{"id":"https://openalex.org/W2129928335","doi":"https://doi.org/10.1109/icme.2005.1521687","title":"Modeling Dynamic Textures Using Subspace Mixtures","display_name":"Modeling Dynamic Textures Using Subspace Mixtures","publication_year":2005,"publication_date":"2005-10-24","ids":{"openalex":"https://openalex.org/W2129928335","doi":"https://doi.org/10.1109/icme.2005.1521687","mag":"2129928335"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2005.1521687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2005.1521687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Multimedia and Expo","raw_type":"proceedings-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/A5033782322","display_name":"Che-Bin Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Che-Bin Liu","raw_affiliation_strings":["Department of Computer Science, University of Illinois, Urbana-Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois, Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103459701","display_name":"Ruei-Sung Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I183874917","display_name":"Urbana University","ror":"https://ror.org/04kp3hw27","country_code":"US","type":"education","lineage":["https://openalex.org/I183874917"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruei-sung Lin","raw_affiliation_strings":["Department of Computer Science, University of Illinois, Urbana-Champaign, Urbana, IL, USA","Dept. of Comput. Sci., Illinois Univ., Urbana, IL#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois, Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Illinois Univ., Urbana, IL#TAB#","institution_ids":["https://openalex.org/I183874917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108521995","display_name":"Narendra Ahuja","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"N. Ahuja","raw_affiliation_strings":["Department of Computer Science, Department of Electrical and Computer Engineering, University of Illinois, Urbana-Champaign, Urbana, IL, USA","[Department of Computer Science, Department of Electrical and Computer Engineering, University of Illinois, Urbana-Champaign, Urbana, IL, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Department of Electrical and Computer Engineering, University of Illinois, Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"[Department of Computer Science, Department of Electrical and Computer Engineering, University of Illinois, Urbana-Champaign, Urbana, IL, USA]","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033782322"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":1.4928,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8439261,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"9999","issue":null,"first_page":"1378","last_page":"1381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9897000193595886,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9894999861717224,"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/autoregressive-model","display_name":"Autoregressive model","score":0.8819562792778015},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.7084950804710388},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7051002979278564},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6683993339538574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6045997738838196},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5239042043685913},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.47371548414230347},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4592786133289337},{"id":"https://openalex.org/keywords/coordinate-system","display_name":"Coordinate system","score":0.448047012090683},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4383937418460846},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43679118156433105},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.42363452911376953},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42181670665740967},{"id":"https://openalex.org/keywords/active-appearance-model","display_name":"Active appearance model","score":0.41849637031555176},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24322178959846497}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.8819562792778015},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.7084950804710388},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7051002979278564},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6683993339538574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6045997738838196},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5239042043685913},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.47371548414230347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4592786133289337},{"id":"https://openalex.org/C80551277","wikidata":"https://www.wikidata.org/wiki/Q11210","display_name":"Coordinate system","level":2,"score":0.448047012090683},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4383937418460846},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43679118156433105},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.42363452911376953},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42181670665740967},{"id":"https://openalex.org/C83248878","wikidata":"https://www.wikidata.org/wiki/Q344000","display_name":"Active appearance model","level":3,"score":0.41849637031555176},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24322178959846497},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icme.2005.1521687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2005.1521687","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Multimedia and Expo","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.390.457","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.390.457","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://vision.ai.uiuc.edu/publications/ICME05.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2001141328","https://openalex.org/W2001150980","https://openalex.org/W2053186076","https://openalex.org/W2102716594","https://openalex.org/W2119548491","https://openalex.org/W2127541232","https://openalex.org/W2139092822","https://openalex.org/W2146610201","https://openalex.org/W2155008293","https://openalex.org/W2168175751","https://openalex.org/W2232702494","https://openalex.org/W2294116008","https://openalex.org/W2327683694","https://openalex.org/W4230750266","https://openalex.org/W4246750223","https://openalex.org/W6677968238","https://openalex.org/W6681057956","https://openalex.org/W6682989981"],"related_works":["https://openalex.org/W1980381208","https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2364594919","https://openalex.org/W2126145365","https://openalex.org/W2167092671","https://openalex.org/W2171218219","https://openalex.org/W2036609560"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"aim":[4],"at":[5],"modeling":[6],"video":[7,45],"sequences":[8,46],"that":[9,100],"exhibit":[10],"temporal":[11,108],"appearance":[12,33,109],"variation.":[13],"The":[14,96],"dynamic":[15,26],"texture":[16],"model":[17,24,34,84],"proposed":[18],"in":[19,78,88],"[6]":[20],"is":[21,47,103],"effective":[22],"to":[23,53],"simple":[25],"scenes.":[27],"However,":[28],"because":[29],"of":[30,42,65,105],"its":[31,43],"over-simplified":[32],"and":[35,83,111],"under-constrained":[36],"dynamics":[37,87],"model,":[38],"the":[39,59,85,89],"visual":[40],"quality":[41],"synthesized":[44],"often":[48],"not":[49],"satisfactory.":[50],"This":[51],"leads":[52],"our":[54,101],"new":[55],"model.":[56],"We":[57,70],"parameterize":[58],"nonlinear":[60],"image":[61,86],"manifold":[62],"using":[63,92],"mixtures":[64],"probabilistic":[66],"principal":[67],"component":[68],"analyzers.":[69],"then":[71],"align":[72],"coefficients":[73],"from":[74],"different":[75],"mixture":[76],"components":[77],"a":[79],"global":[80,90],"coordinate":[81,91],"system,":[82],"an":[93],"autoregressive":[94],"process.":[95],"experimental":[97],"results":[98,115],"show":[99],"method":[102],"capable":[104],"capturing":[106],"complex":[107],"variation":[110],"offers":[112],"improved":[113],"synthesis":[114],"over":[116],"previous":[117],"works.":[118]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}