{"id":"https://openalex.org/W3213122001","doi":"https://doi.org/10.1145/3458825","title":"Cross-Domain Object Representation via Robust Low-Rank Correlation Analysis","display_name":"Cross-Domain Object Representation via Robust Low-Rank Correlation Analysis","publication_year":2021,"publication_date":"2021-11-12","ids":{"openalex":"https://openalex.org/W3213122001","doi":"https://doi.org/10.1145/3458825","mag":"3213122001"},"language":"en","primary_location":{"id":"doi:10.1145/3458825","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3458825","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","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/A5015596649","display_name":"Xiang\u2010Jun Shen","orcid":"https://orcid.org/0000-0002-3359-8972"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangjun Shen","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046291186","display_name":"Jinghui Zhou","orcid":"https://orcid.org/0000-0003-2917-1957"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghui Zhou","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112126384","display_name":"Zhongchen Ma","orcid":"https://orcid.org/0000-0002-7432-6914"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongchen Ma","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Jiangsu, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007962086","display_name":"Bing\u2010Kun Bao","orcid":"https://orcid.org/0000-0001-5956-831X"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingkun Bao","raw_affiliation_strings":["School of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003217535","display_name":"Zheng-Jun Zha","orcid":"https://orcid.org/0000-0003-2510-8993"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengjun Zha","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015596649"],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.1865754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"17","issue":"4","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.994700014591217,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9943000078201294,"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":0.6811414957046509},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5994267463684082},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5629657506942749},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5352497696876526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5104602575302124},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49053066968917847},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4903874397277832},{"id":"https://openalex.org/keywords/pascal","display_name":"Pascal (unit)","score":0.45561087131500244},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4409351646900177},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.43778571486473083},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2080671787261963}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6811414957046509},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5994267463684082},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5629657506942749},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5352497696876526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5104602575302124},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49053066968917847},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4903874397277832},{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.45561087131500244},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4409351646900177},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.43778571486473083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2080671787261963},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3458825","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3458825","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.8199999928474426}],"awards":[{"id":"https://openalex.org/G2462899936","display_name":null,"funder_award_id":"61572240, 61872424, 6193000388, U19B2038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7973424097","display_name":null,"funder_award_id":"BE2018627","funder_id":"https://openalex.org/F4320327777","funder_display_name":"Jiangsu Provincial Key Research and Development Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327777","display_name":"Jiangsu Provincial Key Research and Development Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1497960466","https://openalex.org/W1513013675","https://openalex.org/W1576445103","https://openalex.org/W1670132599","https://openalex.org/W1824737917","https://openalex.org/W1920962657","https://openalex.org/W1937059634","https://openalex.org/W1981458038","https://openalex.org/W1983792014","https://openalex.org/W1991189025","https://openalex.org/W1996371682","https://openalex.org/W1997201895","https://openalex.org/W1998595580","https://openalex.org/W2007972815","https://openalex.org/W2025341678","https://openalex.org/W2031489346","https://openalex.org/W2035128422","https://openalex.org/W2048023990","https://openalex.org/W2048679005","https://openalex.org/W2059639989","https://openalex.org/W2076455317","https://openalex.org/W2081477191","https://openalex.org/W2089323474","https://openalex.org/W2098290597","https://openalex.org/W2100235303","https://openalex.org/W2100560442","https://openalex.org/W2101456598","https://openalex.org/W2106554478","https://openalex.org/W2145962650","https://openalex.org/W2156142937","https://openalex.org/W2167077875","https://openalex.org/W2405459681","https://openalex.org/W2604836770","https://openalex.org/W2614424296","https://openalex.org/W2620341577","https://openalex.org/W2748391982","https://openalex.org/W2763549966","https://openalex.org/W2798681837","https://openalex.org/W2910184491","https://openalex.org/W2957037461","https://openalex.org/W2965519160","https://openalex.org/W2971815001","https://openalex.org/W3005827406","https://openalex.org/W3027416635","https://openalex.org/W3031875317","https://openalex.org/W3102718214","https://openalex.org/W3105835503","https://openalex.org/W3124617746","https://openalex.org/W6629823275","https://openalex.org/W6636883489"],"related_works":["https://openalex.org/W1549289070","https://openalex.org/W2536452361","https://openalex.org/W2760011800","https://openalex.org/W2002704236","https://openalex.org/W3045713313","https://openalex.org/W2737074488","https://openalex.org/W1604130626","https://openalex.org/W2606213410","https://openalex.org/W1491245641","https://openalex.org/W2903824448"],"abstract_inverted_index":{"Cross-domain":[0],"data":[1,17],"has":[2],"become":[3],"very":[4],"popular":[5],"recently":[6],"since":[7],"various":[8,108,193],"viewpoints":[9],"and":[10,76,87,122,144,168,189],"different":[11,85],"sensors":[12],"tend":[13],"to":[14,54,72,80,88,99,106],"facilitate":[15],"better":[16,130],"representation.":[18],"In":[19,97,126],"this":[20,67,127],"article,":[21],"we":[22],"propose":[23],"a":[24,50,77,129],"novel":[25],"cross-domain":[26,109,131,149,182],"object":[27,110,132,150],"representation":[28,111,133],"algorithm":[29,105],"(RLRCA)":[30],"which":[31],"not":[32],"only":[33],"explores":[34],"the":[35,56,62,69,90,101,104,140],"complexity":[36],"of":[37,40,58,64,92,103,116,148],"multiple":[38],"relationships":[39],"variables":[41],"by":[42],"canonical":[43],"correlation":[44],"analysis":[45],"(CCA)":[46],"but":[47],"also":[48],"uses":[49],"low":[51,155,183],"rank":[52,156,184],"model":[53,79],"decrease":[55],"effect":[57,91],"noisy":[59,93],"data.":[60,96],"To":[61],"best":[63],"our":[65,173],"knowledge,":[66],"is":[68],"first":[70],"try":[71],"smoothly":[73],"integrate":[74],"CCA":[75,142],"low-rank":[78],"uncover":[81],"correlated":[82],"components":[83],"across":[84],"domains":[86],"suppress":[89],"or":[94],"corrupted":[95],"order":[98],"improve":[100],"flexibility":[102],"address":[107],"problems,":[112],"two":[113],"instantiation":[114],"methods":[115,185],"RLRCA":[117],"are":[118],"proposed":[119],"from":[120],"feature":[121],"sample":[123],"space,":[124],"respectively.":[125],"way,":[128],"can":[134],"be":[135],"achieved":[136],"through":[137],"effectively":[138],"learning":[139],"intrinsic":[141],"features":[143],"taking":[145],"full":[146],"advantage":[147],"alignment":[151],"information":[152],"while":[153],"pursuing":[154],"representations.":[157],"Extensive":[158],"experimental":[159],"results":[160],"on":[161],"CMU":[162],"PIE,":[163],"Office-Caltech,":[164],"Pascal":[165],"VOC":[166],"2007,":[167],"NUS-WIDE-Object":[169],"datasets,":[170],"demonstrate":[171],"that":[172],"designed":[174],"models":[175],"have":[176],"superior":[177],"performance":[178],"over":[179],"several":[180],"state-of-the-art":[181],"in":[186],"image":[187],"clustering":[188],"classification":[190],"tasks":[191],"with":[192],"corruption":[194],"levels.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
