{"id":"https://openalex.org/W3014749965","doi":"https://doi.org/10.3233/jifs-179713","title":"An improved hyper smoothing function based edge detection algorithm for noisy images","display_name":"An improved hyper smoothing function based edge detection algorithm for noisy images","publication_year":2020,"publication_date":"2020-03-30","ids":{"openalex":"https://openalex.org/W3014749965","doi":"https://doi.org/10.3233/jifs-179713","mag":"3014749965"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179713","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179713","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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/A5006632076","display_name":"Navdeep","orcid":null},"institutions":[{"id":"https://openalex.org/I36090812","display_name":"Netaji Subhas University of Technology","ror":"https://ror.org/01fczmh85","country_code":"IN","type":"education","lineage":["https://openalex.org/I36090812"]},{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Navdeep","raw_affiliation_strings":["Department of Instrumentation and Control Engineering, Netaji Subhas Institute of Technology, University of Delhi, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and Control Engineering, Netaji Subhas Institute of Technology, University of Delhi, New Delhi, India","institution_ids":["https://openalex.org/I36090812","https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103013818","display_name":"Vijander Singh","orcid":"https://orcid.org/0000-0002-9265-4639"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]},{"id":"https://openalex.org/I36090812","display_name":"Netaji Subhas University of Technology","ror":"https://ror.org/01fczmh85","country_code":"IN","type":"education","lineage":["https://openalex.org/I36090812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijander Singh","raw_affiliation_strings":["Department of Instrumentation and Control Engineering, Netaji Subhas Institute of Technology, University of Delhi, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and Control Engineering, Netaji Subhas Institute of Technology, University of Delhi, New Delhi, India","institution_ids":["https://openalex.org/I36090812","https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088912682","display_name":"Asha Rani","orcid":"https://orcid.org/0000-0003-1750-9789"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]},{"id":"https://openalex.org/I36090812","display_name":"Netaji Subhas University of Technology","ror":"https://ror.org/01fczmh85","country_code":"IN","type":"education","lineage":["https://openalex.org/I36090812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asha Rani","raw_affiliation_strings":["Department of Instrumentation and Control Engineering, Netaji Subhas Institute of Technology, University of Delhi, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and Control Engineering, Netaji Subhas Institute of Technology, University of Delhi, New Delhi, India","institution_ids":["https://openalex.org/I36090812","https://openalex.org/I110166357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011340864","display_name":"Sonal Goyal","orcid":"https://orcid.org/0000-0002-6083-4192"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]},{"id":"https://openalex.org/I36090812","display_name":"Netaji Subhas University of Technology","ror":"https://ror.org/01fczmh85","country_code":"IN","type":"education","lineage":["https://openalex.org/I36090812"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sonal Goyal","raw_affiliation_strings":["Department of Instrumentation and Control Engineering, Netaji Subhas Institute of Technology, University of Delhi, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"Department of Instrumentation and Control Engineering, Netaji Subhas Institute of Technology, University of Delhi, New Delhi, India","institution_ids":["https://openalex.org/I36090812","https://openalex.org/I110166357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006632076"],"corresponding_institution_ids":["https://openalex.org/I110166357","https://openalex.org/I36090812"],"apc_list":null,"apc_paid":null,"fwci":2.4963,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.90407913,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"38","issue":"5","first_page":"6325","last_page":"6335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T12549","display_name":"Image and Object Detection 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/T10052","display_name":"Medical Image Segmentation 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"}}],"keywords":[{"id":"https://openalex.org/keywords/sobel-operator","display_name":"Sobel operator","score":0.7636507749557495},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.7224396467208862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6778116822242737},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6213189959526062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5581327080726624},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5459215044975281},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.5435585379600525},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4887816607952118},{"id":"https://openalex.org/keywords/canny-edge-detector","display_name":"Canny edge detector","score":0.4569540321826935},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.45266517996788025},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44562235474586487},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43363434076309204},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43267685174942017},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3935900926589966},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2550886273384094},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.18044263124465942}],"concepts":[{"id":"https://openalex.org/C30703548","wikidata":"https://www.wikidata.org/wiki/Q1757673","display_name":"Sobel operator","level":5,"score":0.7636507749557495},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.7224396467208862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6778116822242737},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6213189959526062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5581327080726624},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5459215044975281},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.5435585379600525},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4887816607952118},{"id":"https://openalex.org/C14705441","wikidata":"https://www.wikidata.org/wiki/Q597183","display_name":"Canny edge detector","level":5,"score":0.4569540321826935},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.45266517996788025},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44562235474586487},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43363434076309204},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43267685174942017},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3935900926589966},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2550886273384094},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.18044263124465942}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179713","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179713","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W250280740","https://openalex.org/W271034579","https://openalex.org/W1964508600","https://openalex.org/W1972428342","https://openalex.org/W1982558124","https://openalex.org/W1989346583","https://openalex.org/W1995961871","https://openalex.org/W1996070955","https://openalex.org/W2014286161","https://openalex.org/W2018778548","https://openalex.org/W2023338843","https://openalex.org/W2024942677","https://openalex.org/W2037116606","https://openalex.org/W2062432103","https://openalex.org/W2064002467","https://openalex.org/W2082171961","https://openalex.org/W2089575713","https://openalex.org/W2090521404","https://openalex.org/W2109925328","https://openalex.org/W2131081720","https://openalex.org/W2163352848","https://openalex.org/W2267768293","https://openalex.org/W2342472233","https://openalex.org/W2343766162","https://openalex.org/W2500815657","https://openalex.org/W2553870318","https://openalex.org/W2766547203","https://openalex.org/W2886785490","https://openalex.org/W2899455311","https://openalex.org/W2908238856","https://openalex.org/W2909640490","https://openalex.org/W2910259740","https://openalex.org/W2923943486"],"related_works":["https://openalex.org/W3092835544","https://openalex.org/W3116427952","https://openalex.org/W26078244","https://openalex.org/W62557621","https://openalex.org/W2064144473","https://openalex.org/W1967001075","https://openalex.org/W2356242818","https://openalex.org/W2367365714","https://openalex.org/W2157949623","https://openalex.org/W4312567938"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,64,154],"improved":[4,52,65],"hyper":[5,109],"smoothing":[6],"function":[7,43],"based":[8,54],"methodology":[9],"for":[10,121,157],"efficient":[11],"edge":[12,158],"detection.":[13],"The":[14,60,87,124],"main":[15],"aim":[16],"of":[17,25,73,142],"this":[18],"work":[19],"is":[20,44,90],"to":[21,51,68,83,152,162],"obtain":[22],"localized":[23],"edges":[24],"noisy":[26],"and":[27,33,101,115,136,144],"blurred":[28],"images":[29,138],"without":[30],"duplicate":[31],"ones":[32],"integrating":[34],"them":[35],"into":[36],"meaningful":[37],"object":[38],"boundaries.":[39],"Therefore,":[40],"logarithmic":[41],"hyper-smoothing":[42],"introduced":[45],"in":[46,139,160],"local":[47,55,105,110],"binary":[48,56,106,111],"pattern":[49,57,107,112],"leading":[50],"hyperfunction":[53],"(IHLBP)":[58],"algorithm.":[59],"proposed":[61,129],"technique":[62],"uses":[63],"counting":[66],"scheme":[67],"correctly":[69],"evaluate":[70],"the":[71,84,128,140],"number":[72],"image":[74],"points":[75],"having":[76],"pixel":[77],"value":[78],"greater":[79],"than":[80],"or":[81],"equal":[82],"central":[85],"pixel.":[86],"IHLBP":[88,150],"algorithm":[89,130],"tested":[91],"on":[92,133],"synthetic":[93,135],"images,":[94,96],"radiography":[95],"real-life":[97],"pictures":[98],"from":[99],"USC-SIPL":[100],"BSDS":[102],"database.":[103],"Improved":[104],"(ILBP),":[108],"(HLBP),":[113],"Canny":[114],"Sobel":[116],"methods":[117],"are":[118],"also":[119],"used":[120],"comparative":[122],"analysis.":[123],"results":[125],"reveal":[126],"that":[127],"performs":[131],"well":[132],"all":[134],"real":[137],"presence":[141],"blur":[143],"salt":[145],"&amp;":[146],"pepper":[147],"noise.":[148],"Thus":[149],"proves":[151],"be":[153],"effective":[155],"approach":[156],"detection":[159],"comparison":[161],"conventional":[163],"methods.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
