{"id":"https://openalex.org/W4308234118","doi":"https://doi.org/10.1109/icip46576.2022.9897624","title":"Enhancing Underwater Image Using Degradation Adaptive Adversarial Network","display_name":"Enhancing Underwater Image Using Degradation Adaptive Adversarial Network","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308234118","doi":"https://doi.org/10.1109/icip46576.2022.9897624"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897624","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","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/A5008325478","display_name":"Lujun Zhai","orcid":"https://orcid.org/0009-0003-6187-027X"},"institutions":[{"id":"https://openalex.org/I250520410","display_name":"Prairie View A&M University","ror":"https://ror.org/0449kf092","country_code":"US","type":"education","lineage":["https://openalex.org/I250520410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lujun Zhai","raw_affiliation_strings":["Electrical and Computer Engineering, Prairie View A&M University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Prairie View A&M University","institution_ids":["https://openalex.org/I250520410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319205","display_name":"Yonghui Wang","orcid":"https://orcid.org/0000-0003-4334-0921"},"institutions":[{"id":"https://openalex.org/I250520410","display_name":"Prairie View A&M University","ror":"https://ror.org/0449kf092","country_code":"US","type":"education","lineage":["https://openalex.org/I250520410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yonghui Wang","raw_affiliation_strings":["Computer Science Prairie View A&M University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Prairie View A&M University","institution_ids":["https://openalex.org/I250520410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005118558","display_name":"Suxia Cui","orcid":"https://orcid.org/0000-0003-1152-3272"},"institutions":[{"id":"https://openalex.org/I250520410","display_name":"Prairie View A&M University","ror":"https://ror.org/0449kf092","country_code":"US","type":"education","lineage":["https://openalex.org/I250520410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suxia Cui","raw_affiliation_strings":["Electrical and Computer Engineering, Prairie View A&M University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Prairie View A&M University","institution_ids":["https://openalex.org/I250520410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061025828","display_name":"Yu Zhou","orcid":"https://orcid.org/0000-0001-8407-1137"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu Zhou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2949,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.63597643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4093","last_page":"4097"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement 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/T11019","display_name":"Image Enhancement 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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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":0.9984999895095825,"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/underwater","display_name":"Underwater","score":0.8274089694023132},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.7630350589752197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7317186594009399},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.7161567807197571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6780476570129395},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6427316665649414},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.6421252489089966},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.5900375247001648},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5385905504226685},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.46997421979904175},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.4319283664226532},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4148847460746765},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.27843916416168213},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.0797610878944397},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.07614448666572571}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.8274089694023132},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.7630350589752197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7317186594009399},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.7161567807197571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6780476570129395},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6427316665649414},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.6421252489089966},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.5900375247001648},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5385905504226685},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.46997421979904175},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.4319283664226532},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4148847460746765},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.27843916416168213},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0797610878944397},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.07614448666572571},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897624","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.5400000214576721,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1990592195","https://openalex.org/W2016628928","https://openalex.org/W2081140338","https://openalex.org/W2091420866","https://openalex.org/W2293581118","https://openalex.org/W2474516010","https://openalex.org/W2593797484","https://openalex.org/W2755509443","https://openalex.org/W2758376227","https://openalex.org/W2767009334","https://openalex.org/W2866634454","https://openalex.org/W2884421382","https://openalex.org/W2948400274","https://openalex.org/W2962793481","https://openalex.org/W2963949217","https://openalex.org/W2964088115","https://openalex.org/W3001617325","https://openalex.org/W3002242183","https://openalex.org/W3034259513","https://openalex.org/W3099025816","https://openalex.org/W3099562471","https://openalex.org/W3108114584","https://openalex.org/W3163896636","https://openalex.org/W3202566931","https://openalex.org/W3208866094","https://openalex.org/W4200226797"],"related_works":["https://openalex.org/W2392812199","https://openalex.org/W4200176076","https://openalex.org/W598185802","https://openalex.org/W2355516524","https://openalex.org/W2361471170","https://openalex.org/W2025616642","https://openalex.org/W1954972543","https://openalex.org/W3176779361","https://openalex.org/W3163022079","https://openalex.org/W2966516593"],"abstract_inverted_index":{"Underwater":[0],"imaging":[1],"severely":[2],"suffers":[3],"from":[4,97],"color":[5,125],"distortion":[6,77],"and":[7,14,16,44,88,127],"poor":[8],"visibility":[9],"due":[10],"to":[11,84],"light":[12],"refraction":[13],"absorption":[15],"suspended":[17],"particles":[18],"in":[19,38,53,118,122],"the":[20,51,89,98,108],"water.":[21],"Existing":[22],"learning-based":[23],"underwater":[24,40,61,120],"image":[25,36,62],"restoration":[26,63],"methods":[27],"highly":[28],"rely":[29],"on":[30],"paired":[31],"training":[32,100],"datasets.":[33],"However,":[34],"distorted/non-distorted":[35],"pairs":[37],"realistic":[39],"scenes":[41],"are":[42],"unavailable":[43],"synthetic":[45],"data-based":[46],"trained":[47],"models":[48],"greatly":[49],"degrade":[50],"performance":[52],"real-world":[54],"applications.":[55],"In":[56],"this":[57],"paper,":[58],"an":[59,75],"unpaired":[60,99],"method":[64,113],"is":[65,82],"proposed":[66,112],"using":[67],"a":[68],"cycle":[69],"adversarial":[70],"generative":[71],"network":[72],"(CycleGAN)":[73],"with":[74,102],"integrated":[76],"adaptive":[78],"(DA)":[79],"module.":[80],"CycleGAN":[81],"used":[83],"perform":[85],"image-to-image":[86],"translation":[87],"DA":[90],"module":[91],"can":[92],"learn":[93],"various":[94],"degradation":[95],"information":[96],"samples":[101],"flexible":[103],"adaption.":[104],"Experimental":[105],"results":[106],"demonstrate":[107],"superiority":[109],"of":[110,124],"our":[111],"against":[114],"existing":[115],"state-of-the-art":[116],"algorithms":[117],"restoring":[119],"images":[121],"terms":[123],"correction":[126],"visual":[128],"quality":[129],"improvement.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}