{"id":"https://openalex.org/W3021415190","doi":"https://doi.org/10.1177/0142331220916056","title":"Computer vision measurement and optimization of surface roughness using soft computing approaches","display_name":"Computer vision measurement and optimization of surface roughness using soft computing approaches","publication_year":2020,"publication_date":"2020-05-08","ids":{"openalex":"https://openalex.org/W3021415190","doi":"https://doi.org/10.1177/0142331220916056","mag":"3021415190"},"language":"en","primary_location":{"id":"doi:10.1177/0142331220916056","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331220916056","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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/A5083502977","display_name":"B. Radha Krishnan","orcid":"https://orcid.org/0000-0002-5070-5653"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Radha Krishnan Beemaraj","raw_affiliation_strings":["Mechanical Engineering, Nadar Saraswathi College of Engineering and Technology, India"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering, Nadar Saraswathi College of Engineering and Technology, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085968935","display_name":"Mathalai Sundaram Chandra Sekar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mathalai Sundaram Chandra Sekar","raw_affiliation_strings":["Principal, Nadar Saraswathi College of Engineering and Technology, India"],"affiliations":[{"raw_affiliation_string":"Principal, Nadar Saraswathi College of Engineering and Technology, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008454770","display_name":"V. Vijayan","orcid":null},"institutions":[{"id":"https://openalex.org/I2799306724","display_name":"Ramakrishna Mission Vidyamandira","ror":"https://ror.org/019wbnq12","country_code":"IN","type":"other","lineage":["https://openalex.org/I2799306724"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Venkatraman Vijayan","raw_affiliation_strings":["Mechanical Engineering, K. Ramakrishnan College of Technology, India"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering, K. Ramakrishnan College of Technology, India","institution_ids":["https://openalex.org/I2799306724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083502977"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1691,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.92267434,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"42","issue":"13","first_page":"2475","last_page":"2481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9629999995231628,"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/T13928","display_name":"Advanced Sensor Technologies Research","score":0.9391000270843506,"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/soft-computing","display_name":"Soft computing","score":0.89752197265625},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.7722517251968384},{"id":"https://openalex.org/keywords/kurtosis","display_name":"Kurtosis","score":0.7023934721946716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.63029545545578},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6059572696685791},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"Surface roughness","score":0.5358928442001343},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4823160171508789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4595997929573059},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4243118166923523},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3971296548843384},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3480028510093689},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3454483151435852},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2755683362483978},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21163839101791382},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13884562253952026},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1090211272239685}],"concepts":[{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.89752197265625},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7722517251968384},{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.7023934721946716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.63029545545578},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6059572696685791},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.5358928442001343},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4823160171508789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4595997929573059},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4243118166923523},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3971296548843384},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3480028510093689},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3454483151435852},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2755683362483978},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21163839101791382},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13884562253952026},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1090211272239685},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0142331220916056","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331220916056","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1970452021","https://openalex.org/W2013045208","https://openalex.org/W2022138823","https://openalex.org/W2049430552","https://openalex.org/W2065906307","https://openalex.org/W2074181469","https://openalex.org/W2089435890","https://openalex.org/W2340086653","https://openalex.org/W2340560808","https://openalex.org/W2592535989","https://openalex.org/W2603878434","https://openalex.org/W2899902037","https://openalex.org/W2905161641","https://openalex.org/W2924377903","https://openalex.org/W2968586282","https://openalex.org/W4244446966","https://openalex.org/W4388941217"],"related_works":["https://openalex.org/W2437265006","https://openalex.org/W2298326831","https://openalex.org/W3021415190","https://openalex.org/W2033000528","https://openalex.org/W2229319820","https://openalex.org/W2015538044","https://openalex.org/W2052253960","https://openalex.org/W2480412556","https://openalex.org/W2382607599","https://openalex.org/W2355413883"],"abstract_inverted_index":{"This":[0,89],"paper":[1],"proposes":[2],"an":[3],"efficient":[4],"methodology":[5],"for":[6,113],"predicting":[7],"surface":[8,32,74,110],"roughness":[9,33,75,111],"using":[10,47],"different":[11],"soft":[12,16],"computing":[13,17],"approaches.":[14],"The":[15,30,103],"approaches":[18],"are":[19,61],"artificial":[20],"neural":[21],"network,":[22],"adaptive":[23,50],"neuro-fuzzy":[24,51],"inference":[25,52],"system":[26,53],"and":[27,72,81,117],"genetic":[28,96],"algorithm.":[29],"proposed":[31],"prediction":[34],"procedure":[35],"has":[36],"the":[37,44,58,95,100,119],"following":[38],"stages":[39],"as":[40,66],"feature":[41],"extraction":[42],"from":[43,63],"materials,":[45],"classifications":[46],"random":[48,82],"forests,":[49],"(ANFIS).":[54],"In":[55],"this":[56],"paper,":[57],"statistical":[59],"features":[60],"extracted":[62],"material":[64],"images":[65],"skewness,":[67],"kurtosis,":[68],"mean,":[69],"variance,":[70],"contrast,":[71],"energy.The":[73],"accuracy":[76],"value":[77],"varied":[78],"between":[79],"ANFIS":[80],"forest":[83],"classification":[84],"in":[85],"every":[86],"measurement":[87],"sequence.":[88],"limitation":[90],"can":[91,106],"be":[92],"overcome":[93],"by":[94],"algorithm":[97],"to":[98,123],"optimize":[99],"best":[101],"results.":[102],"optimization":[104],"technique":[105],"produce":[107],"more":[108,114],"accurate":[109],"results":[112],"than":[115],"98%":[116],"reduce":[118],"error":[120],"rate":[121],"up":[122],"0.5%.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}