{"id":"https://openalex.org/W4411551429","doi":"https://doi.org/10.1109/cscwd64889.2025.11033307","title":"MaskEdit: High Fidelity Semantic Image Editing Based on Mask Guidance","display_name":"MaskEdit: High Fidelity Semantic Image Editing Based on Mask Guidance","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4411551429","doi":"https://doi.org/10.1109/cscwd64889.2025.11033307"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd64889.2025.11033307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033307","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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":null,"display_name":"Songlin Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songlin Tong","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University,Harbin,China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694693","display_name":"Meiling Liu","orcid":"https://orcid.org/0000-0003-4208-7274"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiling Liu","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University,Harbin,China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101612427","display_name":"Ying Zeng","orcid":"https://orcid.org/0000-0002-9358-8047"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zeng","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University,Harbin,China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048243922","display_name":"Jiyun Zhou","orcid":"https://orcid.org/0000-0002-2145-2976"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiyun Zhou","raw_affiliation_strings":["D Lieber Institute, Johns Hopkins University,Baltimore,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D Lieber Institute, Johns Hopkins University,Baltimore,USA","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"385","last_page":"390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9804999828338623,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9804999828338623,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9735999703407288,"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":0.949999988079071,"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":0.7936865091323853},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.6319441795349121},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5896492004394531},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5732116103172302},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5050399899482727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4854462742805481},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.4264228343963623},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.41605526208877563},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07214954495429993},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06269153952598572}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7936865091323853},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.6319441795349121},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5896492004394531},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5732116103172302},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5050399899482727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4854462742805481},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.4264228343963623},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.41605526208877563},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07214954495429993},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06269153952598572},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd64889.2025.11033307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033307","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2962785568","https://openalex.org/W2985068832","https://openalex.org/W3035653890","https://openalex.org/W3191805365","https://openalex.org/W3200976263","https://openalex.org/W4285124635","https://openalex.org/W4285981780","https://openalex.org/W4312933868","https://openalex.org/W4385271134","https://openalex.org/W4386083141","https://openalex.org/W4390873319"],"related_works":["https://openalex.org/W4313443006","https://openalex.org/W2945374968","https://openalex.org/W4293777179","https://openalex.org/W4385452045","https://openalex.org/W2164070813","https://openalex.org/W2135608140","https://openalex.org/W4319453795","https://openalex.org/W2895525995","https://openalex.org/W2332512904","https://openalex.org/W4224231624"],"abstract_inverted_index":{"Building":[0],"on":[1,135],"the":[2,31,35,40,73,78,95,104,110,114,120,125,136],"success":[3],"of":[4,39,113,128],"large":[5],"scale":[6],"language":[7],"image":[8,12,97,151],"models,":[9],"current":[10],"semantic":[11],"editing":[13,19,32,74,89,99,132,148],"methods":[14,25,145],"achieve":[15],"intuitive":[16],"and":[17,84,98,150],"universal":[18],"through":[20],"diffusion":[21,79],"models.":[22],"However,":[23],"most":[24],"require":[26],"providing":[27],"masks":[28],"to":[29,46,90,108],"highlight":[30],"areas":[33],"or":[34],"original":[36,96],"text":[37],"prompts":[38],"input":[41,115],"images,":[42],"making":[43],"it":[44],"difficult":[45],"ensure":[47],"high":[48],"fidelity.":[49,133,152],"This":[50],"paper":[51],"proposes":[52],"MaskEdit,":[53],"a":[54,69],"new":[55],"method":[56],"that":[57,71,140],"combines":[58],"automatic":[59],"mask":[60,63,70,107],"generation":[61],"with":[62,93],"guided":[64],"inversion.":[65],"MaskEdit":[66,102,141],"automatically":[67,105],"generates":[68],"emphasizes":[72],"area":[75,122],"by":[76],"comparing":[77],"model":[80],"predictions":[81],"under":[82],"positive":[83],"negative":[85],"guidance":[86],"scales,":[87],"allowing":[88],"be":[91],"performed":[92],"only":[94],"commands.":[100],"Additionally,":[101],"utilizes":[103],"generated":[106],"guide":[109],"inversion":[111],"process":[112],"image,":[116],"adding":[117],"noise":[118],"within":[119],"masked":[121],"while":[123],"retaining":[124],"parts":[126],"outside":[127],"it,":[129],"thereby":[130],"improving":[131],"Experiments":[134],"ImageNet":[137],"dataset":[138],"demonstrate":[139],"outperforms":[142],"existing":[143],"baseline":[144],"in":[146],"both":[147],"performance":[149]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
