/10.1109/smc42975.2020.9283186","title":"Pamls Alignment Based On Two-Stage Convolutional Network with a Large in-Plane Rotation","display_name":"Pamls Alignment Based On Two-Stage Convolutional Network with a Large in-Plane Rotation","publication_year":2020,"publication_date":"2020-10-11","ids":{"openalex":"https://openalex.org/W3111744962","doi":"https://doi.org/10.1109/smc42975.2020.9283186","mag":"3111744962"},"language":"en","primary_location":{"id":"doi:10.1109/smc42975.2020.9283186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc42975.2020.9283186","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5100418692","display_name":"Xiaoli Li","orcid":"https://orcid.org/0000-0003-1359-5130"},"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":"Xiaoli Li","raw_affiliation_strings":["School of Software Engineering, Xi\u2019an Jiaotong Unversity, Xi\u2019an, China","School of Software Engineering, Xi'an Jiaotong Unversity, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Xi\u2019an Jiaotong Unversity, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Software Engineering, Xi'an Jiaotong Unversity, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397450","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0001-8687-4427"},"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":"Yang Yang","raw_affiliation_strings":["School of Automation Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Automation Science and Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Automation Science and Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072809063","display_name":"Wentao Yang","orcid":"https://orcid.org/0000-0002-8306-5840"},"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":"Wentao Yang","raw_affiliation_strings":["School of Automation Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Automation Science and Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Automation Science and Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100729341","display_name":"Guobin Zhang","orcid":"https://orcid.org/0000-0002-4922-4967"},"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":"Guobin Zhang","raw_affiliation_strings":["School of Automation Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Automation Science and Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Automation Science and Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033107823","display_name":"Wenting Cui","orcid":"https://orcid.org/0000-0003-2047-2091"},"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":"Wenting Cui","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044668212","display_name":"Shaoyi Du","orcid":"https://orcid.org/0000-0002-7092-0596"},"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":"Shaoyi Du","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100418692"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1520079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":null,"first_page":"1175","last_page":"1180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10828","display_name":"Biometric Identification and Security","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11448","display_name":"Face recognition and analysis","score":0.9883000254631042,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/affine-transformation","display_name":"Affine transformation","score":0.8891686201095581},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.824295699596405},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.741759181022644},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.7260183095932007},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6537834405899048},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6500378251075745},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5564080476760864},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5476899147033691},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5439985990524292},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5381454229354858},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5239125490188599},{"id":"https://openalex.org/keywords/palm","display_name":"Palm","score":0.49890613555908203},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4297291934490204},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28378915786743164},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10302698612213135},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.057662397623062134}],"concepts":[{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.8891686201095581},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.824295699596405},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.741759181022644},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.7260183095932007},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6537834405899048},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6500378251075745},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5564080476760864},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5476899147033691},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5439985990524292},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5381454229354858},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5239125490188599},{"id":"https://openalex.org/C94598645","wikidata":"https://www.wikidata.org/wiki/Q2347874","display_name":"Palm","level":2,"score":0.49890613555908203},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4297291934490204},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28378915786743164},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10302698612213135},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.057662397623062134},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/smc42975.2020.9283186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc42975.2020.9283186","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W603908379","https://openalex.org/W1995444699","https://openalex.org/W1996140089","https://openalex.org/W2013640163","https://openalex.org/W2031337792","https://openalex.org/W2085261163","https://openalex.org/W2087294038","https://openalex.org/W2138644493","https://openalex.org/W2151103935","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2604233003","https://openalex.org/W2604881841","https://openalex.org/W2922163742","https://openalex.org/W2967716061","https://openalex.org/W2981706368","https://openalex.org/W2990686905","https://openalex.org/W6618372016","https://openalex.org/W6649156964","https://openalex.org/W6653606258","https://openalex.org/W6680832155","https://openalex.org/W6684191040","https://openalex.org/W6771046177"],"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/W2169128343","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W2046316885"],"abstract_inverted_index":{"Palms":[0],"alignment":[1,33,50],"is":[2,66,99,113],"an":[3],"important":[4],"work":[5],"for":[6],"palmprint":[7],"recognition":[8],"in":[9],"uncontrolled":[10],"environment.":[11],"Many":[12],"methods":[13],"have":[14,140],"made":[15],"progress":[16],"to":[17,67,77,133],"achieve":[18,134],"alignment.":[19,137],"But":[20],"most":[21],"of":[22,144],"them":[23],"ignore":[24],"the":[25,32,36,69,73,79,89,92,95,106,109,122,135,142],"palm's":[26],"angles,":[27],"which":[28],"could":[29],"not":[30],"satisfy":[31],"initialization":[34],"when":[35],"hand":[37],"has":[38,83],"a":[39,48,57,84],"large":[40],"in-plane":[41],"rotation.":[42],"In":[43],"this":[44],"paper,":[45],"we":[46],"propose":[47],"palms":[49],"with":[51],"affine":[52,81,136],"transformation":[53],"method":[54],"based":[55],"on":[56],"two-stage":[58],"convolutional":[59],"neural":[60],"network":[61,132],"(CNN).":[62],"The":[63],"basic":[64],"idea":[65],"rotate":[68],"target":[70,97],"palm":[71,98,112],"into":[72,101,121],"same":[74],"angle":[75,103],"category":[76],"avoid":[78],"following":[80],"registration":[82],"big":[85],"matching":[86,128],"error":[87],"at":[88],"beginning.":[90],"At":[91,105],"stage":[93,107],"I,":[94],"given":[96],"classified":[100],"two":[102],"categories.":[104],"II":[108],"upside":[110],"down":[111],"firstly":[114],"rotated":[115],"180":[116],"degrees,":[117],"and":[118,130],"then":[119],"inputted":[120],"subsequent":[123],"feature":[124,127],"extraction":[125],"network,":[126],"layer":[129],"regression":[131],"Experimental":[138],"results":[139],"proved":[141],"effectiveness":[143],"our":[145],"method.":[146]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
