{"id":"https://openalex.org/W1989877920","doi":"https://doi.org/10.1145/2397696.2397697","title":"A fast texture-by-numbers synthesis method based on texture optimization","display_name":"A fast texture-by-numbers synthesis method based on texture optimization","publication_year":2012,"publication_date":"2012-09-27","ids":{"openalex":"https://openalex.org/W1989877920","doi":"https://doi.org/10.1145/2397696.2397697","mag":"1989877920"},"language":"en","primary_location":{"id":"doi:10.1145/2397696.2397697","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2397696.2397697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Symposium on Visual Information Communication and Interaction","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/A5101608873","display_name":"Jing Fan","orcid":"https://orcid.org/0009-0001-3238-2125"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Fan","raw_affiliation_strings":["Zhejiang University of Technology, China","Zhejiang University of technology, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Zhejiang University of technology, China#TAB#","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044207756","display_name":"Xiaoying Shi","orcid":"https://orcid.org/0000-0003-0452-2503"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Ying Shi","raw_affiliation_strings":["Zhejiang University of Technology, China","Zhejiang University of technology, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Zhejiang University of technology, China#TAB#","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076905288","display_name":"Zhan Zhou","orcid":"https://orcid.org/0000-0002-2730-5483"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhan Zhou","raw_affiliation_strings":["Zhejiang University of Technology, China","Zhejiang University of technology, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Zhejiang University of technology, China#TAB#","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022536181","display_name":"Ying Tang","orcid":"https://orcid.org/0000-0003-1340-1148"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Tang","raw_affiliation_strings":["Zhejiang University of Technology, China","Zhejiang University of technology, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Zhejiang University of technology, China#TAB#","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.10711225,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.998199999332428,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9973999857902527,"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/texture-synthesis","display_name":"Texture synthesis","score":0.8135069608688354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.742469310760498},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6851708889007568},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5941102504730225},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44000300765037537},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.43106886744499207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4005357027053833},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3946305811405182},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3481123447418213},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.33428314328193665},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3180030584335327},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.29158470034599304},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.23543354868888855}],"concepts":[{"id":"https://openalex.org/C50494287","wikidata":"https://www.wikidata.org/wiki/Q658467","display_name":"Texture synthesis","level":5,"score":0.8135069608688354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.742469310760498},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6851708889007568},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5941102504730225},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44000300765037537},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.43106886744499207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4005357027053833},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3946305811405182},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3481123447418213},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.33428314328193665},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3180030584335327},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.29158470034599304},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.23543354868888855},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2397696.2397697","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2397696.2397697","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Symposium on Visual Information Communication and Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5402682385","display_name":null,"funder_award_id":"6.12E+15","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6303423848","display_name":null,"funder_award_id":"Z1090459","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1485415000","https://openalex.org/W1549385931","https://openalex.org/W1563676183","https://openalex.org/W1627400044","https://openalex.org/W1967577110","https://openalex.org/W1979849262","https://openalex.org/W1981782146","https://openalex.org/W2009379617","https://openalex.org/W2030058567","https://openalex.org/W2061057254","https://openalex.org/W2065285351","https://openalex.org/W2068623560","https://openalex.org/W2077786999","https://openalex.org/W2083518538","https://openalex.org/W2097543505","https://openalex.org/W2125771762","https://openalex.org/W2150515446","https://openalex.org/W2162212331","https://openalex.org/W2232702494","https://openalex.org/W2245895240","https://openalex.org/W2292976057","https://openalex.org/W2996767657","https://openalex.org/W3000160912","https://openalex.org/W4236692733"],"related_works":["https://openalex.org/W2183887509","https://openalex.org/W2972612618","https://openalex.org/W2743128629","https://openalex.org/W1983661653","https://openalex.org/W2147616632","https://openalex.org/W2355987747","https://openalex.org/W2905174049","https://openalex.org/W4200432310","https://openalex.org/W2156235915","https://openalex.org/W2019649412"],"abstract_inverted_index":{"The":[0,69,127],"framework":[1,65],"of":[2,7,79],"Texture-by-numbers":[3],"(TBN)":[4],"synthesizes":[5,134],"images":[6,136],"global-varying":[8],"patterns":[9],"with":[10,66,137],"intuitive":[11],"user":[12],"control.":[13],"Previous":[14],"TBN":[15,33,64,148],"synthesis":[16,23,34,50,57,93,114],"methods":[17],"have":[18],"difficulties":[19],"in":[20],"achieving":[21],"high-quality":[22],"results":[24,58,129],"and":[25,91,160],"efficiency":[26],"simultaneously.":[27],"This":[28],"paper":[29],"proposes":[30],"a":[31],"fast":[32],"method":[35,133],"based":[36,123],"on":[37,121,124],"texture":[38,49,61],"optimization,":[39],"which":[40,84,140],"uses":[41],"global":[42,81],"optimization":[43,62,82],"to":[44,74,98,104,145],"solve":[45],"the":[46,76,80,87,113,116,146],"controllable":[47],"non-homogeneous":[48],"problem.":[51],"Our":[52],"algorithm":[53,117],"produces":[54],"high":[55,138],"quality":[56],"by":[59],"combining":[60],"into":[63],"two":[67],"improvements.":[68],"initialization":[70],"process":[71],"is":[72,118,141],"adopted":[73],"generate":[75],"initial":[77],"output":[78],"algorithm,":[83],"speeds":[85],"up":[86],"algorithm's":[88],"convergence":[89],"rate":[90],"ensures":[92],"quality.":[94],"Besides":[95],"different":[96],"metrics":[97],"measure":[99],"image":[100,161],"similarity":[101],"are":[102],"defined":[103],"match":[105],"human":[106],"visual":[107],"perception":[108],"better.":[109],"To":[110],"further":[111],"improve":[112],"speed,":[115],"entirely":[119],"implemented":[120],"GPU":[122],"CUDA":[125],"architecture.":[126],"experimental":[128],"show":[130],"that":[131],"this":[132],"realistic":[135],"efficiency,":[139],"not":[142],"only":[143],"applicable":[144],"traditional":[147],"application,":[149],"but":[150],"also":[151],"suitable":[152],"for":[153],"other":[154],"applications":[155],"including":[156],"non-":[157],"photorealistic":[158],"rendering":[159],"in-painting.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}