{"id":"https://openalex.org/W4285054923","doi":"https://doi.org/10.1007/978-3-031-06788-4_31","title":"EAC-GAN: Semi-supervised Image Enhancement Technology to\u00a0Improve CNN Classification Performance","display_name":"EAC-GAN: Semi-supervised Image Enhancement Technology to\u00a0Improve CNN Classification Performance","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285054923","doi":"https://doi.org/10.1007/978-3-031-06788-4_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-06788-4_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-06788-4_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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":null,"display_name":"Lihao Liu","orcid":"https://orcid.org/0000-0002-7091-7119"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihao Liu","raw_affiliation_strings":["Computer Science and Technology, Hainan University, Haikou, 570228, China"],"raw_orcid":"https://orcid.org/0000-0002-7091-7119","affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Hainan University, Haikou, 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100305052","display_name":"Zhao Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Qiu","raw_affiliation_strings":["Computer Science and Technology, Hainan University, Haikou, 570228, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Hainan University, Haikou, 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004527073","display_name":"Jiale Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiale Lin","raw_affiliation_strings":["Computer Science and Technology, Hainan University, Haikou, 570228, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Hainan University, Haikou, 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462409","display_name":"Mengyang Li","orcid":"https://orcid.org/0000-0002-3181-490X"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyang Li","raw_affiliation_strings":["Computer Science and Technology, Hainan University, Haikou, 570228, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Hainan University, Haikou, 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060258380","display_name":"Qianfan Liu","orcid":"https://orcid.org/0000-0001-8632-8338"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianfan Liu","raw_affiliation_strings":["Computer Science and Technology, Hainan University, Haikou, 570228, China"],"raw_orcid":"https://orcid.org/0000-0001-8632-8338","affiliations":[{"raw_affiliation_string":"Computer Science and Technology, Hainan University, Haikou, 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028956972","display_name":"Hancheng Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hancheng Huang","raw_affiliation_strings":["Department of Physics and Astronomy, University College London, Gower Street, London, WC1E 6BT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics and Astronomy, University College London, Gower Street, London, WC1E 6BT, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"360","last_page":"372"},"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":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8331775665283203},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.8190656304359436},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7222076058387756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.695572555065155},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.620301365852356},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5812931060791016},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.562609076499939},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.49536216259002686},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.48163121938705444},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4784015119075775},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.470575749874115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8331775665283203},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.8190656304359436},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7222076058387756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.695572555065155},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.620301365852356},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5812931060791016},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.562609076499939},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.49536216259002686},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.48163121938705444},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4784015119075775},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.470575749874115},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-06788-4_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-06788-4_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2563422311","https://openalex.org/W2567079332","https://openalex.org/W2756258573","https://openalex.org/W2794022343","https://openalex.org/W2884065486","https://openalex.org/W2890139949","https://openalex.org/W2890581551","https://openalex.org/W2895067176","https://openalex.org/W2963093980","https://openalex.org/W2963767194","https://openalex.org/W2972014841","https://openalex.org/W3006082171","https://openalex.org/W3011048075","https://openalex.org/W3021083751","https://openalex.org/W3043245827","https://openalex.org/W3047625747","https://openalex.org/W3084054350","https://openalex.org/W3198045627","https://openalex.org/W3198395437","https://openalex.org/W3211328659","https://openalex.org/W4312810855","https://openalex.org/W6608993855","https://openalex.org/W6702442218","https://openalex.org/W6735913928"],"related_works":["https://openalex.org/W3181161034","https://openalex.org/W4287394940","https://openalex.org/W3120994036","https://openalex.org/W1542934499","https://openalex.org/W3204638265","https://openalex.org/W2989610201","https://openalex.org/W4293496215","https://openalex.org/W3175849793","https://openalex.org/W4294974824","https://openalex.org/W98693656"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
