{"id":"https://openalex.org/W2079598971","doi":"https://doi.org/10.1109/tcyb.2014.2374452","title":"Joint Tensor Feature Analysis For Visual Object Recognition","display_name":"Joint Tensor Feature Analysis For Visual Object Recognition","publication_year":2014,"publication_date":"2014-12-09","ids":{"openalex":"https://openalex.org/W2079598971","doi":"https://doi.org/10.1109/tcyb.2014.2374452","mag":"2079598971","pmid":"https://pubmed.ncbi.nlm.nih.gov/26470058"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2014.2374452","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2374452","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5026796400","display_name":"Wai Keung Wong","orcid":"https://orcid.org/0000-0002-5214-7114"},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]},{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["CN","HK"],"is_corresponding":true,"raw_author_name":"Wai Keung Wong","raw_affiliation_strings":["Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen, China","institution_ids":["https://openalex.org/I182722699","https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113096621","display_name":"Zhihui Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]},{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Zhihui Lai","raw_affiliation_strings":["Bio-Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China","College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","Institute of Textiles and Clothing, Hong Kong Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Bio-Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I4210144487","https://openalex.org/I204983213"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Institute of Textiles and Clothing, Hong Kong Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359961","display_name":"Yong Xu","orcid":"https://orcid.org/0000-0003-0530-2123"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xu","raw_affiliation_strings":["Bio-Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Bio-Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I4210144487","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050192797","display_name":"Jiajun Wen","orcid":"https://orcid.org/0000-0002-1688-2541"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210144487","display_name":"Cloud Computing Center","ror":"https://ror.org/04aa0zm65","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144487"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Wen","raw_affiliation_strings":["Bio-Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Bio-Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I4210144487","https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052625074","display_name":"Chu Po Ho","orcid":"https://orcid.org/0000-0001-8617-1537"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chu Po Ho","raw_affiliation_strings":["Institute of Textiles and Clothing, Hong Kong Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Institute of Textiles and Clothing, Hong Kong Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5026796400"],"corresponding_institution_ids":["https://openalex.org/I14243506","https://openalex.org/I182722699"],"apc_list":null,"apc_paid":null,"fwci":7.3162,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.97908426,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"45","issue":"11","first_page":"2425","last_page":"2436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9962000250816345,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9962000250816345,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9886000156402588,"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/T12303","display_name":"Tensor decomposition and applications","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.7083765268325806},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6676392555236816},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5665628910064697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5453079342842102},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5264283418655396},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.49537885189056396},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.46992528438568115},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.4164060950279236},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34679532051086426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2375693917274475},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.133622944355011},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.12474027276039124},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07330849766731262}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.7083765268325806},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6676392555236816},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5665628910064697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5453079342842102},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5264283418655396},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.49537885189056396},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.46992528438568115},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.4164060950279236},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34679532051086426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2375693917274475},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.133622944355011},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.12474027276039124},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07330849766731262},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","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":3,"locations":[{"id":"doi:10.1109/tcyb.2014.2374452","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2014.2374452","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:26470058","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26470058","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/61061","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/61061","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal/Magazine Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1966271964","display_name":null,"funder_award_id":"2012M510958","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3194306548","display_name":null,"funder_award_id":"61362031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4915346595","display_name":null,"funder_award_id":"61203376","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5040240322","display_name":null,"funder_award_id":"61071179","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5346730614","display_name":null,"funder_award_id":"61332011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5439879367","display_name":null,"funder_award_id":"S2012040007289","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G5454390423","display_name":null,"funder_award_id":"61375012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6123407988","display_name":null,"funder_award_id":"61203247","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7609268645","display_name":null,"funder_award_id":"61370163","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8806084889","display_name":null,"funder_award_id":"2013T60370","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W199958201","https://openalex.org/W1494198676","https://openalex.org/W1591385104","https://openalex.org/W1967643748","https://openalex.org/W1968178977","https://openalex.org/W1975900269","https://openalex.org/W1978606608","https://openalex.org/W1992051107","https://openalex.org/W1993049083","https://openalex.org/W1996452481","https://openalex.org/W2011832962","https://openalex.org/W2020836902","https://openalex.org/W2021864104","https://openalex.org/W2027717478","https://openalex.org/W2029234388","https://openalex.org/W2031049553","https://openalex.org/W2033419168","https://openalex.org/W2042289698","https://openalex.org/W2053684156","https://openalex.org/W2063978378","https://openalex.org/W2072509929","https://openalex.org/W2076363162","https://openalex.org/W2097366995","https://openalex.org/W2097417531","https://openalex.org/W2102544846","https://openalex.org/W2103537693","https://openalex.org/W2105055468","https://openalex.org/W2110627953","https://openalex.org/W2111411921","https://openalex.org/W2121647436","https://openalex.org/W2122825543","https://openalex.org/W2135046866","https://openalex.org/W2135463994","https://openalex.org/W2138451337","https://openalex.org/W2141200867","https://openalex.org/W2142919304","https://openalex.org/W2144629557","https://openalex.org/W2144990628","https://openalex.org/W2146634731","https://openalex.org/W2154624311","https://openalex.org/W2162985290","https://openalex.org/W2166213322","https://openalex.org/W2166446427","https://openalex.org/W2171837816","https://openalex.org/W2398147772","https://openalex.org/W2611015177","https://openalex.org/W2952736586","https://openalex.org/W2994340921","https://openalex.org/W3014542904","https://openalex.org/W4229749918","https://openalex.org/W6608075166","https://openalex.org/W6635552349","https://openalex.org/W6674755931","https://openalex.org/W6674797195","https://openalex.org/W6712754916"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2888483922","https://openalex.org/W2114275278","https://openalex.org/W1489511283","https://openalex.org/W2974914859","https://openalex.org/W2026565050","https://openalex.org/W2110244802","https://openalex.org/W2163728705","https://openalex.org/W949345935"],"abstract_inverted_index":{"Tensor-based":[0],"object":[1],"recognition":[2],"has":[3],"been":[4],"widely":[5],"studied":[6],"in":[7],"the":[8,16,23,59,66,79,89,99,102,114,125,133,141],"past":[9],"several":[10],"years.":[11],"This":[12],"paper":[13],"focuses":[14],"on":[15,124,132,140,149],"issue":[17],"of":[18,49,101],"joint":[19,32],"feature":[20,34,39,55,160],"selection":[21,163],"from":[22],"tensor":[24,33,38,54,62,69,151,159],"data":[25],"and":[26,41,65,78,98,162],"proposes":[27],"a":[28,47],"novel":[29],"method":[30,116],"called":[31],"analysis":[35,97],"(JTFA)":[36],"for":[37,53,72],"extraction":[40,161],"recognition.":[42],"In":[43],"order":[44],"to":[45,87,111,120],"obtain":[46],"set":[48],"jointly":[50,81],"sparse":[51,82,145],"projections":[52],"extraction,":[56],"we":[57],"define":[58],"modified":[60,67],"within-class":[61],"scatter":[63,70,126,142],"value":[64,71,122,136],"between-class":[68],"regression.":[73],"The":[74,92],"k-mode":[75],"optimization":[76],"technique":[77],"L(2,1)-norm":[80],"regression":[83],"are":[84,105],"combined":[85],"together":[86],"compute":[88],"optimal":[90],"solutions.":[91],"convergent":[93],"analysis,":[94],"computational":[95],"complexity":[96],"essence":[100],"proposed":[103,115],"method/model":[104],"also":[106],"presented.":[107],"It":[108],"is":[109,117],"interesting":[110],"show":[112],"that":[113,154],"very":[118],"similar":[119],"singular":[121,135],"decomposition":[123],"matrix":[127,137,143],"but":[128],"with":[129,144],"sparsity":[130],"constraint":[131],"right":[134],"or":[138],"eigen-decomposition":[139],"manner.":[146],"Experimental":[147],"results":[148],"some":[150,157],"datasets":[152],"indicate":[153],"JTFA":[155],"outperforms":[156],"well-known":[158],"algorithms.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
