{"id":"https://openalex.org/W2886062469","doi":"https://doi.org/10.1155/2018/3610482","title":"A Novel Real\u2010Time Image Restoration Algorithm in Edge Computing","display_name":"A Novel Real\u2010Time Image Restoration Algorithm in Edge Computing","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2886062469","doi":"https://doi.org/10.1155/2018/3610482","mag":"2886062469"},"language":"en","primary_location":{"id":"doi:10.1155/2018/3610482","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/3610482","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2018/3610482.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2018/3610482.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030643500","display_name":"Xingmin Ma","orcid":"https://orcid.org/0000-0003-0508-2861"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingmin Ma","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, China","School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112505694","display_name":"Shenggang Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenggang Xu","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, China","School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016909719","display_name":"Fengping An","orcid":"https://orcid.org/0000-0002-2220-2987"},"institutions":[{"id":"https://openalex.org/I4210147117","display_name":"Huaiyin Normal University","ror":"https://ror.org/03xvggv44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147117"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengping An","raw_affiliation_strings":["Huaiyin Normal University, Huai'an 223001, China","Huaiyin Normal University, Huai'an 223001"],"raw_orcid":"https://orcid.org/0000-0002-2220-2987","affiliations":[{"raw_affiliation_string":"Huaiyin Normal University, Huai'an 223001, China","institution_ids":["https://openalex.org/I4210147117"]},{"raw_affiliation_string":"Huaiyin Normal University, Huai'an 223001","institution_ids":["https://openalex.org/I4210147117"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105335899","display_name":"Fuhong Lin","orcid":"https://orcid.org/0000-0002-5287-5226"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuhong Lin","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, China","School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083"],"raw_orcid":"https://orcid.org/0000-0002-5287-5226","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing 100083","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5105335899"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.5301,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71250134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2018","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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"}},"topics":[{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9973000288009644,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/image-restoration","display_name":"Image restoration","score":0.7830497622489929},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7105252742767334},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5329129695892334},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5064326524734497},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4549944996833801},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44975748658180237},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4438803195953369},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.42990216612815857},{"id":"https://openalex.org/keywords/image-gradient","display_name":"Image gradient","score":0.41897547245025635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39103594422340393},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3476707935333252},{"id":"https://openalex.org/keywords/feature-detection","display_name":"Feature detection (computer vision)","score":0.3047165274620056},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18720191717147827}],"concepts":[{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.7830497622489929},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7105252742767334},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5329129695892334},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5064326524734497},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4549944996833801},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44975748658180237},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4438803195953369},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.42990216612815857},{"id":"https://openalex.org/C182037307","wikidata":"https://www.wikidata.org/wiki/Q17039097","display_name":"Image gradient","level":5,"score":0.41897547245025635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39103594422340393},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3476707935333252},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.3047165274620056},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18720191717147827},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2018/3610482","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/3610482","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2018/3610482.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:41d7015c8ac44f1fa992094ed5e86d79","is_oa":false,"landing_page_url":"https://doaj.org/article/41d7015c8ac44f1fa992094ed5e86d79","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2018 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2018/3610482","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/3610482","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2018/3610482.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5195505803","display_name":null,"funder_award_id":"2017YFC0820700","funder_id":"https://openalex.org/F4320327655","funder_display_name":"Foundation of Science and Technology on Information Assurance Laboratory"},{"id":"https://openalex.org/G5700074831","display_name":null,"funder_award_id":"KJ-17-101","funder_id":"https://openalex.org/F4320327655","funder_display_name":"Foundation of Science and Technology on Information Assurance Laboratory"},{"id":"https://openalex.org/G6961868123","display_name":null,"funder_award_id":"61701188","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327655","display_name":"Foundation of Science and Technology on Information Assurance Laboratory","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2886062469.pdf","grobid_xml":"https://content.openalex.org/works/W2886062469.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1979078563","https://openalex.org/W2000630088","https://openalex.org/W2006262236","https://openalex.org/W2009284277","https://openalex.org/W2036824209","https://openalex.org/W2093195672","https://openalex.org/W2105051445","https://openalex.org/W2106207765","https://openalex.org/W2150060382","https://openalex.org/W2163838335","https://openalex.org/W2330562915","https://openalex.org/W2547437151","https://openalex.org/W2579348513","https://openalex.org/W2605092744","https://openalex.org/W2621047674","https://openalex.org/W2765171216","https://openalex.org/W2771022035","https://openalex.org/W4243038788"],"related_works":["https://openalex.org/W2125921314","https://openalex.org/W1977427710","https://openalex.org/W2312819198","https://openalex.org/W3036032503","https://openalex.org/W2368323222","https://openalex.org/W4211167461","https://openalex.org/W2941415828","https://openalex.org/W3200694817","https://openalex.org/W4383560752","https://openalex.org/W2353106874"],"abstract_inverted_index":{"Owning":[0],"to":[1,42,46,55,93,113,148,161],"the":[2,6,19,39,43,59,63,95,115,128,143,150,153,157,167,171,175,182,190,194,200,205,212,218,223],"high":[3],"processing":[4,60],"complexity,":[5],"image":[7,34,41,73,79,132,154,169,184,209,219,224],"restoration":[8,74,80,133,155,220],"can":[9,37,185,203,215],"only":[10],"be":[11,16,186],"processed":[12],"offline":[13],"and":[14,51,98,127,170,196,211,221],"hardly":[15],"applied":[17],"in":[18,48,84],"real\u2010time":[20,33,78,208],"production":[21],"life.":[22],"The":[23,178],"development":[24],"of":[25,62,102,118,131,140,174,198,207],"edge":[26,44,64,85],"computing":[27],"provides":[28],"a":[29,71,163],"new":[30],"solution":[31],"for":[32],"restoration.":[35],"It":[36],"upload":[38],"original":[40,176],"node":[45,65],"process":[47,159],"real":[49],"time":[50],"then":[52],"return":[53],"results":[54],"users":[56],"immediately.":[57],"However,":[58],"capacity":[61],"is":[66,82,111,134,146,160,180],"still":[67],"limited":[68],"which":[69],"requires":[70],"lightweight":[72],"algorithm.":[75],"A":[76],"novel":[77],"algorithm":[81,107,145,214],"proposed":[83,201,213],"computing.":[86],"Firstly,":[87],"10":[88],"classical":[89],"functions":[90],"are":[91],"used":[92,112,147],"determine":[94],"population":[96],"size":[97],"maximum":[99],"iteration":[100],"times":[101],"traction":[103],"fruit":[104],"fly":[105],"optimization":[106],"(TFOA).":[108],"Secondly,":[109],"TFOA":[110],"optimize":[114],"optimal":[116],"parameters":[117],"least":[119],"squares":[120],"support":[121],"vector":[122],"regression":[123],"(LSSVR)":[124],"kernel":[125],"function,":[126],"error":[129],"function":[130,139],"taken":[135],"as":[136],"an":[137],"adaptive":[138],"TFOA.":[141],"Thirdly,":[142],"LLSVR":[144],"restore":[149],"image.":[151,177],"During":[152],"process,":[156],"training":[158],"establish":[162],"mapping":[164,191],"relationship":[165,179],"between":[166],"degraded":[168,183],"adjacent":[172],"pixels":[173],"established;":[181],"restored":[187],"by":[188],"using":[189],"relationship.":[192],"Through":[193],"comparison":[195],"analysis":[197],"experiments,":[199],"method":[202],"meet":[204],"requirements":[206],"restoration,":[210],"speed":[216],"up":[217],"improve":[222],"quality.":[225]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
