{"id":"https://openalex.org/W1989100738","doi":"https://doi.org/10.1109/his.2011.6122156","title":"Manifold synthesis: Predicting a manifold from one sample","display_name":"Manifold synthesis: Predicting a manifold from one sample","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W1989100738","doi":"https://doi.org/10.1109/his.2011.6122156","mag":"1989100738"},"language":"en","primary_location":{"id":"doi:10.1109/his.2011.6122156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2011.6122156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Hybrid Intelligent Systems (HIS)","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/A5004845332","display_name":"Li-Yun Lo","orcid":null},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Yun Lo","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","Department of Computer Science & Information Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]},{"raw_affiliation_string":"Department of Computer Science & Information Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113478139","display_name":"Ju-Chin Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ju-Chin Chen","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","Department of Computer Science & Information Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]},{"raw_affiliation_string":"Department of Computer Science & Information Engineering, National Kaohsiung University of Applied Sciences, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I89178830"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.07907167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"290","issue":null,"first_page":"505","last_page":"510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9998000264167786,"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/T10057","display_name":"Face and Expression Recognition","score":0.9998000264167786,"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/T11448","display_name":"Face recognition and analysis","score":0.9993000030517578,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9975000023841858,"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/manifold-alignment","display_name":"Manifold alignment","score":0.7576003074645996},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.7070320844650269},{"id":"https://openalex.org/keywords/invariant-manifold","display_name":"Invariant manifold","score":0.6094574332237244},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.6067894697189331},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5537975430488586},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5421446561813354},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5406808853149414},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4734760522842407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4645260274410248},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.4439460039138794},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.41068750619888306},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35197311639785767},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.285566121339798},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1560104489326477},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.13632866740226746}],"concepts":[{"id":"https://openalex.org/C153120616","wikidata":"https://www.wikidata.org/wiki/Q17068315","display_name":"Manifold alignment","level":4,"score":0.7576003074645996},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.7070320844650269},{"id":"https://openalex.org/C20483540","wikidata":"https://www.wikidata.org/wiki/Q4200516","display_name":"Invariant manifold","level":2,"score":0.6094574332237244},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.6067894697189331},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5537975430488586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5421446561813354},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5406808853149414},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4734760522842407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4645260274410248},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4439460039138794},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.41068750619888306},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35197311639785767},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.285566121339798},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1560104489326477},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.13632866740226746},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/his.2011.6122156","is_oa":false,"landing_page_url":"https://doi.org/10.1109/his.2011.6122156","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Hybrid Intelligent Systems (HIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W64698994","https://openalex.org/W149902725","https://openalex.org/W287609105","https://openalex.org/W1506449513","https://openalex.org/W1663973292","https://openalex.org/W1799794528","https://openalex.org/W1987015105","https://openalex.org/W2001141328","https://openalex.org/W2042576467","https://openalex.org/W2047291883","https://openalex.org/W2092131162","https://openalex.org/W2097308346","https://openalex.org/W2121647436","https://openalex.org/W2123261262","https://openalex.org/W2138451337","https://openalex.org/W2141712375","https://openalex.org/W2145808141","https://openalex.org/W2150600350","https://openalex.org/W2150696241","https://openalex.org/W2154872931","https://openalex.org/W4212863985","https://openalex.org/W6602657573","https://openalex.org/W6606045220","https://openalex.org/W6682511423","https://openalex.org/W6682644385"],"related_works":["https://openalex.org/W117517268","https://openalex.org/W2573981081","https://openalex.org/W2397338926","https://openalex.org/W2085003924","https://openalex.org/W2384392227","https://openalex.org/W2380477800","https://openalex.org/W2387045723","https://openalex.org/W2142781195","https://openalex.org/W2888431323","https://openalex.org/W2365774975"],"abstract_inverted_index":{"This":[0],"study":[1],"proposes":[2],"a":[3,14,67],"manifold":[4,15,68,89,98,130],"synthesis":[5],"approach":[6,91],"based":[7],"on":[8,112],"the":[9,24,35,39,43,57,70,74,77,84,88,96,101,107,113,121,129,138,147],"regression":[10,114],"model":[11],"to":[12,21,94,127,145],"predict":[13],"from":[16],"one":[17,132],"sample":[18,26],"in":[19,42,69,83,106,120],"order":[20],"cope":[22],"with":[23,60],"single":[25],"per":[27],"person":[28],"problem":[29],"for":[30,54],"face":[31],"recognition.":[32],"To":[33],"reduce":[34],"dimensionality":[36],"and":[37,76,123],"preserve":[38],"data":[40],"relation":[41],"input":[44],"image":[45,134],"space,":[46],"local":[47],"preserving":[48],"projection":[49],"(LPP)":[50],"is":[51,92,104,135,143],"applied.":[52],"Thus":[53],"each":[55],"subject":[56],"facial":[58],"images":[59],"pose":[61,75,102],"angles":[62],"can":[63],"be":[64],"represented":[65],"by":[66],"LPP":[71,122],"space":[72,126],"but":[73],"subject's":[78],"appearance":[79],"information":[80,103],"are":[81,118],"depicted":[82],"same":[85],"manifold.":[86],"Hence,":[87],"alignment":[90],"applied":[93],"extract":[95],"identity-invariant":[97],"that":[99],"only":[100],"included":[105],"joint":[108,124],"latent":[109,125],"space.":[110],"Based":[111],"model,":[115],"two":[116],"approaches":[117],"developed":[119],"estimate":[128],"when":[131],"frontal":[133],"given.":[136],"In":[137],"experimental":[139],"results,":[140],"FacePix":[141],"database":[142],"conducted":[144],"evaluate":[146],"system":[148],"performance.":[149]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
