{"id":"https://openalex.org/W2766287702","doi":"https://doi.org/10.1109/icinfa.2017.8079022","title":"Evaluation of realistic blurring image quality by using a shallow convolutional neural network","display_name":"Evaluation of realistic blurring image quality by using a shallow convolutional neural network","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2766287702","doi":"https://doi.org/10.1109/icinfa.2017.8079022","mag":"2766287702"},"language":"en","primary_location":{"id":"doi:10.1109/icinfa.2017.8079022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icinfa.2017.8079022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Information and Automation (ICIA)","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/A5102003990","display_name":"Yaoqing Li","orcid":"https://orcid.org/0009-0003-6216-2603"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"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":true,"raw_author_name":"Yaoqing Li","raw_affiliation_strings":["Faculty of Information Engineering, Shenzhen University, China","Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100356545","display_name":"Zhaoyang Wang","orcid":"https://orcid.org/0009-0001-6412-5799"},"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/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyang Wang","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China","Sino-Dutch Biomedical and Information Engineering, School Northeastern University, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"Sino-Dutch Biomedical and Information Engineering, School Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037162494","display_name":"Guangzhe Dai","orcid":null},"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/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangzhe Dai","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China","Sino-Dutch Biomedical and Information Engineering, School Northeastern University, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"Sino-Dutch Biomedical and Information Engineering, School Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047385888","display_name":"Shibin Wu","orcid":"https://orcid.org/0000-0002-7770-3033"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shibin Wu","raw_affiliation_strings":["Shenrhen College of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenrhen College of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071143244","display_name":"Shaode Yu","orcid":"https://orcid.org/0000-0002-3412-2159"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaode Yu","raw_affiliation_strings":["Shenrhen College of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenrhen College of Advanced Technology, University of Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086187557","display_name":"Yaoqin Xie","orcid":"https://orcid.org/0000-0002-1412-2354"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoqin Xie","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China","[Shenzhen Institutes of Advanced Technology Chinese Academy of Sciences, China]"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210145761"]},{"raw_affiliation_string":"[Shenzhen Institutes of Advanced Technology Chinese Academy of Sciences, China]","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102003990"],"corresponding_institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210145761"],"apc_list":null,"apc_paid":null,"fwci":0.3641,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69463581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"853","last_page":"857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9993000030517578,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9993000030517578,"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":0.9973999857902527,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8320335149765015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7816652655601501},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7759675979614258},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6524643898010254},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5917236804962158},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5603989958763123},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5556676387786865},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5302818417549133},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4975571930408478},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4606720209121704},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43790215253829956}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8320335149765015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7816652655601501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7759675979614258},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6524643898010254},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5917236804962158},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5603989958763123},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5556676387786865},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5302818417549133},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4975571930408478},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4606720209121704},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43790215253829956},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icinfa.2017.8079022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icinfa.2017.8079022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Information and Automation (ICIA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.699999988079071,"display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1521185696","https://openalex.org/W1562683879","https://openalex.org/W1973175507","https://openalex.org/W1978598038","https://openalex.org/W1979451680","https://openalex.org/W1980403059","https://openalex.org/W1982471090","https://openalex.org/W1984066865","https://openalex.org/W1984735388","https://openalex.org/W1989981252","https://openalex.org/W2015015901","https://openalex.org/W2023898636","https://openalex.org/W2035713052","https://openalex.org/W2038829463","https://openalex.org/W2051596736","https://openalex.org/W2063261055","https://openalex.org/W2085448797","https://openalex.org/W2114338738","https://openalex.org/W2117117414","https://openalex.org/W2117644767","https://openalex.org/W2133665775","https://openalex.org/W2134963900","https://openalex.org/W2138088051","https://openalex.org/W2141983208","https://openalex.org/W2143600423","https://openalex.org/W2154250199","https://openalex.org/W2155893237","https://openalex.org/W2161907179","https://openalex.org/W2168023013","https://openalex.org/W2171349048","https://openalex.org/W2191457296","https://openalex.org/W2303460237","https://openalex.org/W2320852756","https://openalex.org/W2324971623","https://openalex.org/W2410760478","https://openalex.org/W2507291501","https://openalex.org/W2523863549","https://openalex.org/W2528334952","https://openalex.org/W2564196066","https://openalex.org/W2584716008","https://openalex.org/W2596167043","https://openalex.org/W2610781289","https://openalex.org/W2621660136","https://openalex.org/W2919115771","https://openalex.org/W3150672626","https://openalex.org/W6684791271","https://openalex.org/W6701249984","https://openalex.org/W6734788915"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2318112981","https://openalex.org/W4312417841","https://openalex.org/W2628861693"],"abstract_inverted_index":{"Manifold":[0],"causes":[1],"of":[2,9,25,29,73,82,88],"image":[3,30,35,75,89,118],"blurring":[4,31,119],"make":[5],"the":[6,26,80,86],"no-reference":[7],"evaluation":[8],"realistic":[10],"blurred":[11],"images":[12],"very":[13],"challenging.":[14],"Previous":[15],"studies":[16],"indicate":[17],"that":[18,61,105],"handcrafted":[19],"features":[20,69,84,111],"suffer":[21],"from":[22],"poor":[23],"representation":[24,72],"intrinsic":[27,83,110],"characteristics":[28],"and":[32,65,85,112],"thus":[33],"blind":[34],"sharpness":[36],"assessment":[37],"(BISA)":[38],"is":[39],"unsatisfactory.":[40],"This":[41],"paper":[42],"explores":[43],"a":[44],"shallow":[45],"convolutional":[46],"neural":[47],"network":[48],"(CNN)":[49],"to":[50,59,67],"address":[51],"this":[52],"problem":[53],"facilitated":[54],"by":[55],"data":[56],"augmentation.":[57],"Superior":[58],"algorithms":[60],"necessitates":[62],"considerable":[63],"expertise":[64],"efforts":[66],"handcraft":[68],"for":[70],"optimal":[71],"perceptual":[74],"quality,":[76],"CNN":[77,106],"directly":[78],"integrates":[79],"retrieval":[81],"prediction":[87],"blur":[90],"quality":[91],"into":[92],"an":[93],"optimization":[94],"process.":[95],"Moreover,":[96],"experiments":[97],"on":[98],"Realistic":[99],"Blurring":[100],"Image":[101],"Database":[102],"have":[103],"verified":[104],"advances":[107],"in":[108],"retrieving":[109],"obtains":[113],"good":[114],"correlation":[115],"with":[116],"subjective":[117],"evaluations.":[120]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}