{"id":"https://openalex.org/W2904534762","doi":"https://doi.org/10.1109/gcce.2018.8574734","title":"Image Retrieval from Vague Description Based on AttnGAN","display_name":"Image Retrieval from Vague Description Based on AttnGAN","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2904534762","doi":"https://doi.org/10.1109/gcce.2018.8574734","mag":"2904534762"},"language":"en","primary_location":{"id":"doi:10.1109/gcce.2018.8574734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce.2018.8574734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 7th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071840670","display_name":"Rintaro Yanagi","orcid":"https://orcid.org/0000-0003-0110-7208"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Rintaro Yanagi","raw_affiliation_strings":["School of Engineering, Hokkaido University, Hokkaido, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Hokkaido University, Hokkaido, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002757875","display_name":"Ren Togo","orcid":"https://orcid.org/0000-0002-4474-3995"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ren Togo","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009032240","display_name":"Takahiro Ogawa","orcid":"https://orcid.org/0000-0001-5332-8112"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takahiro Ogawa","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":null,"display_name":"Miki Haseyama","orcid":null},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Miki Haseyama","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Japan","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205349734"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"198","last_page":"199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9991000294685364,"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":0.8293402194976807},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.7589275240898132},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6580965518951416},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6569132208824158},{"id":"https://openalex.org/keywords/visual-word","display_name":"Visual Word","score":0.5337724685668945},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.49933862686157227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4330582618713379}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8293402194976807},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.7589275240898132},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6580965518951416},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6569132208824158},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.5337724685668945},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.49933862686157227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4330582618713379}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce.2018.8574734","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce.2018.8574734","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 7th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W968110725","https://openalex.org/W1686810756","https://openalex.org/W1797268635","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2392997304","https://openalex.org/W2398118205","https://openalex.org/W2962835968","https://openalex.org/W2963966654","https://openalex.org/W6637373629","https://openalex.org/W6686164453","https://openalex.org/W6746511181"],"related_works":["https://openalex.org/W2123147980","https://openalex.org/W2066590080","https://openalex.org/W2076842684","https://openalex.org/W1539573266","https://openalex.org/W4387423606","https://openalex.org/W2513891871","https://openalex.org/W2187873862","https://openalex.org/W98391849","https://openalex.org/W2918350319","https://openalex.org/W3101846449"],"abstract_inverted_index":{"Image":[0],"retrieval":[1,76,80,130],"plays":[2],"an":[3,55,103,133],"important":[4],"role":[5],"in":[6,28],"the":[7,19,90,110,114,138],"information":[8,46],"society.":[9],"Many":[10],"studies":[11],"have":[12,37,54,127],"been":[13],"conducted":[14],"to":[15,62,119],"improve":[16],"accuracy":[17],"of":[18,81,140],"image":[20,75,84,97],"retrieval.":[21],"However,":[22],"there":[23],"exists":[24],"a":[25,38,73,82,86,95,99,128],"major":[26],"limitation":[27],"their":[29,64],"input":[30,57],"methods.":[31],"For":[32],"example,":[33],"if":[34,123],"users":[35,118],"only":[36],"vague":[39,87,100],"description":[40,101,131],"that":[41,78],"does":[42],"not":[43,53,126],"include":[44],"detailed":[45],"such":[47],"as":[48,132],"its":[49],"name":[50],"and":[51],"do":[52,125],"appropriate":[56],"image,":[58,113],"it":[59],"is":[60],"difficult":[61],"retrieve":[63,120],"desired":[65,83],"images.":[66],"To":[67],"solve":[68],"this":[69],"problem,":[70],"we":[71,93],"propose":[72],"novel":[74],"method":[77,116],"enables":[79,117],"from":[85,98],"description.":[88],"In":[89],"proposed":[91,115],"method,":[92],"generate":[94],"query":[96,112],"through":[102],"Attentional":[104],"Generative":[105],"Adversarial":[106],"Network.":[107],"By":[108],"using":[109],"generated":[111],"images":[121],"even":[122],"they":[124],"clear":[129],"input.":[134],"Experimental":[135],"results":[136],"show":[137],"effectiveness":[139],"our":[141],"method.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
