{"id":"https://openalex.org/W4403777377","doi":"https://doi.org/10.1111/cgf.15251","title":"SOD\u2010diffusion: Salient Object Detection via Diffusion\u2010Based Image Generators","display_name":"SOD\u2010diffusion: Salient Object Detection via Diffusion\u2010Based Image Generators","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403777377","doi":"https://doi.org/10.1111/cgf.15251"},"language":"en","primary_location":{"id":"doi:10.1111/cgf.15251","doi":"https://doi.org/10.1111/cgf.15251","is_oa":false,"landing_page_url":"https://doi.org/10.1111/cgf.15251","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},"volume":null,"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/A5100450349","display_name":"Shuo Zhang","orcid":"https://orcid.org/0000-0001-8523-4903","observed_orcids":["https://orcid.org/0000-0001-8523-4903"]},"institutions":[{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Zhang","raw_affiliation_strings":["Huolala  Shenzhen China","Shanghai Key Laboratory of Trustworthy Computing East China Normal University  Shanghai China","Huolala, Shenzhen, China","Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8523-4903","affiliations":[{"raw_affiliation_string":"Huolala  Shenzhen China","institution_ids":[]},{"raw_affiliation_string":"Shanghai Key Laboratory of Trustworthy Computing East China Normal University  Shanghai China","institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"]},{"raw_affiliation_string":"Huolala, Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673241","display_name":"Jiaming Huang","orcid":"https://orcid.org/0009-0008-4993-760X","observed_orcids":["https://orcid.org/0009-0008-4993-760X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiaming Huang","raw_affiliation_strings":["Huolala  Shenzhen China","Huolala, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0008-4993-760X","affiliations":[{"raw_affiliation_string":"Huolala  Shenzhen China","institution_ids":[]},{"raw_affiliation_string":"Huolala, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101776086","display_name":"Shizhe Chen","orcid":"https://orcid.org/0000-0002-7313-9703","observed_orcids":["https://orcid.org/0000-0002-7313-9703"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shizhe Chen","raw_affiliation_strings":["Huolala  Shenzhen China","Huolala, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huolala  Shenzhen China","institution_ids":[]},{"raw_affiliation_string":"Huolala, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047015759","display_name":"Yan Wu","orcid":"https://orcid.org/0000-0003-4293-9430","observed_orcids":["https://orcid.org/0000-0003-4293-9430"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan Wu","raw_affiliation_strings":["Huolala  Shenzhen China","Huolala, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huolala  Shenzhen China","institution_ids":[]},{"raw_affiliation_string":"Huolala, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tao Hu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tao Hu","raw_affiliation_strings":["Huolala  Shenzhen China","Huolala, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huolala  Shenzhen China","institution_ids":[]},{"raw_affiliation_string":"Huolala, Shenzhen, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100375018","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0002-5347-8281","observed_orcids":["https://orcid.org/0000-0002-5347-8281"]},"institutions":[{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Liu","raw_affiliation_strings":["Shanghai Key Laboratory of Trustworthy Computing East China Normal University  Shanghai China","Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5347-8281","affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Trustworthy Computing East China Normal University  Shanghai China","institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Trustworthy Computing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100375018"],"corresponding_institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"],"apc_list":{"value":3710,"currency":"USD","value_usd":3710},"apc_paid":null,"fwci":0.5648,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63706339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"43","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994999766349792,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994999766349792,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.00019999999494757503,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.0,"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/salient-object-detection","display_name":"salient object detection","score":1.0},{"id":"https://openalex.org/keywords/salient-object-segmentation","display_name":"salient object segmentation","score":0.7789999842643738},{"id":"https://openalex.org/keywords/diffusion-models","display_name":"diffusion models","score":0.7739999890327454},{"id":"https://openalex.org/keywords/image-to-image-translation","display_name":"image-to-image translation","score":0.5440000295639038},{"id":"https://openalex.org/keywords/fine-tuning","display_name":"fine-tuning","score":0.5960000157356262},{"id":"https://openalex.org/keywords/edge-prediction","display_name":"edge prediction","score":0.5019999742507935}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.679650604724884},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6475688219070435},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.6211332082748413},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.618858277797699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5679836273193359},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4378202259540558},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42567214369773865},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3469299376010895},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08143168687820435},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/cgf.15251","doi":"https://doi.org/10.1111/cgf.15251","is_oa":false,"landing_page_url":"https://doi.org/10.1111/cgf.15251","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G205818515","display_name":null,"funder_award_id":"62132014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3556809046","display_name":null,"funder_award_id":"2022YFC3302600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4844286744","display_name":"\u4fe1\u606f\u7269\u7406\u7cfb\u7edf\u65f6\u7a7a\u5efa\u6a21\u4e0e\u9a8c\u8bc1\u5173\u952e\u95ee\u9898\u7814\u7a76","funder_award_id":"61972150","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"},{"id":"https://openalex.org/F4320329878","display_name":"Central University Basic Research Fund of China","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1894057436","https://openalex.org/W2086791339","https://openalex.org/W2100470808","https://openalex.org/W2518770889","https://openalex.org/W2612390049","https://openalex.org/W2884585870","https://openalex.org/W2938260698","https://openalex.org/W2998449272","https://openalex.org/W3025800305","https://openalex.org/W3113755791","https://openalex.org/W3138516171","https://openalex.org/W3162926177","https://openalex.org/W3165309286","https://openalex.org/W3173370190","https://openalex.org/W3173882198","https://openalex.org/W3202145677","https://openalex.org/W3205387145","https://openalex.org/W4226014430","https://openalex.org/W4235375376","https://openalex.org/W4239147634","https://openalex.org/W4285707627","https://openalex.org/W4302009328","https://openalex.org/W4306820534","https://openalex.org/W4310733671","https://openalex.org/W4312497550","https://openalex.org/W4313546627","https://openalex.org/W4313886688","https://openalex.org/W4315606099","https://openalex.org/W4319879007","https://openalex.org/W4382568144","https://openalex.org/W4385686754","https://openalex.org/W4386057714","https://openalex.org/W4386066371","https://openalex.org/W4386072314","https://openalex.org/W4386075819","https://openalex.org/W4386076434","https://openalex.org/W4386813775","https://openalex.org/W4388968643","https://openalex.org/W4389104841","https://openalex.org/W4389374674","https://openalex.org/W4390872147","https://openalex.org/W4390872460","https://openalex.org/W4390872563","https://openalex.org/W4390872682","https://openalex.org/W4390872876","https://openalex.org/W4391021462","https://openalex.org/W4391305822","https://openalex.org/W4402753759","https://openalex.org/W4403791568","https://openalex.org/W6795288823","https://openalex.org/W6838883754","https://openalex.org/W7133212955"],"related_works":["https://openalex.org/W2329500892","https://openalex.org/W28991112","https://openalex.org/W2370726991","https://openalex.org/W2369710579","https://openalex.org/W4327728159","https://openalex.org/W4394266730","https://openalex.org/W1990856605","https://openalex.org/W2053783616","https://openalex.org/W2545348020","https://openalex.org/W2380243858"],"abstract_inverted_index":{"Abstract":[0],"Salient":[1],"Object":[2],"Detection":[3],"(SOD)":[4],"is":[5],"a":[6,46,55,106],"challenging":[7],"task":[8],"that":[9,49,133,163],"aims":[10],"to":[11,62,72,82,87,110,141,156],"precisely":[12],"identify":[13],"and":[14,33,78,105],"segment":[15],"the":[16,31,79,93,116,147],"salient":[17,51],"objects.":[18],"However,":[19],"existing":[20],"SOD":[21,129,168],"methods":[22],"still":[23],"face":[24],"challenges":[25],"in":[26,75],"making":[27],"explicit":[28],"predictions":[29],"near":[30],"edges":[32],"often":[34],"lack":[35],"end\u2010to\u2010end":[36],"training":[37],"capabilities.":[38],"To":[39,91],"alleviate":[40],"these":[41],"problems,":[42],"we":[43,97,153],"propose":[44],"SOD\u2010diffusion,":[45,152],"novel":[47],"framework":[48],"formulates":[50],"object":[52,63,66,89],"detection":[53],"as":[54,165],"denoising":[56,94],"diffusion":[57,120],"process":[58,86],"from":[59,69,115],"noisy":[60],"masks":[61,67,71,162],"masks.":[64,90],"Specifically,":[65],"diffuse":[68],"ground\u2010truth":[70],"random":[73],"distribution":[74],"latent":[76],"space,":[77],"model":[80],"learns":[81],"reverse":[83],"this":[84],"noising":[85],"reconstruct":[88],"enhance":[92],"learning":[95],"process,":[96],"design":[98],"an":[99,166],"attention":[100],"feature":[101],"interaction":[102],"module":[103],"(AFIM)":[104],"specific":[107],"fine\u2010tuning":[108],"protocol":[109],"integrate":[111],"conditional":[112],"semantic":[113],"features":[114],"input":[117],"image":[118],"with":[119],"noise":[121],"embedding.":[122],"Extensive":[123],"experiments":[124],"on":[125],"five":[126],"widely":[127],"used":[128],"benchmark":[130,169],"datasets":[131],"demonstrate":[132],"our":[134],"proposed":[135],"SOD\u2010diffusion":[136],"achieves":[137],"favorable":[138],"performance":[139],"compared":[140],"previous":[142],"well\u2010established":[143],"methods.":[144],"Furthermore,":[145],"leveraging":[146],"outstanding":[148],"generalization":[149],"capability":[150],"of":[151],"applied":[154],"it":[155],"publicly":[157],"available":[158],"images,":[159],"generating":[160],"high\u2010quality":[161],"serve":[164],"additional":[167],"testset.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
