{"id":"https://openalex.org/W4389549852","doi":"https://doi.org/10.1145/3610548.3618180","title":"Diffusing Colors: Image Colorization with Text Guided Diffusion","display_name":"Diffusing Colors: Image Colorization with Text Guided Diffusion","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4389549852","doi":"https://doi.org/10.1145/3610548.3618180"},"language":"en","primary_location":{"id":"doi:10.1145/3610548.3618180","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3610548.3618180","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Conference Papers","raw_type":"proceedings-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/A5014378041","display_name":"Nir Zabari","orcid":"https://orcid.org/0000-0001-5414-0680"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nir Zabari","raw_affiliation_strings":["Lightricks, Israel"],"affiliations":[{"raw_affiliation_string":"Lightricks, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089485508","display_name":"Aharon Azulay","orcid":"https://orcid.org/0000-0003-4421-8477"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aharon Azulay","raw_affiliation_strings":["Lightricks, Israel"],"affiliations":[{"raw_affiliation_string":"Lightricks, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093452706","display_name":"Alexey Gorkor","orcid":"https://orcid.org/0009-0003-4134-3472"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexey Gorkor","raw_affiliation_strings":["Lightricks, Israel"],"affiliations":[{"raw_affiliation_string":"Lightricks, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060032514","display_name":"Tavi Halperin","orcid":"https://orcid.org/0000-0001-9288-5392"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tavi Halperin","raw_affiliation_strings":["Lightricks, Israel"],"affiliations":[{"raw_affiliation_string":"Lightricks, Israel","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021513418","display_name":"Ohad Fried","orcid":"https://orcid.org/0000-0001-7109-4006"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ohad Fried","raw_affiliation_strings":["Reichman University, Israel"],"affiliations":[{"raw_affiliation_string":"Reichman University, Israel","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014378041"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2064,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.9008651,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"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":0.9991999864578247,"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":0.9991999864578247,"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/T11019","display_name":"Image Enhancement Techniques","score":0.991100013256073,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.987500011920929,"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":0.7879224419593811},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6862491369247437},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.6322843432426453},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5343453288078308},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4841104745864868},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4731529653072357},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45265430212020874},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.43263426423072815},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.42702940106391907},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3948199152946472},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34799355268478394},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.3291547894477844},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08401229977607727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7879224419593811},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6862491369247437},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.6322843432426453},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5343453288078308},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4841104745864868},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4731529653072357},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45265430212020874},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.43263426423072815},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.42702940106391907},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3948199152946472},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34799355268478394},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.3291547894477844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08401229977607727},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3610548.3618180","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3610548.3618180","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Conference Papers","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":14,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2245625259","https://openalex.org/W2612063021","https://openalex.org/W3135367836","https://openalex.org/W3175528029","https://openalex.org/W3216352822","https://openalex.org/W4230012894","https://openalex.org/W4246399762","https://openalex.org/W4311805952","https://openalex.org/W4311806086","https://openalex.org/W4312783155","https://openalex.org/W4312898263","https://openalex.org/W4386075631","https://openalex.org/W6603963165"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W2087346071","https://openalex.org/W2967848559","https://openalex.org/W4299831724","https://openalex.org/W4283803360"],"abstract_inverted_index":{"The":[0],"colorization":[1,41,57,75,113],"of":[2,69,91,140,145],"grayscale":[3],"images":[4],"is":[5],"a":[6,38,80,99,128],"complex":[7],"and":[8,28,84,94,104,161],"subjective":[9],"task":[10,114],"with":[11,21,26,48],"significant":[12],"challenges.":[13],"Despite":[14],"recent":[15],"progress":[16],"in":[17,89],"employing":[18],"large-scale":[19],"datasets":[20],"deep":[22],"neural":[23],"networks,":[24],"difficulties":[25],"controllability":[27],"visual":[29,92],"quality":[30,93],"persist.":[31],"To":[32],"tackle":[33],"these":[34],"issues,":[35],"we":[36,107,126],"present":[37,127],"novel":[39,129],"image":[40,45,163],"framework":[42],"that":[43,59,106,133],"utilizes":[44],"diffusion":[46],"techniques":[47,88],"granular":[49],"text":[50,123],"prompts.":[51,124],"This":[52],"integration":[53],"not":[54],"only":[55],"produces":[56],"outputs":[58],"are":[60],"semantically":[61],"appropriate":[62],"but":[63],"also":[64],"greatly":[65],"improves":[66],"the":[67,74,112,141,149],"level":[68,144],"control":[70],"users":[71],"have":[72],"over":[73],"process.":[76],"Our":[77,153],"method":[78],"provides":[79],"balance":[81],"between":[82],"automation":[83],"control,":[85],"outperforming":[86],"existing":[87],"terms":[90],"semantic":[95],"coherence.":[96],"We":[97],"leverage":[98],"pretrained":[100],"generative":[101,118],"Diffusion":[102],"Model,":[103],"show":[105],"can":[108],"finetune":[109],"it":[110],"for":[111,158],"without":[115],"losing":[116],"its":[117],"power":[119],"or":[120],"attention":[121],"to":[122],"Moreover,":[125],"CLIP-based":[130],"ranking":[131],"model":[132],"evaluates":[134],"color":[135,159],"vividness,":[136],"enabling":[137],"automatic":[138],"selection":[139],"most":[142],"suitable":[143],"vividness":[146],"based":[147],"on":[148],"specific":[150],"scene":[151],"semantics.":[152],"approach":[154],"holds":[155],"potential":[156],"particularly":[157],"enhancement":[160],"historical":[162],"colorization.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":2}],"updated_date":"2026-02-28T09:26:25.869077","created_date":"2025-10-10T00:00:00"}