{"id":"https://openalex.org/W4400276329","doi":"https://doi.org/10.1109/tvcg.2024.3422079","title":"Single-Image SVBRDF Estimation Using Auxiliary Renderings as Intermediate Targets","display_name":"Single-Image SVBRDF Estimation Using Auxiliary Renderings as Intermediate Targets","publication_year":2024,"publication_date":"2024-07-03","ids":{"openalex":"https://openalex.org/W4400276329","doi":"https://doi.org/10.1109/tvcg.2024.3422079","pmid":"https://pubmed.ncbi.nlm.nih.gov/38959138"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2024.3422079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3422079","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5083221103","display_name":"Yongwei Nie","orcid":"https://orcid.org/0000-0002-8922-3205"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongwei Nie","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-8922-3205","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiaqi Yu","orcid":"https://orcid.org/0009-0009-3991-3097"},"institutions":[{"id":"https://openalex.org/I4210091137","display_name":"NetEase (China)","ror":"https://ror.org/00fp6fj05","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091137"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Yu","raw_affiliation_strings":["NetEase Games, Guangzhou, Guangdong, China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0009-3991-3097","affiliations":[{"raw_affiliation_string":"NetEase Games, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I4210091137"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027540915","display_name":"Chengjiang Long","orcid":"https://orcid.org/0000-0003-1584-7290"},"institutions":[{"id":"https://openalex.org/I4210128585","display_name":"META Health","ror":"https://ror.org/035h67p10","country_code":"US","type":"other","lineage":["https://openalex.org/I4210128585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chengjiang Long","raw_affiliation_strings":["Meta Reality Labs, Burlingame, CA, USA","Meta Reality Labs, USA"],"raw_orcid":"https://orcid.org/0000-0003-1584-7290","affiliations":[{"raw_affiliation_string":"Meta Reality Labs, Burlingame, CA, USA","institution_ids":["https://openalex.org/I4210128585"]},{"raw_affiliation_string":"Meta Reality Labs, USA","institution_ids":["https://openalex.org/I4210128585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358770","display_name":"Qing Zhang","orcid":"https://orcid.org/0000-0001-5312-2800"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China","School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5312-2800","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067363489","display_name":"Guiqing Li","orcid":"https://orcid.org/0000-0002-4598-1522"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiqing Li","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-4598-1522","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046396291","display_name":"Hongmin Cai","orcid":"https://orcid.org/0000-0002-2747-7234"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongmin Cai","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-2747-7234","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.509,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89050027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"31","issue":"9","first_page":"4908","last_page":"4922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9984999895095825,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.993399977684021,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9921000003814697,"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":0.7540788650512695},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.6229506731033325},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5464783906936646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5081861019134521},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4809660017490387},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4610291123390198},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4504738748073578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7540788650512695},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.6229506731033325},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5464783906936646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5081861019134521},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4809660017490387},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4610291123390198},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4504738748073578},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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":2,"locations":[{"id":"doi:10.1109/tvcg.2024.3422079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3422079","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:38959138","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38959138","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G357971821","display_name":null,"funder_award_id":"62325204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3929862760","display_name":null,"funder_award_id":"U21A20520","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G711984635","display_name":"\u57fa\u4e8e\u7269\u4f53\u65f6\u79fb\u7684\u7e41\u5fd9\u76d1\u63a7\u89c6\u9891\u6458\u8981\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62072191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G943449154","display_name":null,"funder_award_id":"2022YFE0112200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W1486787228","https://openalex.org/W1557590941","https://openalex.org/W1855087183","https://openalex.org/W1901129140","https://openalex.org/W1980466170","https://openalex.org/W1994352258","https://openalex.org/W2000123870","https://openalex.org/W2024688693","https://openalex.org/W2091526941","https://openalex.org/W2097376033","https://openalex.org/W2104587129","https://openalex.org/W2120448006","https://openalex.org/W2120978234","https://openalex.org/W2128333754","https://openalex.org/W2148494439","https://openalex.org/W2159004935","https://openalex.org/W2197110667","https://openalex.org/W2295045277","https://openalex.org/W2344854399","https://openalex.org/W2402026173","https://openalex.org/W2475362300","https://openalex.org/W2550785077","https://openalex.org/W2601564443","https://openalex.org/W2611752399","https://openalex.org/W2777426790","https://openalex.org/W2810300686","https://openalex.org/W2811490555","https://openalex.org/W2898348749","https://openalex.org/W2902375431","https://openalex.org/W2902972464","https://openalex.org/W2903365351","https://openalex.org/W2958302123","https://openalex.org/W2963650738","https://openalex.org/W2965557046","https://openalex.org/W2969444816","https://openalex.org/W2983340109","https://openalex.org/W3015046124","https://openalex.org/W3035359232","https://openalex.org/W3035689535","https://openalex.org/W3039219616","https://openalex.org/W3048144071","https://openalex.org/W3090135481","https://openalex.org/W3097242807","https://openalex.org/W3128051178","https://openalex.org/W3166355208","https://openalex.org/W3183743915","https://openalex.org/W3186445620","https://openalex.org/W3196078005","https://openalex.org/W3213859621","https://openalex.org/W4205633319","https://openalex.org/W4224278419","https://openalex.org/W4245596045","https://openalex.org/W4281479141","https://openalex.org/W4282917439","https://openalex.org/W4283777353","https://openalex.org/W4286588055","https://openalex.org/W4311802430","https://openalex.org/W4312862560","https://openalex.org/W4313839309","https://openalex.org/W4323836125","https://openalex.org/W4367180575","https://openalex.org/W4378464448","https://openalex.org/W4385527109","https://openalex.org/W4388046358","https://openalex.org/W4389335074","https://openalex.org/W4389539690","https://openalex.org/W4389539801","https://openalex.org/W4401917881","https://openalex.org/W6629281901","https://openalex.org/W6691824929","https://openalex.org/W6729578901","https://openalex.org/W6741832134","https://openalex.org/W6762718338","https://openalex.org/W6780215458","https://openalex.org/W6839812757"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2081517010","https://openalex.org/W2121496884","https://openalex.org/W2387910809","https://openalex.org/W2294221496"],"abstract_inverted_index":{"Recently,":[0],"single-image":[1],"SVBRDF":[2,17,107,167,198],"capture":[3],"is":[4,26],"formulated":[5],"as":[6,46],"a":[7,12,20,135,139],"regression":[8,49,58],"problem,":[9],"which":[10,52],"uses":[11],"network":[13],"to":[14,114,119,166,174,187],"infer":[15,175],"four":[16],"maps":[18,108,199],"from":[19,125],"flash-lit":[21],"image.":[22],"However,":[23],"the":[24,40,47,55,85,88,93,105,115,122,126,151,154,163,188,205],"accuracy":[25],"still":[27],"not":[28],"satisfactory":[29],"since":[30],"previous":[31,201],"approaches":[32],"usually":[33],"adopt":[34],"end-to-end":[35,57],"inference":[36,67],"strategies.":[37],"To":[38],"mitigate":[39],"challenge,":[41],"we":[42,53,74,129,170],"propose":[43,130,171],"\"auxiliary":[44],"renderings\"":[45],"intermediate":[48,192],"targets,":[50],"through":[51],"divide":[54],"original":[56],"task":[59],"into":[60],"several":[61],"easier":[62],"sub-tasks,":[63],"thus":[64,144],"achieving":[65],"better":[66,197],"accuracy.":[68],"Our":[69,142],"contributions":[70],"are":[71,96],"threefold.":[72],"First,":[73],"design":[75],"three":[76],"(or":[77],"two":[78,131],"pairs":[79],"of)":[80],"auxiliary":[81,94,123,158,164,184],"renderings":[82],"and":[83,109,138,160,178,191,208],"summarize":[84],"motivations":[86],"behind":[87],"designs.":[89],"By":[90],"our":[91,194],"design,":[92],"images":[95,133,156,165],"bumpiness-flattened":[97],"or":[98],"highlight-removed,":[99],"containing":[100],"disentangled":[101],"visual":[102],"cues":[103],"about":[104],"final":[106,116],"can":[110],"be":[111],"easily":[112],"transformed":[113],"maps.":[117,168],"Second,":[118],"help":[120,152],"estimate":[121],"targets":[124],"input":[127],"image,":[128],"mask":[132,137,147,155,176],"including":[134],"bumpiness":[136],"highlight":[140],"mask.":[141],"method":[143,195],"first":[145],"infers":[146,157],"images,":[148,177,193],"then":[149],"with":[150],"of":[153],"renderings,":[159],"finally":[161],"transforms":[162],"Third,":[169],"backbone":[172],"UNets":[173,181],"gated":[179],"deformable":[180],"for":[182],"estimating":[183],"targets.":[185],"Thanks":[186],"well-designed":[189],"networks":[190],"outputs":[196],"than":[200],"approaches,":[202],"validated":[203],"by":[204],"extensive":[206],"comparisonal":[207],"ablation":[209],"experiments.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}