{"id":"https://openalex.org/W3127326842","doi":"https://doi.org/10.1109/icassp43922.2022.9747758","title":"Underwater Image Enhancement Via Learning Water Type Desensitized Representations","display_name":"Underwater Image Enhancement Via Learning Water Type Desensitized Representations","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W3127326842","doi":"https://doi.org/10.1109/icassp43922.2022.9747758","mag":"3127326842"},"language":"en","primary_location":{"id":"doi:10.1109/icassp43922.2022.9747758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747758","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5002531550","display_name":"Zhenqi Fu","orcid":"https://orcid.org/0000-0003-2950-7190"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]},{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenqi Fu","raw_affiliation_strings":["Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I75867142"]},{"raw_affiliation_string":"Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013575680","display_name":"Xiaopeng Lin","orcid":"https://orcid.org/0000-0002-4304-7939"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopeng Lin","raw_affiliation_strings":["Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I75867142"]},{"raw_affiliation_string":"Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413352","display_name":"Wu Wang","orcid":"https://orcid.org/0000-0002-9431-2878"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]},{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Wang","raw_affiliation_strings":["Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I75867142"]},{"raw_affiliation_string":"Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100772804","display_name":"Yue Huang","orcid":"https://orcid.org/0000-0002-3913-9400"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]},{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Huang","raw_affiliation_strings":["Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I75867142"]},{"raw_affiliation_string":"Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052820597","display_name":"Xinghao Ding","orcid":"https://orcid.org/0000-0003-2288-5287"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinghao Ding","raw_affiliation_strings":["Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics,China","institution_ids":["https://openalex.org/I191208505","https://openalex.org/I75867142"]},{"raw_affiliation_string":"Key Laboratory of Underwater Acoustic Communication and Marine Information Technology, Ministry of Education, Xiamen University School of Informatics, Xiamen University, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002531550"],"corresponding_institution_ids":["https://openalex.org/I191208505","https://openalex.org/I75867142"],"apc_list":null,"apc_paid":null,"fwci":3.1707,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.941022,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2764","last_page":"2768"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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":1.0,"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":0.9988999962806702,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9977999925613403,"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":0.8231052160263062},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.8158433437347412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6573307514190674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5682887434959412},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5431103706359863},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5325362682342529},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5241789221763611},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"Image enhancement","score":0.48157358169555664},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4578368663787842},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4324357509613037},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4167681336402893},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12304744124412537},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0708237886428833},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.06796357035636902}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.8231052160263062},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.8158433437347412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6573307514190674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5682887434959412},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5431103706359863},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5325362682342529},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5241789221763611},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.48157358169555664},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4578368663787842},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4324357509613037},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4167681336402893},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12304744124412537},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0708237886428833},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.06796357035636902},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"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/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp43922.2022.9747758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747758","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1976263166","https://openalex.org/W2055447163","https://openalex.org/W2081140338","https://openalex.org/W2109923042","https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2153991177","https://openalex.org/W2154549868","https://openalex.org/W2293581118","https://openalex.org/W2523532944","https://openalex.org/W2587107113","https://openalex.org/W2752782242","https://openalex.org/W2831859938","https://openalex.org/W2892845027","https://openalex.org/W2947815032","https://openalex.org/W2950055287","https://openalex.org/W2962785568","https://openalex.org/W2963470893","https://openalex.org/W2970800101","https://openalex.org/W2981488580","https://openalex.org/W2990176100","https://openalex.org/W2997763120","https://openalex.org/W3032766569","https://openalex.org/W3099025816","https://openalex.org/W3099562471","https://openalex.org/W3157502174","https://openalex.org/W3159660641","https://openalex.org/W4288284643","https://openalex.org/W6637373629","https://openalex.org/W6727340567","https://openalex.org/W6753322352","https://openalex.org/W6763381028","https://openalex.org/W6765721730","https://openalex.org/W6785915141"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2790373247","https://openalex.org/W3176339164","https://openalex.org/W4361733550","https://openalex.org/W2981142287","https://openalex.org/W2394308979","https://openalex.org/W2219404550","https://openalex.org/W2786206461","https://openalex.org/W3211387963","https://openalex.org/W3212254418"],"abstract_inverted_index":{"We":[0,63],"present":[1],"a":[2,61],"novel":[3],"underwater":[4,127],"image":[5,13,128],"enhancement":[6],"method":[7],"termed":[8],"SCNet":[9,25],"to":[10,51,97],"improve":[11],"the":[12,18,23,38,72,77,95,107,112,119],"quality":[14,148],"meanwhile":[15],"cope":[16],"with":[17,37,138],"degradation":[19],"diversity":[20],"caused":[21],"by":[22,68,118],"water.":[24],"is":[26],"based":[27],"on":[28,124],"normalization":[29,82],"schemes":[30,83],"across":[31,54,79],"both":[32],"spatial":[33,55,85],"and":[34,70,86,115,142],"channel":[35,87],"dimensions":[36,56,88],"key":[39],"idea":[40],"of":[41,76,84,94],"learning":[42],"water":[43,103,140],"type":[44,104],"desensitized":[45],"features.":[46],"Specifically,":[47],"we":[48],"apply":[49],"whitening":[50],"de-correlate":[52],"activations":[53,78],"for":[57],"each":[58,92],"instance":[59],"in":[60,146],"mini-batch.":[62],"also":[64],"eliminate":[65],"channel-wise":[66],"correlation":[67],"standardizing":[69],"re-injecting":[71],"first":[73],"two":[74,125],"moments":[75],"channels.":[80],"The":[81],"are":[89],"performed":[90],"at":[91],"scale":[93],"U-Net":[96],"obtain":[98],"multi-scale":[99],"representations.":[100],"With":[101],"such":[102],"irrelevant":[105],"encodings,":[106],"decoder":[108],"can":[109,134],"easily":[110],"reconstruct":[111],"clean":[113],"signal":[114],"be":[116],"unaffected":[117],"distortion":[120],"types.":[121],"Experimental":[122],"results":[123],"real-world":[126],"datasets":[129],"show":[130],"that":[131],"our":[132],"approach":[133],"successfully":[135],"enhance":[136],"images":[137],"diverse":[139],"types,":[141],"achieves":[143],"competitive":[144],"performance":[145],"visual":[147],"improvement.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
