{"id":"https://openalex.org/W4360993637","doi":"https://doi.org/10.1109/tmm.2023.3262185","title":"Region-Aware Portrait Retouching With Sparse Interactive Guidance","display_name":"Region-Aware Portrait Retouching With Sparse Interactive Guidance","publication_year":2023,"publication_date":"2023-03-27","ids":{"openalex":"https://openalex.org/W4360993637","doi":"https://doi.org/10.1109/tmm.2023.3262185"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2023.3262185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3262185","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-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/A5049731676","display_name":"H. Zeng","orcid":"https://orcid.org/0009-0002-7101-0495"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huimin Zeng","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China","Department of Electronic Engineer and Information Science, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0002-7101-0495","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Department of Electronic Engineer and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033737940","display_name":"Jie Huang","orcid":"https://orcid.org/0000-0002-3518-3404"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Huang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China","Department of Electronic Engineer and Information Science, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-3518-3404","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Department of Electronic Engineer and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017417267","display_name":"Jiacheng Li","orcid":"https://orcid.org/0000-0002-4215-6754"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiacheng Li","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China","Department of Electronic Engineer and Information Science, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-4215-6754","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Department of Electronic Engineer and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008612863","display_name":"Zhiwei Xiong","orcid":"https://orcid.org/0000-0002-9787-7460"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Xiong","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China","Department of Electronic Engineer and Information Science, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-9787-7460","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Department of Electronic Engineer and Information Science, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.6382,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.68748402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":null,"first_page":"127","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9990000128746033,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9990000128746033,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9958000183105469,"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":0.9846000075340271,"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/computer-science","display_name":"Computer science","score":0.8289739489555359},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6172139048576355},{"id":"https://openalex.org/keywords/portrait","display_name":"Portrait","score":0.5534572005271912},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5453488230705261},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4804229736328125},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47454318404197693},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4694984257221222},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4356170892715454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42531874775886536}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8289739489555359},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6172139048576355},{"id":"https://openalex.org/C162462552","wikidata":"https://www.wikidata.org/wiki/Q134307","display_name":"Portrait","level":2,"score":0.5534572005271912},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5453488230705261},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4804229736328125},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47454318404197693},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4694984257221222},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4356170892715454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42531874775886536},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2023.3262185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2023.3262185","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G4810870800","display_name":null,"funder_award_id":"62131003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6308808780","display_name":null,"funder_award_id":"62021001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1977725648","https://openalex.org/W1982471090","https://openalex.org/W2102166818","https://openalex.org/W2133665775","https://openalex.org/W2194775991","https://openalex.org/W2552290192","https://openalex.org/W2565312867","https://openalex.org/W2607202125","https://openalex.org/W2735974062","https://openalex.org/W2739722733","https://openalex.org/W2763110165","https://openalex.org/W2798844427","https://openalex.org/W2807563922","https://openalex.org/W2884585870","https://openalex.org/W2901505625","https://openalex.org/W2962737447","https://openalex.org/W2963156339","https://openalex.org/W2963800363","https://openalex.org/W2964060609","https://openalex.org/W2972043148","https://openalex.org/W2989676862","https://openalex.org/W2990269423","https://openalex.org/W3000996870","https://openalex.org/W3009375329","https://openalex.org/W3024380564","https://openalex.org/W3035229960","https://openalex.org/W3048489162","https://openalex.org/W3088065502","https://openalex.org/W3088478528","https://openalex.org/W3089217465","https://openalex.org/W3092800311","https://openalex.org/W3107259129","https://openalex.org/W3107787544","https://openalex.org/W3109673223","https://openalex.org/W3132926949","https://openalex.org/W3138516171","https://openalex.org/W3158773097","https://openalex.org/W3163547207","https://openalex.org/W3166789519","https://openalex.org/W3169823210","https://openalex.org/W3172619439","https://openalex.org/W3173562028","https://openalex.org/W3176096490","https://openalex.org/W3176674719","https://openalex.org/W3177421482","https://openalex.org/W3183537987","https://openalex.org/W3195085462","https://openalex.org/W3199099914","https://openalex.org/W3210551775","https://openalex.org/W3213143587","https://openalex.org/W4214665850","https://openalex.org/W4214738329","https://openalex.org/W4230472795","https://openalex.org/W4280579728","https://openalex.org/W6747837551","https://openalex.org/W6785142166","https://openalex.org/W6803601828"],"related_works":["https://openalex.org/W3169920643","https://openalex.org/W2360001249","https://openalex.org/W594086971","https://openalex.org/W2031725242","https://openalex.org/W2315550989","https://openalex.org/W2141684174","https://openalex.org/W27177127","https://openalex.org/W4383739071","https://openalex.org/W2358709380","https://openalex.org/W2950297322"],"abstract_inverted_index":{"Portrait":[0],"retouching":[1,24,34,75,82,109,169],"aims":[2],"to":[3,134,154,172],"improve":[4],"the":[5,23,65,72,137,167],"aesthetic":[6],"quality":[7],"of":[8,67],"input":[9],"portrait":[10,33,74],"photos":[11],"and":[12,26,45,70,90,105,125,151],"especially":[13],"requires":[14],"human-region":[15],"priority.":[16],"The":[17,94,113],"deep":[18],"learning-based":[19],"methods":[20,35,170],"largely":[21],"elevate":[22],"efficiency":[25],"provide":[27],"promising":[28],"retouched":[29],"results.":[30],"However,":[31],"existing":[32],"focus":[36],"on":[37],"automatic":[38,88,95,107,163],"retouching,":[39],"which":[40,101],"treats":[41],"all":[42],"human-regions":[43],"equally":[44],"ignores":[46],"users'":[47,68,149],"preferences":[48],"for":[49],"specific":[50],"individuals,":[51],"thus":[52],"suffering":[53],"from":[54],"limited":[55],"flexibility":[56],"in":[57],"interactive":[58,73,92,114,145],"scenarios.":[59],"In":[60],"this":[61],"work,":[62],"we":[63,78],"emphasize":[64,136],"importance":[66],"intents":[69,150],"explore":[71],"task.":[76],"Specifically,":[77],"propose":[79],"a":[80,121,130],"region-aware":[81,108],"framework":[83],"with":[84,129,157],"two":[85],"branches:":[86],"an":[87,91,98],"branch":[89,96,115,146,164],"branch.":[93],"involves":[97],"encoding-decoding":[99],"process,":[100],"searches":[102],"region":[103,131],"candidates":[104],"performs":[106],"without":[110],"user":[111,118,159],"guidance.":[112],"encodes":[116],"sparse":[117,158],"guidance":[119],"into":[120],"priority":[122],"condition":[123],"vector":[124],"modulates":[126],"latent":[127],"features":[128],"selection":[132],"module":[133],"further":[135],"user-specified":[138],"regions.":[139],"Experimental":[140],"results":[141],"show":[142],"that":[143],"our":[144,162],"effectively":[147],"captures":[148],"generalizes":[152],"well":[153],"unseen":[155],"scenes":[156],"guidance,":[160],"while":[161],"also":[165],"outperforms":[166],"state-of-the-art":[168],"due":[171],"improved":[173],"region-awareness.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
