{"id":"https://openalex.org/W4312956325","doi":"https://doi.org/10.1145/3561613.3561649","title":"DeLashNet: A Deep Network for Eyelash Artifact Removal in Ultra-Wide-Field Fundus Images","display_name":"DeLashNet: A Deep Network for Eyelash Artifact Removal in Ultra-Wide-Field Fundus Images","publication_year":2022,"publication_date":"2022-08-19","ids":{"openalex":"https://openalex.org/W4312956325","doi":"https://doi.org/10.1145/3561613.3561649"},"language":"en","primary_location":{"id":"doi:10.1145/3561613.3561649","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3561613.3561649","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3561613.3561649","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 The 5th International Conference on Control and Computer Vision","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3561613.3561649","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112920769","display_name":"Dengfeng Sha","orcid":null},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dengfeng Sha","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, Ningbo University, China"],"raw_orcid":"https://orcid.org/0000-0002-1922-9118","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, Ningbo University, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047676434","display_name":"Yuhui Ma","orcid":"https://orcid.org/0000-0001-5660-5218"},"institutions":[{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhui Ma","raw_affiliation_strings":["Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering,, Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Science, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering,, Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Science, China","institution_ids":["https://openalex.org/I4210165339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079516265","display_name":"Dan Zhang","orcid":"https://orcid.org/0000-0001-5676-0656"},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Zhang","raw_affiliation_strings":["School of Cyber Science and Engineering, Ningbo University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Ningbo University of Technology, China","institution_ids":["https://openalex.org/I159389169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083371477","display_name":"Jiong Zhang","orcid":"https://orcid.org/0000-0002-1922-9118"},"institutions":[{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiong Zhang","raw_affiliation_strings":["Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Science, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Science, China","institution_ids":["https://openalex.org/I4210165339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057905491","display_name":"Yitian Zhao","orcid":"https://orcid.org/0000-0003-4357-4592"},"institutions":[{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitian Zhao","raw_affiliation_strings":["Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Science, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Science, China","institution_ids":["https://openalex.org/I4210165339"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112920769"],"corresponding_institution_ids":["https://openalex.org/I109935558"],"apc_list":null,"apc_paid":null,"fwci":0.1444,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50798899,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"107","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12599","display_name":"Retinal and Optic Conditions","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9771999716758728,"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/eyelash","display_name":"Eyelash","score":0.9930787682533264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7437875270843506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.724244236946106},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7212505340576172},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.539879322052002},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5133644938468933},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35983020067214966}],"concepts":[{"id":"https://openalex.org/C2779884382","wikidata":"https://www.wikidata.org/wiki/Q160108","display_name":"Eyelash","level":2,"score":0.9930787682533264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7437875270843506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.724244236946106},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7212505340576172},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.539879322052002},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5133644938468933},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35983020067214966},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3561613.3561649","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3561613.3561649","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3561613.3561649","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 The 5th International Conference on Control and Computer Vision","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3561613.3561649","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3561613.3561649","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3561613.3561649","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 The 5th International Conference on Control and Computer Vision","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4312956325.pdf","grobid_xml":"https://content.openalex.org/works/W4312956325.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2021169174","https://openalex.org/W2064076387","https://openalex.org/W2787564202","https://openalex.org/W2919234133","https://openalex.org/W2921353216","https://openalex.org/W2923942255","https://openalex.org/W2950323933","https://openalex.org/W2962793481","https://openalex.org/W2963014378","https://openalex.org/W2963073614","https://openalex.org/W3103261259","https://openalex.org/W3104943862","https://openalex.org/W3108583017","https://openalex.org/W3129747129","https://openalex.org/W4214552968"],"related_works":["https://openalex.org/W2393555275","https://openalex.org/W2364325225","https://openalex.org/W4281923266","https://openalex.org/W2936204740","https://openalex.org/W2369435678","https://openalex.org/W1992417737","https://openalex.org/W2351329434","https://openalex.org/W2018567317","https://openalex.org/W2428499640","https://openalex.org/W2103992324"],"abstract_inverted_index":{"The":[0,143],"interference":[1],"of":[2,21,27,64,100,135,160],"eyelash":[3,28,56,72,110,140,158],"artifacts":[4,29,57,159],"in":[5,16,30],"ultra-wide-field":[6],"fundus":[7],"(UWF)":[8],"images":[9,32],"has":[10],"always":[11],"been":[12],"a":[13,48,78,108,122],"serious":[14],"problem":[15],"preventing":[17],"precise":[18],"clinical":[19],"observations":[20],"pathology.":[22],"Currently,":[23],"the":[24,40,67,71,84,88,98,133,150],"automatic":[25],"removal":[26,74,155],"UWF":[31,59,161],"remains":[33],"unsolved":[34],"and":[35,83,119,145],"thus":[36],"will":[37],"eventually":[38],"affect":[39],"diagnosis":[41],"accuracy.":[42],"In":[43],"this":[44],"paper,":[45],"we":[46,106],"propose":[47],"deep":[49],"learning":[50],"architecture":[51],"called":[52],"DeLashNet":[53,62,138,152],"to":[54,113,131],"eliminate":[55],"from":[58],"images.":[60,162],"Our":[61],"consists":[63],"two":[65],"stages:":[66],"first":[68],"stage":[69,75,86,91],"is":[70,87],"artifact":[73,141],"based":[76],"on":[77,139,157],"conditional":[79],"generative":[80],"adversarial":[81],"network,":[82],"second":[85],"background":[89],"refinement":[90],"using":[92],"an":[93],"encoder-decoder":[94],"structure.":[95],"To":[96],"solve":[97],"issue":[99],"lacking":[101],"training":[102],"samples":[103],"with":[104,117],"eyelashes,":[105],"design":[107],"novel":[109],"growing":[111],"model":[112],"generate":[114],"synthetic":[115,124],"eyelashes":[116,125],"labels":[118],"finally":[120],"established":[121],"paired":[123],"(PSE)":[126],"dataset.":[127],"Experiments":[128],"are":[129],"conducted":[130],"verify":[132],"effectiveness":[134],"our":[136],"proposed":[137,151],"removal.":[142],"comparative":[144],"ablation":[146],"studies":[147],"demonstrate":[148],"that":[149],"achieved":[153],"satisfactory":[154],"performance":[156]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}