{"id":"https://openalex.org/W2953950067","doi":"https://doi.org/10.1109/icip.2019.8803510","title":"Generative Guiding Block: Synthesizing Realistic Looking Variants Capable of Even Large Change Demands","display_name":"Generative Guiding Block: Synthesizing Realistic Looking Variants Capable of Even Large Change Demands","publication_year":2019,"publication_date":"2019-08-26","ids":{"openalex":"https://openalex.org/W2953950067","doi":"https://doi.org/10.1109/icip.2019.8803510","mag":"2953950067"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2019.8803510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8803510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.01187","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100694498","display_name":"Min-Ho Park","orcid":"https://orcid.org/0000-0002-6900-4566"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minho Park","raw_affiliation_strings":["KAIST, Daejeon, South Korea","Image and Video Systems Lab, School of Electrical Engineering,KAIST,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Image and Video Systems Lab, School of Electrical Engineering,KAIST,South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089050147","display_name":"Hak Gu Kim","orcid":"https://orcid.org/0000-0003-2137-934X"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hak Gu Kim","raw_affiliation_strings":["KAIST, Daejeon, South Korea","Image and Video Systems Lab, School of Electrical Engineering,KAIST,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Image and Video Systems Lab, School of Electrical Engineering,KAIST,South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038798134","display_name":"Yong Man Ro","orcid":"https://orcid.org/0000-0001-5306-6853"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]},{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong Man Ro","raw_affiliation_strings":["KAIST, Daejeon, South Korea","Korea Adv. Inst. of Sci. and Technol"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Korea Adv. Inst. of Sci. and Technol","institution_ids":["https://openalex.org/I157485424","https://openalex.org/I58716616"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4444","last_page":"4448"},"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":0.9994000196456909,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T10531","display_name":"Advanced Vision and Imaging","score":0.9945999979972839,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9919000267982483,"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/generative-grammar","display_name":"Generative grammar","score":0.8632919788360596},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7145617008209229},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.7142143845558167},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6997042894363403},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.6580637097358704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5577290654182434},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.5563614368438721},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5443825125694275},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.43565648794174194},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41134870052337646},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32577526569366455},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14800387620925903},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06277501583099365}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.8632919788360596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7145617008209229},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.7142143845558167},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6997042894363403},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.6580637097358704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5577290654182434},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.5563614368438721},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5443825125694275},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.43565648794174194},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41134870052337646},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32577526569366455},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14800387620925903},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06277501583099365},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icip.2019.8803510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8803510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1907.01187","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.01187","pdf_url":"https://arxiv.org/pdf/1907.01187","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2953950067","is_oa":true,"landing_page_url":"https://arxiv.org/abs/1907.01187","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1907.01187","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.01187","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.01187","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.01187","pdf_url":"https://arxiv.org/pdf/1907.01187","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.75,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2953950067.pdf","grobid_xml":"https://content.openalex.org/works/W2953950067.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1959608418","https://openalex.org/W2099471712","https://openalex.org/W2125389028","https://openalex.org/W2133665775","https://openalex.org/W2188365844","https://openalex.org/W2267126114","https://openalex.org/W2471768434","https://openalex.org/W2514262209","https://openalex.org/W2559085405","https://openalex.org/W2607170299","https://openalex.org/W2771558241","https://openalex.org/W2890816492","https://openalex.org/W2903922869","https://openalex.org/W2913720370","https://openalex.org/W2917092108","https://openalex.org/W2962690307","https://openalex.org/W2962819541","https://openalex.org/W2963097270","https://openalex.org/W2963373786","https://openalex.org/W2963420272","https://openalex.org/W2963917315","https://openalex.org/W2964002510","https://openalex.org/W2964121744","https://openalex.org/W2964331599","https://openalex.org/W6631190155","https://openalex.org/W6639824700","https://openalex.org/W6640963894","https://openalex.org/W6678815747","https://openalex.org/W6687045409","https://openalex.org/W6698220832","https://openalex.org/W6718379498","https://openalex.org/W6720467090","https://openalex.org/W6730277886","https://openalex.org/W6738824914"],"related_works":["https://openalex.org/W2971193605","https://openalex.org/W3003225782","https://openalex.org/W3107096356","https://openalex.org/W3210407398","https://openalex.org/W3097002254","https://openalex.org/W2963630103","https://openalex.org/W3039828778","https://openalex.org/W2564591810","https://openalex.org/W3019406411","https://openalex.org/W2891744659","https://openalex.org/W3022781522","https://openalex.org/W2951984347","https://openalex.org/W3159078346","https://openalex.org/W3131379027","https://openalex.org/W3008062244","https://openalex.org/W3033651796","https://openalex.org/W2956958106","https://openalex.org/W3122906511","https://openalex.org/W3037144486","https://openalex.org/W2991176674"],"abstract_inverted_index":{"Realistic":[0],"image":[1,7,53,64],"synthesis":[2,65],"is":[3,9,32],"to":[4,44,116,143],"generate":[5],"an":[6,13],"that":[8],"perceptually":[10],"indistinguishable":[11],"from":[12],"actual":[14],"image.":[15,124],"Generating":[16],"realistic":[17,51,62,86,119],"looking":[18,52,63],"images":[19],"with":[20],"large":[21,24,28,36,69],"variations":[22,37],"(e.g.,":[23],"spatial":[25],"deformations":[26],"and":[27,90,121,127],"pose":[29],"change),":[30],"however,":[31],"very":[33],"challenging.":[34],"Handing":[35],"as":[38,40],"well":[39],"preserving":[41,88],"appearance":[42,87],"needs":[43],"be":[45],"taken":[46],"into":[47,102],"account":[48],"in":[49,68,130],"the":[50,97,105,109,134,137,144],"generation.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58,75,132],"propose":[59],"a":[60],"novel":[61],"method,":[66],"especially":[67],"change":[70],"demands.":[71],"To":[72],"do":[73],"that,":[74],"devise":[76],"generative":[77,82,99,103,112,139],"guiding":[78,83,100,140],"blocks.":[79],"The":[80],"proposed":[81,98,138],"block":[84],"includes":[85],"discriminator":[89],"naturalistic":[91],"variation":[92],"transforming":[93],"discriminator.":[94],"By":[95],"taking":[96],"blocks":[101],"model,":[104],"latent":[106],"features":[107],"at":[108],"layer":[110],"of":[111,136],"model":[113],"are":[114],"enhanced":[115],"synthesize":[117],"both":[118],"looking-":[120],"target":[122],"variation-":[123],"With":[125],"qualitative":[126],"quantitative":[128],"evaluation":[129],"experiments,":[131],"demonstrated":[133],"effectiveness":[135],"blocks,":[141],"compared":[142],"state-of-the-arts.":[145]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}