{"id":"https://openalex.org/W1997488488","doi":"https://doi.org/10.1145/1778765.1778862","title":"Multi-scale image harmonization","display_name":"Multi-scale image harmonization","publication_year":2010,"publication_date":"2010-07-15","ids":{"openalex":"https://openalex.org/W1997488488","doi":"https://doi.org/10.1145/1778765.1778862","mag":"1997488488"},"language":"en","primary_location":{"id":"doi:10.1145/1778765.1778862","doi":"https://doi.org/10.1145/1778765.1778862","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1778765.1778862","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-a","cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:6970444","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032004510","display_name":"Kalyan Sunkavalli","orcid":"https://orcid.org/0000-0002-6030-2348","observed_orcids":["https://orcid.org/0000-0002-6030-2348"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kalyan Sunkavalli","raw_affiliation_strings":["Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026536864","display_name":"Micah K. Johnson","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Micah K. Johnson","raw_affiliation_strings":["MIT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018010391","display_name":"Wojciech Matusik","orcid":"https://orcid.org/0000-0003-0212-5643","observed_orcids":["https://orcid.org/0000-0003-0212-5643"]},"institutions":[{"id":"https://openalex.org/I4210137357","display_name":"Walt Disney (Switzerland)","ror":"https://ror.org/04h1x1p54","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210137357","https://openalex.org/I4210142140"]},{"id":"https://openalex.org/I4210142140","display_name":"Walt Disney (United States)","ror":"https://ror.org/04eg47h42","country_code":"US","type":"company","lineage":["https://openalex.org/I4210142140"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Wojciech Matusik","raw_affiliation_strings":["Disney Research, Zurich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Disney Research, Zurich","institution_ids":["https://openalex.org/I4210137357","https://openalex.org/I4210142140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043151044","display_name":"Hanspeter Pfister","orcid":"https://orcid.org/0000-0002-3620-2582","observed_orcids":["https://orcid.org/0000-0002-3620-2582"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanspeter Pfister","raw_affiliation_strings":["Harvard University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harvard University","institution_ids":["https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.189,"has_fulltext":false,"cited_by_count":215,"citation_normalized_percentile":{"value":0.97827981,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"29","issue":"4","first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.41769999265670776,"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/T11019","display_name":"Image Enhancement Techniques","score":0.41769999265670776,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.41499999165534973,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.10300000011920929,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/image-compositing","display_name":"image compositing","score":0.8759999871253967},{"id":"https://openalex.org/keywords/image-harmonization","display_name":"image harmonization","score":0.9800000190734863},{"id":"https://openalex.org/keywords/multiscale-image-processing","display_name":"multiscale image processing","score":0.6610000133514404},{"id":"https://openalex.org/keywords/image-pyramid","display_name":"image pyramid","score":0.8460000157356262},{"id":"https://openalex.org/keywords/appearance-transfer","display_name":"appearance transfer","score":0.6060000061988831},{"id":"https://openalex.org/keywords/alpha-matting","display_name":"alpha matting","score":0.8379999995231628},{"id":"https://openalex.org/keywords/boundary-constraints","display_name":"boundary constraints","score":0.597000002861023},{"id":"https://openalex.org/keywords/texture-matching","display_name":"texture matching","score":0.5879999995231628},{"id":"https://openalex.org/keywords/image-blending","display_name":"image blending","score":0.4339999854564667}],"concepts":[{"id":"https://openalex.org/C129315195","wikidata":"https://www.wikidata.org/wiki/Q1121886","display_name":"Compositing","level":3,"score":0.894294261932373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7047430872917175},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.6575558185577393},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6476765871047974},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6434491872787476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6272457838058472},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4851020574569702},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4637179374694824},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4500477910041809},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42122673988342285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20229417085647583},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07521042227745056},{"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/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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/1778765.1778862","doi":"https://doi.org/10.1145/1778765.1778862","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1778765.1778862","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-a","cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.222.4628","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.222.4628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://graphics.csail.mit.edu/%7Ewojciech/Harmonization/Harmonization.pdf","raw_type":"text"},{"id":"pmh:oai:dash.harvard.edu:1/6970444","doi":null,"is_oa":true,"landing_page_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:6970444","pdf_url":null,"source":{"id":"https://openalex.org/S4306401540","display_name":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I136199984","host_organization_name":"Harvard University","host_organization_lineage":["https://openalex.org/I136199984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/134252","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/134252","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:dash.harvard.edu:1/6970444","doi":null,"is_oa":true,"landing_page_url":"http://nrs.harvard.edu/urn-3:HUL.InstRepos:6970444","pdf_url":null,"source":{"id":"https://openalex.org/S4306401540","display_name":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I136199984","host_organization_name":"Harvard University","host_organization_lineage":["https://openalex.org/I136199984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.550000011920929,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2484613166","display_name":null,"funder_award_id":"739255","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W25664821","https://openalex.org/W1210565257","https://openalex.org/W1755572302","https://openalex.org/W1978074269","https://openalex.org/W1997057955","https://openalex.org/W2001933992","https://openalex.org/W2011953641","https://openalex.org/W2022532533","https://openalex.org/W2046891849","https://openalex.org/W2052003757","https://openalex.org/W2061818168","https://openalex.org/W2069934462","https://openalex.org/W2070604790","https://openalex.org/W2073895861","https://openalex.org/W2078790577","https://openalex.org/W2099244020","https://openalex.org/W2103504761","https://openalex.org/W2127006916","https://openalex.org/W2129112648","https://openalex.org/W2141015396","https://openalex.org/W2141957843","https://openalex.org/W2147821504","https://openalex.org/W2153709524","https://openalex.org/W2156053375","https://openalex.org/W2164147879","https://openalex.org/W2293703294","https://openalex.org/W2296168388","https://openalex.org/W2997095758","https://openalex.org/W3138294193","https://openalex.org/W3138446083","https://openalex.org/W4212931420","https://openalex.org/W4247924304"],"related_works":["https://openalex.org/W2577364290","https://openalex.org/W2161229648","https://openalex.org/W2147246507","https://openalex.org/W2991860602","https://openalex.org/W1559208858","https://openalex.org/W2993674027","https://openalex.org/W2130228941","https://openalex.org/W2371275705","https://openalex.org/W1976708684","https://openalex.org/W1997488488"],"abstract_inverted_index":{"Traditional":[0],"image":[1,61,86,114],"compositing":[2],"techniques,":[3],"such":[4],"as":[5],"alpha":[6],"matting":[7],"and":[8,110,132],"gradient":[9],"domain":[10],"compositing,":[11],"are":[12],"used":[13,144],"to":[14,24,80,87,145],"create":[15],"composites":[16,148],"that":[17,48,77,91],"have":[18],"plausible":[19],"boundaries.":[20],"But":[21],"when":[22],"applied":[23],"images":[25,55],"taken":[26],"from":[27,123],"different":[28,33,157],"sources":[29],"or":[30],"shot":[31],"under":[32],"conditions,":[34],"these":[35],"techniques":[36],"can":[37,105,119,142],"produce":[38,146],"unrealistic":[39],"results.":[40],"In":[41],"this":[42,71],"work,":[43],"we":[44,59,104],"present":[45],"a":[46,57,74,98,154],"framework":[47,72,141],"explicitly":[49],"matches":[50],"the":[51,68,82,95,124,139],"visual":[52],"appearance":[53,83],"of":[54,70,84,97,101,156],"through":[56],"process":[58],"call":[60],"harmonization":[62],",":[63],"before":[64],"blending":[65],"them.":[66],"At":[67],"heart":[69],"is":[73],"multi-scale":[75],"technique":[76],"allows":[78],"us":[79],"transfer":[81],"one":[85],"another.":[88],"We":[89,136],"show":[90,137],"by":[92],"carefully":[93],"manipulating":[94],"scales":[96],"pyramid":[99,126],"decomposition":[100],"an":[102],"image,":[103],"match":[106],"contrast,":[107],"texture,":[108],"noise,":[109],"blur,":[111],"while":[112,128],"avoiding":[113],"artifacts.":[115],"The":[116],"output":[117],"composite":[118],"then":[120],"be":[121,143],"reconstructed":[122],"modified":[125],"coefficients":[127],"enforcing":[129],"both":[130],"alpha-based":[131],"seamless":[133],"boundary":[134],"constraints.":[135],"how":[138],"proposed":[140],"realistic":[147],"with":[149],"minimal":[150],"user":[151],"interaction":[152],"in":[153],"number":[155],"scenarios.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":19},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":8}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}
