{"id":"https://openalex.org/W3042488732","doi":"https://doi.org/10.1109/access.2020.3010127","title":"Optimized Wavelet-Based Satellite Image De-Noising With Multi-Population Differential Evolution-Assisted Harris Hawks Optimization Algorithm","display_name":"Optimized Wavelet-Based Satellite Image De-Noising With Multi-Population Differential Evolution-Assisted Harris Hawks Optimization Algorithm","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3042488732","doi":"https://doi.org/10.1109/access.2020.3010127","mag":"3042488732"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3010127","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3010127","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09143087.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09143087.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034612249","display_name":"Noorbakhsh Amiri Golilarz","orcid":"https://orcid.org/0000-0003-2676-989X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Noorbakhsh Amiri Golilarz","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2676-989X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068048733","display_name":"Mirpouya Mirmozaffari","orcid":"https://orcid.org/0000-0003-2679-0488"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"education","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mirpouya Mirmozaffari","raw_affiliation_strings":["Department of Industrial, Manufacturing, and Systems Engineering, The University of Texas at Arlington, Arlington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial, Manufacturing, and Systems Engineering, The University of Texas at Arlington, Arlington, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013046503","display_name":"Tayyebeh Asgari Gashteroodkhani","orcid":null},"institutions":[{"id":"https://openalex.org/I877176835","display_name":"University of Guilan","ror":"https://ror.org/01bdr6121","country_code":"IR","type":"education","lineage":["https://openalex.org/I877176835"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Tayyebeh Asgari Gashteroodkhani","raw_affiliation_strings":["Department of Electrical Engineering, University of Guilan, Rasht, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Guilan, Rasht, Iran","institution_ids":["https://openalex.org/I877176835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108263231","display_name":"Liaqat Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liaqat Ali","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3095-7271","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073200033","display_name":"Hamidreza Ahady Dolatsara","orcid":"https://orcid.org/0000-0003-0650-8334"},"institutions":[{"id":"https://openalex.org/I130785548","display_name":"Clark University","ror":"https://ror.org/04123ky43","country_code":"US","type":"education","lineage":["https://openalex.org/I130785548"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamidreza Ahady Dolatsara","raw_affiliation_strings":["School of Management, Clark University, Worcester, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Clark University, Worcester, USA","institution_ids":["https://openalex.org/I130785548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076623785","display_name":"Azam Boskabadi","orcid":"https://orcid.org/0000-0002-4856-0504"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Azam Boskabadi","raw_affiliation_strings":["Department of Finance and Management Science, Carson College of Business, Washington State University, Pullman, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Finance and Management Science, Carson College of Business, Washington State University, Pullman, USA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034294107","display_name":"Mohammad Yazdi","orcid":"https://orcid.org/0000-0002-6714-5285"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Mohammad Yazdi","raw_affiliation_strings":["Instituto Superior T\u00e9cnico, University of Lisbon, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico, University of Lisbon, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.1208,"has_fulltext":true,"cited_by_count":64,"citation_normalized_percentile":{"value":0.95268322,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"133076","last_page":"133085"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998000264167786,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9998000264167786,"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":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9966999888420105,"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/differential-evolution","display_name":"Differential evolution","score":0.6911263465881348},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.577335000038147},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5634645223617554},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.47045600414276123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4392316937446594},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41832396388053894},{"id":"https://openalex.org/keywords/satellite-image","display_name":"Satellite image","score":0.4154050350189209},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3871564269065857},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3520921468734741},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12076985836029053}],"concepts":[{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6911263465881348},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.577335000038147},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5634645223617554},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.47045600414276123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4392316937446594},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41832396388053894},{"id":"https://openalex.org/C2985301230","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite image","level":3,"score":0.4154050350189209},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3871564269065857},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3520921468734741},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12076985836029053},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.3010127","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3010127","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09143087.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:commons.clarku.edu:faculty_school_of_management-1168","is_oa":false,"landing_page_url":"https://commons.clarku.edu/faculty_school_of_management/169","pdf_url":null,"source":{"id":"https://openalex.org/S4377196688","display_name":"Clark Digital Commons (Clark University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130785548","host_organization_name":"Clark University","host_organization_lineage":["https://openalex.org/I130785548"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"School of Business","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:01cf297aca194f2d9a8d80e6873c35a3","is_oa":true,"landing_page_url":"https://doaj.org/article/01cf297aca194f2d9a8d80e6873c35a3","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 133076-133085 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3010127","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3010127","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09143087.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3042488732.pdf","grobid_xml":"https://content.openalex.org/works/W3042488732.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W59771946","https://openalex.org/W1595159159","https://openalex.org/W1993357058","https://openalex.org/W1996624683","https://openalex.org/W2006663170","https://openalex.org/W2022239878","https://openalex.org/W2032374738","https://openalex.org/W2049909233","https://openalex.org/W2065391104","https://openalex.org/W2072246452","https://openalex.org/W2099691301","https://openalex.org/W2100925004","https://openalex.org/W2113945798","https://openalex.org/W2125527601","https://openalex.org/W2129623024","https://openalex.org/W2134651899","https://openalex.org/W2134929491","https://openalex.org/W2136910298","https://openalex.org/W2140667604","https://openalex.org/W2153834080","https://openalex.org/W2158252006","https://openalex.org/W2170885533","https://openalex.org/W2194304464","https://openalex.org/W2243265081","https://openalex.org/W2257232880","https://openalex.org/W2290883490","https://openalex.org/W2543580944","https://openalex.org/W2588852908","https://openalex.org/W2782136875","https://openalex.org/W2789373832","https://openalex.org/W2792125224","https://openalex.org/W2797182028","https://openalex.org/W2887874867","https://openalex.org/W2899928528","https://openalex.org/W2912752270","https://openalex.org/W2918997331","https://openalex.org/W2919979744","https://openalex.org/W2942852324","https://openalex.org/W2979048634","https://openalex.org/W3009351641","https://openalex.org/W3015353830","https://openalex.org/W3097374071","https://openalex.org/W4214806317","https://openalex.org/W4240337472","https://openalex.org/W4255521522","https://openalex.org/W6611481756","https://openalex.org/W6690412698"],"related_works":["https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2902714807","https://openalex.org/W2537489131","https://openalex.org/W2394084632","https://openalex.org/W2358293514","https://openalex.org/W2046633342","https://openalex.org/W2059273319","https://openalex.org/W2014650515"],"abstract_inverted_index":{"In":[0,51,110],"this":[1,52,118],"research,":[2],"we":[3,54,64],"propose":[4],"to":[5,112,146,158],"utilize":[6],"the":[7,19,27,34,38,60,66,78,89,113,125,130,162,171,174,186],"newly":[8],"introduced":[9],"Multi-population":[10],"differential":[11,48],"evolution-assisted":[12],"Harris":[13],"Hawks":[14],"Optimization":[15],"Algorithm":[16],"(CMDHHO)":[17],"in":[18,26,59,185],"optimization":[20,31,57,61],"process":[21],"for":[22],"satellite":[23,178],"image":[24,142,179],"denoising":[25],"wavelet":[28],"domain.":[29],"This":[30],"algorithm":[32,41,91],"is":[33,85,120],"improved":[35],"version":[36],"of":[37,44,164,173],"previous":[39],"HHO":[40],"which":[42],"consists":[43],"chaos,":[45],"multi-population,":[46],"and":[47,63,97,104,115,123,150,160],"evolution":[49],"strategies.":[50],"study,":[53],"applied":[55],"several":[56],"algorithms":[58],"procedure":[62],"compared":[65],"de-noising":[67,166,180],"results":[68,99,169],"with":[69,77,94,101],"CMDHHO":[70,90,176],"based":[71,106,134,141,177],"noise":[72,107,135],"suppression":[73,136],"as":[74,76],"well":[75],"Thresholding":[79],"Neural":[80],"Network":[81],"(TNN)":[82],"approaches.":[83],"It":[84],"observed":[86],"that":[87],"applying":[88],"provides":[92],"us":[93],"better":[95,138],"qualitative":[96],"quantitative":[98],"comparing":[100],"other":[102,182],"optimized":[103,133],"TNN":[105,140],"removal":[108],"techniques.":[109],"addition":[111],"quality":[114],"quantity":[116],"improvement,":[117],"method":[119],"computationally":[121],"efficient":[122],"improves":[124],"processing":[126],"time.":[127],"Based":[128],"on":[129],"experimental":[131],"analysis,":[132],"performs":[137],"than":[139],"de-noising.":[143],"Peak":[144],"Signal":[145],"Noise":[147],"Ratio":[148],"(PSNR)":[149],"Mean":[151],"Structural":[152],"Similarity":[153],"Index":[154],"(MSSIM)":[155],"are":[156],"used":[157],"evaluate":[159],"measure":[161],"performance":[163],"different":[165],"methods.":[167],"Experimental":[168],"indicate":[170],"superiority":[172],"proposed":[175],"over":[181],"available":[183],"approaches":[184],"literature.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
