{"id":"https://openalex.org/W3209916857","doi":"https://doi.org/10.1109/iccvw54120.2021.00411","title":"Super-resolution for in situ Plankton Images","display_name":"Super-resolution for in situ Plankton Images","publication_year":2021,"publication_date":"2021-10-01","ids":{"openalex":"https://openalex.org/W3209916857","doi":"https://doi.org/10.1109/iccvw54120.2021.00411","mag":"3209916857"},"language":"en","primary_location":{"id":"doi:10.1109/iccvw54120.2021.00411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw54120.2021.00411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)","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/A5102212167","display_name":"Wenqi Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenqi Ma","raw_affiliation_strings":["Shandong Normal University, China"],"affiliations":[{"raw_affiliation_string":"Shandong Normal University, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357719","display_name":"Tao Chen","orcid":"https://orcid.org/0000-0001-9704-9545"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Chen","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","University of Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023184146","display_name":"Zhengwen Zhang","orcid":"https://orcid.org/0000-0002-1561-0923"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengwen Zhang","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433323","display_name":"Zhenyu Yang","orcid":"https://orcid.org/0000-0002-0773-0298"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Yang","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","University of Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023845728","display_name":"Chao Dong","orcid":"https://orcid.org/0000-0003-2260-8079"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Dong","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053899187","display_name":"Jianping Qiao","orcid":"https://orcid.org/0000-0001-8910-7813"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Qiao","raw_affiliation_strings":["Shandong Normal University, China"],"affiliations":[{"raw_affiliation_string":"Shandong Normal University, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100370616","display_name":"Jianping Li","orcid":"https://orcid.org/0000-0002-7522-272X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Li","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","University of Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5102212167"],"corresponding_institution_ids":["https://openalex.org/I28006308"],"apc_list":null,"apc_paid":null,"fwci":0.1921,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.50181373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3676","last_page":"3685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9990000128746033,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9990000128746033,"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":0.9980999827384949,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9926999807357788,"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":0.6636227369308472},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6437331438064575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.613425612449646},{"id":"https://openalex.org/keywords/plankton","display_name":"Plankton","score":0.5982633829116821},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5442044138908386},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4813455045223236},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4690473675727844},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.42523667216300964},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.4144706130027771},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.35936546325683594},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1504327952861786},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.13399699330329895},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08585542440414429}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6636227369308472},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6437331438064575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.613425612449646},{"id":"https://openalex.org/C108469399","wikidata":"https://www.wikidata.org/wiki/Q25367","display_name":"Plankton","level":2,"score":0.5982633829116821},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5442044138908386},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4813455045223236},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4690473675727844},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.42523667216300964},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.4144706130027771},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.35936546325683594},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1504327952861786},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13399699330329895},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08585542440414429},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccvw54120.2021.00411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccvw54120.2021.00411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.8100000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320336569","display_name":"Shenzhen Science and Technology Innovation Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W1991036754","https://openalex.org/W2006355515","https://openalex.org/W2054483981","https://openalex.org/W2058333183","https://openalex.org/W2094058787","https://openalex.org/W2102166818","https://openalex.org/W2123898922","https://openalex.org/W2127026368","https://openalex.org/W2171299120","https://openalex.org/W2242218935","https://openalex.org/W2331128040","https://openalex.org/W2407429700","https://openalex.org/W2491179239","https://openalex.org/W2516563544","https://openalex.org/W2602572945","https://openalex.org/W2612585477","https://openalex.org/W2614949728","https://openalex.org/W2739757502","https://openalex.org/W2891158090","https://openalex.org/W2907931776","https://openalex.org/W2908920730","https://openalex.org/W2912269064","https://openalex.org/W2932253358","https://openalex.org/W2941857669","https://openalex.org/W2963372104","https://openalex.org/W2963470893","https://openalex.org/W2964309429","https://openalex.org/W2983339877","https://openalex.org/W2987150909","https://openalex.org/W3013529009","https://openalex.org/W3034259513","https://openalex.org/W3035144843","https://openalex.org/W3092144848","https://openalex.org/W3100420029","https://openalex.org/W3153564903","https://openalex.org/W3180712890","https://openalex.org/W3208685304","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6702130928","https://openalex.org/W6748953158","https://openalex.org/W6754405603","https://openalex.org/W6758061364","https://openalex.org/W6798902944"],"related_works":["https://openalex.org/W2783354812","https://openalex.org/W4384112194","https://openalex.org/W2103009189","https://openalex.org/W4312958259","https://openalex.org/W4308259661","https://openalex.org/W4390813131","https://openalex.org/W2349383066","https://openalex.org/W4328132048","https://openalex.org/W1969901537","https://openalex.org/W2135082998"],"abstract_inverted_index":{"Being":[0],"inherently":[1],"limited":[2],"by":[3,88,197],"the":[4,30,48,80,107,133,135,138,148,157,208,215,231],"wave":[5],"properties":[6],"of":[7,19,79,114,191,230],"light,":[8],"underwater":[9],"plankton":[10,64,193,211,219,232],"cameras":[11],"compromise":[12],"between":[13],"their":[14],"imaging":[15,93,220],"resolution":[16,72,76],"and":[17,74,105,116,137,164,213,226],"field":[18],"view":[20],"(FOV)":[21],"for":[22,61,130,222],"in":[23,33,62,68,217],"situ":[24,63,218],"observations.":[25],"In":[26,50],"order":[27],"to":[28,42,103,123,186,189,206],"enlarge":[29],"sampling":[31],"volume":[32],"single":[34],"frame":[35],"acquisition,":[36],"lower":[37],"magnifications":[38],"are":[39,86],"usually":[40],"adopted":[41],"enable":[43,214],"larger":[44],"FOV":[45],"but":[46],"sacrifice":[47],"resolution.":[49],"this":[51],"paper,":[52],"we":[53],"build":[54],"a":[55,89],"real-underwater":[56],"image":[57,96,108],"dataset":[58,120],"called":[59],"IsPlanktonSR":[60,119],"im-age":[65],"super-resolution":[66],"(SR),":[67],"which":[69],"paired":[70],"low":[71],"(LR)":[73],"high":[75],"(HR)":[77],"images":[78,190],"same":[81],"individual":[82],"live":[83],"planktonic":[84],"organisms":[85],"captured":[87,196],"customized":[90],"dual-channel":[91],"darkfield":[92,210],"system.":[94],"An":[95],"registration":[97],"algorithmic":[98],"pipeline":[99],"is":[100,121,183,204],"also":[101,184],"proposed":[102,201],"preprocess":[104],"align":[106],"pairs":[109],"at":[110],"different":[111,198],"scaling":[112],"factors":[113],"2\u00d7":[115],"4\u00d7.":[117],"The":[118,179,200],"used":[122],"train":[124],"an":[125],"enhanced":[126],"deep":[127,149],"residual":[128],"network":[129],"SR":[131,166,181,202],"through":[132,156,175],"L2,":[134],"perceptual":[136],"contextual":[139,158],"losses,":[140],"respectively.":[141],"Our":[142],"extensive":[143],"experimental":[144],"results":[145],"demonstrate":[146],"that":[147],"learning":[150],"model":[151,182],"trained":[152,170,180],"on":[153,171],"real":[154],"data":[155,173],"loss":[159,177],"has":[160],"de-livered":[161],"better":[162,223],"visual":[163],"quantitative":[165],"performance":[167],"than":[168],"those":[169],"simulated":[172],"or":[174,195],"other":[176],"functions.":[178],"proved":[185],"generalize":[187],"well":[188],"various":[192],"species":[194],"instruments.":[199],"technology":[203],"anticipated":[205],"enhance":[207],"existing":[209],"imageries":[212],"future":[216],"instruments":[221],"observation":[224],"capability":[225],"hence":[227],"deepen":[228],"under-standing":[229],"ecology.":[233]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}