{"id":"https://openalex.org/W2055328380","doi":"https://doi.org/10.1109/icip.2013.6738668","title":"Cross-view action recognition via low-rank based domain adaptation","display_name":"Cross-view action recognition via low-rank based domain adaptation","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2055328380","doi":"https://doi.org/10.1109/icip.2013.6738668","mag":"2055328380"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2013.6738668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2013.6738668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Image Processing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5012895707","display_name":"Wen-Sheng Tseng","orcid":"https://orcid.org/0000-0001-7510-5681"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Sheng Tseng","raw_affiliation_strings":["Dept. Electrical Engineering, National Taiwan University, Taipei, Taiwan","Dept. Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Dept. Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007831953","display_name":"Lun-Kai Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Lun-Kai Hsu","raw_affiliation_strings":["Dept. Electrical Engineering, National Taiwan University, Taipei, Taiwan","Dept. Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Dept. Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106664802","display_name":"Li\u2010Wei Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Wei Kang","raw_affiliation_strings":["Dept. Comp. Sci. &amp; Info. Eng., National Yunlin Univ. of Science &amp; Technology, Yunlin, Taiwan","Dept. Comp. Sci. & Inf. Eng., Nat. Yunlin Univ. of Sci. & Technol., Yunlin, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Comp. Sci. &amp; Info. Eng., National Yunlin Univ. of Science &amp; Technology, Yunlin, Taiwan","institution_ids":["https://openalex.org/I75357094"]},{"raw_affiliation_string":"Dept. Comp. Sci. & Inf. Eng., Nat. Yunlin Univ. of Sci. & Technol., Yunlin, Taiwan","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090045508","display_name":"Yu-Chiang Frank Wang","orcid":"https://orcid.org/0000-0002-2333-157X"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chiang Frank Wang","raw_affiliation_strings":["Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan","Research Center for Information Technology Innovation, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Information Technology Innovation, Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]},{"raw_affiliation_string":"Research Center for Information Technology Innovation, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3244","last_page":"3248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9994000196456909,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9994000196456909,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/domain-adaptation","display_name":"Domain adaptation","score":0.8191756010055542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8069096803665161},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.734744131565094},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7242037057876587},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6895967721939087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6192349791526794},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.5704890489578247},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5330110192298889},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5038089156150818},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47493961453437805},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46878254413604736},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.4587877094745636},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4309297204017639},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.42104262113571167},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10003656148910522}],"concepts":[{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.8191756010055542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8069096803665161},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.734744131565094},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7242037057876587},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6895967721939087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6192349791526794},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.5704890489578247},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5330110192298889},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5038089156150818},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47493961453437805},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46878254413604736},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4587877094745636},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4309297204017639},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.42104262113571167},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10003656148910522},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"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/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2013.6738668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2013.6738668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W59704279","https://openalex.org/W1487602158","https://openalex.org/W2009702064","https://openalex.org/W2010243644","https://openalex.org/W2010399676","https://openalex.org/W2021733262","https://openalex.org/W2025341678","https://openalex.org/W2089685866","https://openalex.org/W2103972604","https://openalex.org/W2125854396","https://openalex.org/W2145962650","https://openalex.org/W2162253476","https://openalex.org/W2533739470","https://openalex.org/W2547599103","https://openalex.org/W4237723258","https://openalex.org/W6602320555","https://openalex.org/W6629120563","https://openalex.org/W6672976891","https://openalex.org/W6729213900"],"related_works":["https://openalex.org/W3035557009","https://openalex.org/W3204418343","https://openalex.org/W2341113105","https://openalex.org/W2955172689","https://openalex.org/W3132602785","https://openalex.org/W3046182208","https://openalex.org/W2343346879","https://openalex.org/W2186589590","https://openalex.org/W2531741693","https://openalex.org/W4297818280"],"abstract_inverted_index":{"Cross-view":[0],"action":[1],"recognition":[2,105],"is":[3,95,123],"a":[4,30,89],"challenging":[5],"problem,":[6],"since":[7],"one":[8],"typically":[9],"does":[10],"not":[11,63],"have":[12],"sufficient":[13],"training":[14,52],"data":[15,40,72,84,92],"at":[16,58],"the":[17,42,47,79,112,116],"target":[18,48],"view":[19,45],"of":[20,25,85,118],"interest.":[21],"With":[22],"recent":[23],"developments":[24],"domain":[26,34,99,128],"adaptation,":[27],"we":[28,76],"propose":[29],"novel":[31],"low-rank":[32],"based":[33],"adaptation":[35,100,129],"model":[36,62],"for":[37,69],"mapping":[38],"labeled":[39],"from":[41],"original":[43],"source":[44],"to":[46,97,125],"view,":[49],"so":[50],"that":[51,59],"and":[53,102],"testing":[54],"can":[55,106],"be":[56,107],"performed":[57],"domain.":[60],"Our":[61],"only":[64],"provides":[65],"an":[66],"effective":[67],"way":[68],"associating":[70],"image":[71],"across":[73],"different":[74,86],"domains,":[75],"further":[77],"advocate":[78],"structural":[80],"incoherence":[81],"between":[82],"transformed":[83],"categories.":[87],"As":[88],"result,":[90],"additional":[91],"discriminating":[93],"ability":[94],"introduced":[96],"our":[98,119],"model,":[101],"thus":[103],"improved":[104],"expected.":[108],"Experimental":[109],"results":[110],"on":[111],"IXMAS":[113],"dataset":[114],"verify":[115],"effectiveness":[117],"proposed":[120],"method,":[121],"which":[122],"shown":[124],"outperform":[126],"state-of-the-art":[127],"approaches.":[130]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
