{"id":"https://openalex.org/W4388185993","doi":"https://doi.org/10.1145/3581783.3612398","title":"Draw2Edit: Mask-Free Sketch-Guided Image Manipulation","display_name":"Draw2Edit: Mask-Free Sketch-Guided Image Manipulation","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4388185993","doi":"https://doi.org/10.1145/3581783.3612398"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612398","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1959.4/106938","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073397453","display_name":"Yiwen Xu","orcid":"https://orcid.org/0000-0002-7914-3594"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yiwen Xu","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7914-3594","affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083640035","display_name":"Ruoyu Guo","orcid":"https://orcid.org/0009-0000-0335-4259"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ruoyu Guo","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0009-0000-0335-4259","affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069777357","display_name":"Maurice Pagnucco","orcid":"https://orcid.org/0000-0001-7712-6646"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Maurice Pagnucco","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-7712-6646","affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041567418","display_name":"Yang Song","orcid":"https://orcid.org/0000-0003-1283-1672"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yang Song","raw_affiliation_strings":["University of New South Wales, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1283-1672","affiliations":[{"raw_affiliation_string":"University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I31746571"],"apc_list":null,"apc_paid":null,"fwci":0.3214,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58033383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"7205","last_page":"7215"},"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":0.9988999962806702,"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":0.9988999962806702,"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":0.9961000084877014,"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":0.9944999814033508,"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/sketch","display_name":"Sketch","score":0.9220787286758423},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.9148978590965271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8549127578735352},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.8103677034378052},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.677442729473114},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6607365608215332},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6081682443618774},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5664082765579224},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5481857657432556},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5476034879684448},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10025301575660706},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08306443691253662}],"concepts":[{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.9220787286758423},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.9148978590965271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8549127578735352},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.8103677034378052},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.677442729473114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6607365608215332},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6081682443618774},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5664082765579224},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5481857657432556},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5476034879684448},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10025301575660706},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08306443691253662},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3581783.3612398","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/106938","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/106938","pdf_url":null,"source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"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":"Proceedings of the 31st ACM International Conference on Multimedia, CANADA, Ottawa, 2023-10-29 - 2023-11-03","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/106938","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/106938","pdf_url":null,"source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"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":"Proceedings of the 31st ACM International Conference on Multimedia, CANADA, Ottawa, 2023-10-29 - 2023-11-03","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W2133665775","https://openalex.org/W2152259846","https://openalex.org/W2183341477","https://openalex.org/W2466618734","https://openalex.org/W2467281799","https://openalex.org/W2535388113","https://openalex.org/W2557414982","https://openalex.org/W2732026016","https://openalex.org/W2738588019","https://openalex.org/W2796286534","https://openalex.org/W2798365772","https://openalex.org/W2904433806","https://openalex.org/W2953881420","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2962927829","https://openalex.org/W2962974533","https://openalex.org/W2963037581","https://openalex.org/W2963073614","https://openalex.org/W2963163163","https://openalex.org/W2963168844","https://openalex.org/W2963420272","https://openalex.org/W2963522749","https://openalex.org/W2963800363","https://openalex.org/W2964148878","https://openalex.org/W2981682056","https://openalex.org/W2982763192","https://openalex.org/W2989505547","https://openalex.org/W2990726365","https://openalex.org/W2997669187","https://openalex.org/W2998075999","https://openalex.org/W2999905431","https://openalex.org/W3034419329","https://openalex.org/W3035426499","https://openalex.org/W3036656500","https://openalex.org/W3093425017","https://openalex.org/W3106725490","https://openalex.org/W3109637563","https://openalex.org/W3111079994","https://openalex.org/W3171933509","https://openalex.org/W3173293964","https://openalex.org/W3174125621","https://openalex.org/W3174754903","https://openalex.org/W3175375202","https://openalex.org/W4214736933","https://openalex.org/W4214774769","https://openalex.org/W4234552385","https://openalex.org/W4236288244","https://openalex.org/W4312730263","https://openalex.org/W6750139879"],"related_works":["https://openalex.org/W2380775572","https://openalex.org/W2213520135","https://openalex.org/W2244018504","https://openalex.org/W4242046654","https://openalex.org/W3174923100","https://openalex.org/W3134074939","https://openalex.org/W2117562399","https://openalex.org/W4298074124","https://openalex.org/W3214306048","https://openalex.org/W2907830442"],"abstract_inverted_index":{"Sketch-based":[0],"image":[1,8,26,34,56,99],"modification":[2,57,100],"is":[3,184],"an":[4],"interactive":[5],"approach":[6],"for":[7,146,153],"editing,":[9],"where":[10],"users":[11],"indicate":[12],"their":[13],"intention":[14],"of":[15,75,108,112,140],"modifications":[16],"in":[17,175],"the":[18,24,29,32,37,45,55,70,80,88,118,125,138,150],"images":[19,113,145],"by":[20],"drawing":[21,107],"sketches":[22,109,132,143],"on":[23,36,161],"input":[25,38],"and":[27,110,133,144,168,170,179],"then":[28],"model":[30,81],"generates":[31],"modified":[33,49],"based":[35],"sketch.":[39],"Existing":[40],"methods":[41],"often":[42],"necessitate":[43],"specifying":[44],"region":[46],"to":[47,82,128],"be":[48],"through":[50],"a":[51,60,68,96],"pixel-level":[52,115],"mask,":[53],"transforming":[54],"process":[58],"into":[59],"sketch-based":[61],"inpainting":[62,164],"task.":[63],"Such":[64],"approaches,":[65],"however,":[66],"present":[67],"limitation:":[69],"mask":[71],"can":[72],"cause":[73],"loss":[74],"essential":[76],"semantic":[77],"information,":[78],"compelling":[79],"perform":[83],"restoration":[84],"rather":[85],"than":[86],"editing":[87,111,119],"image.":[89],"To":[90],"address":[91],"this":[92],"challenge,":[93],"we":[94,123],"propose":[95],"novel":[97],"mask-free":[98],"method,":[101],"named":[102],"Draw2Edit,":[103],"which":[104],"enables":[105],"direct":[106],"without":[114],"masks,":[116],"simplifying":[117],"process.":[120],"In":[121],"addition,":[122],"employ":[124],"free-form":[126],"deformation":[127],"generate":[129],"structurally":[130],"corresponding":[131],"training":[134,147],"images,":[135],"effectively":[136],"addressing":[137],"challenge":[139],"collecting":[141],"paired":[142],"while":[148],"enhancing":[149],"model's":[151],"effectiveness":[152],"sketch-guided":[154,163],"tasks.":[155],"We":[156],"evaluate":[157],"our":[158],"proposed":[159],"method":[160],"commonly-used":[162],"datasets,":[165],"including":[166],"CelebA-HQ":[167],"Places2,":[169],"demonstrate":[171],"its":[172],"state-of-the-art":[173],"performance":[174],"both":[176],"quantitative":[177],"evaluation":[178],"user":[180],"studies.":[181],"Our":[182],"code":[183],"available":[185],"at":[186],"https://github.com/YiwenXu/Draw2Edit.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
