{"id":"https://openalex.org/W4387272129","doi":"https://doi.org/10.1109/tvcg.2023.3320233","title":"Local-to-Global Panorama Inpainting for Locale-Aware Indoor Lighting Prediction","display_name":"Local-to-Global Panorama Inpainting for Locale-Aware Indoor Lighting Prediction","publication_year":2023,"publication_date":"2023-10-02","ids":{"openalex":"https://openalex.org/W4387272129","doi":"https://doi.org/10.1109/tvcg.2023.3320233","pmid":"https://pubmed.ncbi.nlm.nih.gov/37782598"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2023.3320233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3320233","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/A5073696293","display_name":"Jiayang Bai","orcid":"https://orcid.org/0000-0001-6892-0338"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayang Bai","raw_affiliation_strings":["Nanjing University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427744","display_name":"Zhen He","orcid":"https://orcid.org/0000-0001-6302-6556"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen He","raw_affiliation_strings":["Nanjing University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109593038","display_name":"Shan Yang","orcid":"https://orcid.org/0000-0002-5209-0576"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Yang","raw_affiliation_strings":["Nanjing University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042385843","display_name":"Jie Guo","orcid":"https://orcid.org/0000-0002-4176-7617"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Guo","raw_affiliation_strings":["Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-4176-7617","affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100422935","display_name":"Zhenyu Chen","orcid":"https://orcid.org/0000-0002-9592-7022"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Chen","raw_affiliation_strings":["Nanjing University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456346","display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0002-9621-7321"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-9621-7321","affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009275869","display_name":"Yanwen Guo","orcid":"https://orcid.org/0000-0002-7605-5206"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanwen Guo","raw_affiliation_strings":["Nanjing University, China"],"raw_orcid":"https://orcid.org/0000-0002-7605-5206","affiliations":[{"raw_affiliation_string":"Nanjing University, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":1.0636,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79533494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"29","issue":"11","first_page":"4405","last_page":"4416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9994000196456909,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9994000196456909,"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":0.9987000226974487,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/panorama","display_name":"Panorama","score":0.9605576992034912},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.9205471277236938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7531567215919495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6568392515182495},{"id":"https://openalex.org/keywords/hallucinating","display_name":"Hallucinating","score":0.6545877456665039},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6119698286056519},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5885277390480042},{"id":"https://openalex.org/keywords/locale","display_name":"Locale (computer software)","score":0.5686359405517578},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5108837485313416},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.4865509569644928},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.476483553647995},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.4227682948112488},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4190502464771271},{"id":"https://openalex.org/keywords/perspective-distortion","display_name":"Perspective distortion","score":0.4186112880706787},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3317687511444092}],"concepts":[{"id":"https://openalex.org/C2780580889","wikidata":"https://www.wikidata.org/wiki/Q41363","display_name":"Panorama","level":2,"score":0.9605576992034912},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.9205471277236938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7531567215919495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6568392515182495},{"id":"https://openalex.org/C2911011789","wikidata":"https://www.wikidata.org/wiki/Q130741","display_name":"Hallucinating","level":2,"score":0.6545877456665039},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6119698286056519},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5885277390480042},{"id":"https://openalex.org/C2776049293","wikidata":"https://www.wikidata.org/wiki/Q1202471","display_name":"Locale (computer software)","level":2,"score":0.5686359405517578},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5108837485313416},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.4865509569644928},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.476483553647995},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.4227682948112488},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4190502464771271},{"id":"https://openalex.org/C2779989122","wikidata":"https://www.wikidata.org/wiki/Q15889487","display_name":"Perspective distortion","level":3,"score":0.4186112880706787},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3317687511444092},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2023.3320233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3320233","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:37782598","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37782598","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":[{"score":0.7699999809265137,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W1522301498","https://openalex.org/W1965628543","https://openalex.org/W1976072205","https://openalex.org/W2003537776","https://openalex.org/W2008331211","https://openalex.org/W2036267060","https://openalex.org/W2061048804","https://openalex.org/W2078065374","https://openalex.org/W2128578852","https://openalex.org/W2132247290","https://openalex.org/W2136414991","https://openalex.org/W2160398734","https://openalex.org/W2184545030","https://openalex.org/W2194775991","https://openalex.org/W2272752931","https://openalex.org/W2554602114","https://openalex.org/W2554856610","https://openalex.org/W2605060370","https://openalex.org/W2611104282","https://openalex.org/W2738588019","https://openalex.org/W2748157832","https://openalex.org/W2807141917","https://openalex.org/W2898144906","https://openalex.org/W2914304175","https://openalex.org/W2930114969","https://openalex.org/W2948213750","https://openalex.org/W2950021214","https://openalex.org/W2963073614","https://openalex.org/W2963274514","https://openalex.org/W2963314137","https://openalex.org/W2963420272","https://openalex.org/W2963591054","https://openalex.org/W2964339842","https://openalex.org/W2989207674","https://openalex.org/W2990138404","https://openalex.org/W3000588411","https://openalex.org/W3004335748","https://openalex.org/W3005254078","https://openalex.org/W3024380564","https://openalex.org/W3024853449","https://openalex.org/W3035062946","https://openalex.org/W3035244041","https://openalex.org/W3035689535","https://openalex.org/W3043547428","https://openalex.org/W3108856252","https://openalex.org/W3121214277","https://openalex.org/W3127541803","https://openalex.org/W3130440474","https://openalex.org/W3133011476","https://openalex.org/W3171411140","https://openalex.org/W3173855468","https://openalex.org/W3176249132","https://openalex.org/W3177075874","https://openalex.org/W3180993716","https://openalex.org/W3199003182","https://openalex.org/W3203344405","https://openalex.org/W3206082266","https://openalex.org/W4214520160","https://openalex.org/W4252924794","https://openalex.org/W4283731543","https://openalex.org/W4301409532","https://openalex.org/W4312368481","https://openalex.org/W4312383858","https://openalex.org/W4312497550","https://openalex.org/W4312801753","https://openalex.org/W4322096824","https://openalex.org/W6679792166","https://openalex.org/W6739901393","https://openalex.org/W6742213269","https://openalex.org/W6766978945","https://openalex.org/W6779823529","https://openalex.org/W6783553792","https://openalex.org/W6791190667","https://openalex.org/W6839279055"],"related_works":["https://openalex.org/W3204676188","https://openalex.org/W4389325980","https://openalex.org/W4293869205","https://openalex.org/W1967391099","https://openalex.org/W2233012916","https://openalex.org/W2526278615","https://openalex.org/W3190512878","https://openalex.org/W2608817192","https://openalex.org/W2093450934","https://openalex.org/W2954600149"],"abstract_inverted_index":{"Predicting":[0],"panoramic":[1,90],"indoor":[2,189],"lighting":[3],"from":[4],"a":[5,10,52,84,120,130,148],"single":[6],"perspective":[7],"image":[8,36],"is":[9,134,153],"fundamental":[11],"but":[12,144],"highly":[13],"ill-posed":[14],"problem":[15,28],"in":[16,69,88,103,160,172],"computer":[17],"vision":[18],"and":[19,24,40,195],"graphics.":[20],"To":[21,114,164],"achieve":[22,76],"locale-aware":[23],"robust":[25],"prediction,":[26],"this":[27],"can":[29],"be":[30],"decomposed":[31],"into":[32],"three":[33],"sub-tasks:":[34],"depth-based":[35],"warping,":[37],"panorama":[38,49,125,140,179],"inpainting":[39,50,133],"high-dynamic-range":[41],"(HDR)":[42],"reconstruction,":[43],"among":[44],"which":[45],"the":[46,66,70,80,89,104,109,138,161],"success":[47],"of":[48,175],"plays":[51],"key":[53],"role.":[54],"Recent":[55],"methods":[56],"mostly":[57],"rely":[58],"on":[59,137],"convolutional":[60],"neural":[61],"networks":[62],"(CNNs)":[63],"to":[64,141,155,186],"fill":[65,142],"missing":[67,81],"contents":[68,82],"warped":[71,139],"panorama.":[72],"However,":[73],"they":[74],"usually":[75],"suboptimal":[77],"performance":[78],"since":[79],"occupy":[83],"very":[85],"large":[86,162],"portion":[87],"space":[91],"while":[92],"CNNs":[93],"are":[94],"plagued":[95],"by":[96],"limited":[97],"receptive":[98],"fields.":[99],"The":[100,177],"spatially-varying":[101,188],"distortion":[102],"spherical":[105],"signals":[106],"further":[107,168],"increases":[108],"difficulty":[110],"for":[111,123],"conventional":[112],"CNNs.":[113],"address":[115],"these":[116],"issues,":[117],"we":[118,167],"propose":[119],"local-to-global":[121],"strategy":[122],"large-scale":[124],"inpainting.":[126],"In":[127],"our":[128,173],"method,":[129],"depth-guided":[131],"local":[132],"first":[135],"applied":[136],"small":[143],"dense":[145],"holes.":[146,163],"Then,":[147],"transformer-based":[149],"network,":[150],"dubbed":[151],"PanoTransformer,":[152],"designed":[154],"hallucinate":[156],"reasonable":[157],"global":[158,193],"structures":[159,194],"avoid":[165],"distortion,":[166],"employ":[169],"cubemap":[170],"projection":[171],"design":[174],"PanoTransformer.":[176],"high-quality":[178],"recovered":[180],"at":[181],"any":[182],"locale":[183],"helps":[184],"us":[185],"capture":[187],"illumination":[190],"with":[191],"physically-plausible":[192],"fine":[196],"details.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
