{"id":"https://openalex.org/W2976726839","doi":"https://doi.org/10.1109/tcsvt.2019.2942688","title":"Joint Heterogeneous Feature Learning and Distribution Alignment for 2D Image-Based 3D Object Retrieval","display_name":"Joint Heterogeneous Feature Learning and Distribution Alignment for 2D Image-Based 3D Object Retrieval","publication_year":2019,"publication_date":"2019-09-24","ids":{"openalex":"https://openalex.org/W2976726839","doi":"https://doi.org/10.1109/tcsvt.2019.2942688","mag":"2976726839"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2942688","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5033713097","display_name":"Yuting Su","orcid":"https://orcid.org/0000-0001-5165-204X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Su","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610223","display_name":"Yuqian Li","orcid":"https://orcid.org/0000-0002-6081-2006"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqian Li","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001185571","display_name":"Weizhi Nie","orcid":"https://orcid.org/0000-0002-0578-8138"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weizhi Nie","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100634207","display_name":"Dan Song","orcid":"https://orcid.org/0000-0002-5864-0276"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Song","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081485810","display_name":"An-An Liu","orcid":"https://orcid.org/0000-0001-5755-9145"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"An-An Liu","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.917,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.828105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"30","issue":"10","first_page":"3765","last_page":"3776"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9983,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9983,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.998,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.998,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/feature-vector","display_name":"Feature vector","score":0.45834917},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4137841}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7132151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7103921},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6540933},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5987874},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.49187183},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47885156},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4736142},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.4598933},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.45834917},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4489139},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4137841},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.41199636},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3071035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21458259},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2942688","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61872267"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61572356"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61902277"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61772359"},{"funder":"https://openalex.org/F4320322701","funder_display_name":"Tianjin University","award_id":"2019XRX-0035"},{"funder":"https://openalex.org/F4320322927","funder_display_name":"Zhejiang University","award_id":"A1907"},{"funder":"https://openalex.org/F4320338149","funder_display_name":"Tianjin Research Program of Application Foundation and Advanced Technology of China","award_id":"17ZXRGGX00180"}],"datasets":[],"versions":[],"referenced_works_count":49,"referenced_works":["https://openalex.org/W1644641054","https://openalex.org/W1722318740","https://openalex.org/W1920022804","https://openalex.org/W1983705526","https://openalex.org/W2021122545","https://openalex.org/W2096943734","https://openalex.org/W2099789128","https://openalex.org/W2100664256","https://openalex.org/W2104290444","https://openalex.org/W2108598243","https://openalex.org/W2122585444","https://openalex.org/W2126017757","https://openalex.org/W2149466042","https://openalex.org/W2163605009","https://openalex.org/W2171370495","https://openalex.org/W2240559667","https://openalex.org/W2258484932","https://openalex.org/W2259866506","https://openalex.org/W2318793210","https://openalex.org/W2328765253","https://openalex.org/W2342223463","https://openalex.org/W2363300041","https://openalex.org/W2394951287","https://openalex.org/W2520436654","https://openalex.org/W2552066602","https://openalex.org/W2572117954","https://openalex.org/W2580018057","https://openalex.org/W2616287544","https://openalex.org/W2734516093","https://openalex.org/W2779039928","https://openalex.org/W2790362762","https://openalex.org/W2798998662","https://openalex.org/W2799162093","https://openalex.org/W2803297029","https://openalex.org/W2805760974","https://openalex.org/W2808242586","https://openalex.org/W2808424797","https://openalex.org/W2811184427","https://openalex.org/W2884771968","https://openalex.org/W2887582123","https://openalex.org/W2896207750","https://openalex.org/W2963275094","https://openalex.org/W2963532621","https://openalex.org/W2963693396","https://openalex.org/W2963744743","https://openalex.org/W2964027736","https://openalex.org/W2964117661","https://openalex.org/W2964278684","https://openalex.org/W2997701990"],"related_works":["https://openalex.org/W4391382592","https://openalex.org/W3177930984","https://openalex.org/W2982642565","https://openalex.org/W2971551846","https://openalex.org/W2384643754","https://openalex.org/W2123991572","https://openalex.org/W2106355084","https://openalex.org/W2087793626","https://openalex.org/W2052697133","https://openalex.org/W2017257332"],"abstract_inverted_index":{"2D":[0,21,55,99,108],"image-based":[1,22,109],"3D":[2,12,23,58,102,110],"object":[3,13,24,111],"retrieval":[4,25],"is":[5,115],"a":[6,20,40,86],"novel":[7],"but":[8],"challenging":[9],"task":[10],"for":[11,107,120,143],"retrieval.":[14,112],"In":[15],"this":[16,124,166],"paper,":[17],"we":[18,36,126],"propose":[19,37],"method":[26,67,138],"via":[27],"joint":[28],"heterogeneous":[29,52],"feature":[30],"learning":[31],"and":[32,57,73,101,132,146,157],"distribution":[33,65],"alignment.":[34],"Specifically,":[35],"to":[38,47,68,84],"learn":[39,85],"mapping":[41],"function":[42,83],"in":[43],"the":[44,49,63,81,121,136,140,148,154,163],"Grassmann":[45],"manifold":[46],"reduce":[48],"divergence":[50],"of":[51,54,98,117,123,150,153,165],"features":[53,97],"images":[56,100],"objects.":[59],"We":[60,76,134],"further":[61],"employ":[62],"data":[64],"alignment":[66],"adaptively":[69],"integrate":[70],"both":[71,78],"marginal":[72],"conditional":[74],"distributions.":[75],"embed":[77],"terms":[79],"into":[80],"objective":[82,155],"domain-invariant":[87,96],"classifier":[88],"based":[89],"on":[90],"structural":[91],"risk":[92],"minimization.":[93],"The":[94],"output":[95],"objects":[103],"can":[104],"be":[105],"utilized":[106],"Since":[113],"there":[114],"lack":[116],"large-scale":[118],"dataset":[119],"evaluation":[122],"task,":[125],"build":[127],"two":[128],"new":[129],"datasets,":[130],"MI3DOR":[131],"MI3DOR-2.":[133],"compare":[135],"proposed":[137],"against":[139],"representative":[141],"methods":[142],"domain":[144],"adaption":[145],"explore":[147],"influence":[149],"different":[151],"components":[152],"functions":[156],"key":[158],"parameter.":[159],"Comparison":[160],"experiments":[161],"show":[162],"superiority":[164],"method.":[167]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2976726839","counts_by_year":[{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5}],"updated_date":"2024-12-30T10:35:23.279936","created_date":"2019-10-03"}