{"id":"https://openalex.org/W4200629708","doi":"https://doi.org/10.5220/0010833100003124","title":"Towards Full-to-Empty Room Generation with Structure-aware Feature Encoding and Soft Semantic Region-adaptive Normalization","display_name":"Towards Full-to-Empty Room Generation with Structure-aware Feature Encoding and Soft Semantic Region-adaptive Normalization","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4200629708","doi":"https://doi.org/10.5220/0010833100003124"},"language":"en","primary_location":{"id":"doi:10.5220/0010833100003124","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010833100003124","pdf_url":null,"source":{"id":"https://openalex.org/S4363608825","display_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0010833100003124","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071768096","display_name":"Vasileios Gkitsas","orcid":"https://orcid.org/0000-0001-5440-1887"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vasileios Gkitsas","raw_affiliation_strings":["Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036173970","display_name":"Nikolaos Zioulis","orcid":"https://orcid.org/0000-0002-7898-9344"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikolaos Zioulis","raw_affiliation_strings":["Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036088560","display_name":"Vladimiros Sterzentsenko","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vladimiros Sterzentsenko","raw_affiliation_strings":["Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065955200","display_name":"Alexandros Doumanoglou","orcid":"https://orcid.org/0000-0002-4337-1720"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexandros Doumanoglou","raw_affiliation_strings":["Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059708050","display_name":"Dimitrios Zarpalas","orcid":"https://orcid.org/0000-0002-9649-9306"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Zarpalas","raw_affiliation_strings":["Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research and Technology Hellas, Thessaloniki, Greece, --- Select a Country ---","institution_ids":["https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210134249"],"apc_list":null,"apc_paid":null,"fwci":0.236,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.55053229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"452","last_page":"461"},"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":0.9842000007629395,"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":0.9842000007629395,"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":0.967199981212616,"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":0.9610999822616577,"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":0.7894989848136902},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6903664469718933},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.6389954090118408},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.6190283298492432},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5888861417770386},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.583642840385437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5709248185157776},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23934605717658997}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7894989848136902},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6903664469718933},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.6389954090118408},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.6190283298492432},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5888861417770386},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.583642840385437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5709248185157776},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23934605717658997},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0010833100003124","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010833100003124","pdf_url":null,"source":{"id":"https://openalex.org/S4363608825","display_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0010833100003124","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010833100003124","pdf_url":null,"source":{"id":"https://openalex.org/S4363608825","display_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2380775572","https://openalex.org/W2213520135","https://openalex.org/W4242046654","https://openalex.org/W1504109132","https://openalex.org/W3134074939","https://openalex.org/W2117562399","https://openalex.org/W3174923100","https://openalex.org/W1617617605","https://openalex.org/W2898767136","https://openalex.org/W2981583398"],"abstract_inverted_index":{"The":[0],"task":[1,61],"of":[2,54,123],"transforming":[3],"a":[4,9,67,85,92,145],"furnished":[5],"room":[6],"image":[7,47],"into":[8],"background-only":[10],"is":[11,155],"extremely":[12],"challenging":[13],"since":[14],"it":[15,64],"requires":[16],"making":[17],"large":[18],"changes":[19],"regarding":[20],"the":[21,27,52,55,108,121,131],"scene":[22,56,81],"context":[23],"while":[24],"still":[25],"preserving":[26],"overall":[28],"layout":[29,57,82],"and":[30,37,62,90,113,127,136,151],"style.":[31],"In":[32],"order":[33],"to":[34],"acquire":[35],"photo-realistic":[36],"structural":[38],"consistent":[39],"background,":[40],"existing":[41,149],"deep":[42],"learning":[43,53],"methods":[44,133],"either":[45],"employ":[46],"inpainting":[48],"approaches":[49],"or":[50],"incorporate":[51],"as":[58,84,144],"an":[59],"individual":[60],"leverage":[63],"later":[65],"in":[66,110],"not":[68],"fully":[69,97],"differentiable":[70,98],"semantic":[71,100],"region-adaptive":[72,101],"normalization":[73,102],"module.":[74],"To":[75],"tackle":[76],"these":[77],"drawbacks,":[78],"we":[79],"treat":[80],"generation":[83],"feature":[86],"linear":[87],"transformation":[88],"problem":[89],"propose":[91],"simple":[93],"yet":[94],"effective":[95],"adjusted":[96],"soft":[99],"module":[103,147],"(softSEAN)":[104],"block.":[105],"We":[106],"showcase":[107],"applicability":[109],"diminished":[111],"reality":[112],"depth":[114],"estimation":[115],"tasks,":[116],"where":[117],"our":[118],"approach":[119],"besides":[120],"advantages":[122],"mitigating":[124],"training":[125],"complexity":[126],"non-differentiability":[128],"issues,":[129],"surpasses":[130],"compared":[132],"both":[134],"quantitatively":[135],"qualitatively.":[137],"Our":[138],"softSEAN":[139],"block":[140],"can":[141],"be":[142],"used":[143],"drop-in":[146],"for":[148],"discriminative":[150],"generative":[152],"models.":[153],"Implementation":[154],"available":[156],"on":[157],"vcl3d.github.io/PanoDR/.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}