{"id":"https://openalex.org/W1967451660","doi":"https://doi.org/10.2298/csis090405029c","title":"Design of median-type filters with an impulse noise detector using decision tree and particle swarm optimization for image restoration","display_name":"Design of median-type filters with an impulse noise detector using decision tree and particle swarm optimization for image restoration","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1967451660","doi":"https://doi.org/10.2298/csis090405029c","mag":"1967451660"},"language":"en","primary_location":{"id":"doi:10.2298/csis090405029c","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis090405029c","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141000029C","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141000029C","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009954107","display_name":"Bae-Muu Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]},{"id":"https://openalex.org/I4210155545","display_name":"Chang Hua Hospital","ror":"https://ror.org/04kqtxx50","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210155545"]},{"id":"https://openalex.org/I5971364","display_name":"Chienkuo Technology University","ror":"https://ror.org/04ahb7r80","country_code":"TW","type":"education","lineage":["https://openalex.org/I5971364"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Bae-Muu Chang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chung Cheng University, Min-Hsiung, Chia-Yi 621, Taiwan, R.O","Department of Information Management, Chienkuo Technology University, Chang-Hua, Chang-Hua 500, Taiwan, R.O"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chung Cheng University, Min-Hsiung, Chia-Yi 621, Taiwan, R.O","institution_ids":["https://openalex.org/I148099254"]},{"raw_affiliation_string":"Department of Information Management, Chienkuo Technology University, Chang-Hua, Chang-Hua 500, Taiwan, R.O","institution_ids":["https://openalex.org/I4210155545","https://openalex.org/I5971364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034890009","display_name":"Hung-Hsu Tsai","orcid":"https://orcid.org/0000-0001-9690-2719"},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hung-Hsu Tsai","raw_affiliation_strings":["Department of Information Management, National Formosa University, Hu-Wei, Yun-Lin 632, Taiwan, R.O"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Formosa University, Hu-Wei, Yun-Lin 632, Taiwan, R.O","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041864198","display_name":"Xuan-Ping Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Xuan-Ping Lin","raw_affiliation_strings":["Department of Information Management, National Formosa University, Hu-Wei, Yun-Lin 632, Taiwan, R.O"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Formosa University, Hu-Wei, Yun-Lin 632, Taiwan, R.O","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113844352","display_name":"Pao-Ta Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pao-Ta Yu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chung Cheng University, Min-Hsiung, Chia-Yi 621, Taiwan, R.O"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chung Cheng University, Min-Hsiung, Chia-Yi 621, Taiwan, R.O","institution_ids":["https://openalex.org/I148099254"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009954107"],"corresponding_institution_ids":["https://openalex.org/I148099254","https://openalex.org/I4210155545","https://openalex.org/I5971364"],"apc_list":null,"apc_paid":null,"fwci":0.6445,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73691798,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"7","issue":"4","first_page":"859","last_page":"882"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":1.0,"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":1.0,"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":0.9979000091552734,"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/T11019","display_name":"Image Enhancement Techniques","score":0.996399998664856,"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/impulse-noise","display_name":"Impulse noise","score":0.7904671430587769},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6824586391448975},{"id":"https://openalex.org/keywords/median-filter","display_name":"Median filter","score":0.6799692511558533},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6709481477737427},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.602312445640564},{"id":"https://openalex.org/keywords/impulse","display_name":"Impulse (physics)","score":0.47008752822875977},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46918582916259766},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.44807034730911255},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4477437436580658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43918871879577637},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4386579096317291},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.43166983127593994},{"id":"https://openalex.org/keywords/matched-filter","display_name":"Matched filter","score":0.42111748456954956},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.369398832321167},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2539733648300171},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15677154064178467},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12641125917434692},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08762145042419434}],"concepts":[{"id":"https://openalex.org/C127372701","wikidata":"https://www.wikidata.org/wiki/Q16979398","display_name":"Impulse noise","level":3,"score":0.7904671430587769},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6824586391448975},{"id":"https://openalex.org/C55352655","wikidata":"https://www.wikidata.org/wiki/Q304247","display_name":"Median filter","level":4,"score":0.6799692511558533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6709481477737427},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.602312445640564},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.47008752822875977},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46918582916259766},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.44807034730911255},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4477437436580658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43918871879577637},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4386579096317291},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.43166983127593994},{"id":"https://openalex.org/C50151734","wikidata":"https://www.wikidata.org/wiki/Q1759577","display_name":"Matched filter","level":3,"score":0.42111748456954956},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.369398832321167},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2539733648300171},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15677154064178467},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12641125917434692},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08762145042419434},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2298/csis090405029c","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis090405029c","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141000029C","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doiserbia:1820-02141000029C","is_oa":false,"landing_page_url":"http://doi.org/10.2298/CSIS090405029C","pdf_url":null,"source":{"id":"https://openalex.org/S4306400515","display_name":"Digital Object Identifier (DOI) Repository Serbia (National Library of Serbia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210142455","host_organization_name":"National Library of Serbia","host_organization_lineage":["https://openalex.org/I4210142455"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":". 7(4) 859-882"}],"best_oa_location":{"id":"doi:10.2298/csis090405029c","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis090405029c","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02141000029C","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G4413902095","display_name":null,"funder_award_id":"NSC 97-2221-E-150-070","funder_id":"https://openalex.org/F4320321040","funder_display_name":"National Science Council"}],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1967451660.pdf","grobid_xml":"https://content.openalex.org/works/W1967451660.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1565377632","https://openalex.org/W1601760457","https://openalex.org/W1971371005","https://openalex.org/W2060806004","https://openalex.org/W2081933987","https://openalex.org/W2090356242","https://openalex.org/W2100249676","https://openalex.org/W2101248405","https://openalex.org/W2118650485","https://openalex.org/W2120624261","https://openalex.org/W2122214262","https://openalex.org/W2124139674","https://openalex.org/W2127078478","https://openalex.org/W2147523569","https://openalex.org/W2159558889","https://openalex.org/W2167707673","https://openalex.org/W2169733476","https://openalex.org/W2534633424"],"related_works":["https://openalex.org/W1590043645","https://openalex.org/W1592077394","https://openalex.org/W2780581930","https://openalex.org/W2950377639","https://openalex.org/W2351624774","https://openalex.org/W2184986476","https://openalex.org/W2787719074","https://openalex.org/W2181641135","https://openalex.org/W2541483240","https://openalex.org/W1983094464"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"the":[3,12,16,21,24,49,61,69,89,93,98,106,109,115,123,143],"median-type":[4],"filters":[5],"with":[6],"an":[7,34,74],"impulse":[8,29,35,70,84,139],"noise":[9,36,71,85],"detector":[10,37,72,77],"using":[11],"decision":[13,90],"tree":[14,91],"and":[15,92,114,137,141],"particle":[17,94],"swarm":[18,95],"optimization,":[19],"for":[20,135],"recovery":[22],"of":[23],"corrupted":[25,44,124],"gray-level":[26],"images":[27],"by":[28,81],"noises.":[30],"It":[31],"first":[32],"utilizes":[33,105],"to":[38,57,121],"determine":[39],"whether":[40],"a":[41],"pixel":[42,62],"is":[43,55,63,73,79],"or":[45],"not.":[46],"If":[47],"yes,":[48],"filtering":[50],"component":[51],"in":[52,101],"this":[53,67,102,130],"method":[54,103,131],"triggered":[56],"filter":[58,120],"it.":[59],"Otherwise,":[60],"kept":[64],"unchanged.":[65],"In":[66],"work,":[68],"adaptive":[75],"hybrid":[76],"which":[78],"constructed":[80],"integrating":[82],"10":[83],"detectors":[86],"based":[87],"on":[88],"optimization.":[96],"Subsequently,":[97],"restoring":[99,138],"process":[100],"respectively":[104],"median":[107,119],"filter,":[108,113],"rank":[110],"ordered":[111,118],"mean":[112],"progressive":[116],"noise-free":[117],"restore":[122],"pixel.":[125],"Experimental":[126],"results":[127],"demonstrate":[128],"that":[129],"achieves":[132],"high":[133],"performance":[134],"detecting":[136],"noises,":[140],"outperforms":[142],"existing":[144],"well-known":[145],"methods.":[146]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2016-06-24T00:00:00"}