{"id":"https://openalex.org/W2155903085","doi":"https://doi.org/10.1186/1687-5281-2014-50","title":"Review of vision-based steel surface inspection systems","display_name":"Review of vision-based steel surface inspection systems","publication_year":2014,"publication_date":"2014-11-13","ids":{"openalex":"https://openalex.org/W2155903085","doi":"https://doi.org/10.1186/1687-5281-2014-50","mag":"2155903085"},"language":"en","primary_location":{"id":"doi:10.1186/1687-5281-2014-50","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-5281-2014-50","pdf_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-5281-2014-50","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-5281-2014-50","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044011880","display_name":"Nirbhar Neogi","orcid":null},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nirbhar Neogi","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Birla Institute of Technology, Mesra, India","Department of Electrical and Electronics Engineering, Birla Institute of Technology, Mesra, Ranchi, 835215, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Birla Institute of Technology, Mesra, India","institution_ids":["https://openalex.org/I115715567"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Birla Institute of Technology, Mesra, Ranchi, 835215, India","institution_ids":["https://openalex.org/I115715567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001408456","display_name":"Dusmanta Kumar Mohanta","orcid":"https://orcid.org/0000-0002-3122-4125"},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dusmanta K Mohanta","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Birla Institute of Technology, Mesra, India","Department of Electrical and Electronics Engineering, Birla Institute of Technology, Mesra, Ranchi, 835215, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Birla Institute of Technology, Mesra, India","institution_ids":["https://openalex.org/I115715567"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Birla Institute of Technology, Mesra, Ranchi, 835215, India","institution_ids":["https://openalex.org/I115715567"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103122405","display_name":"Pranab Kumar Dutta","orcid":"https://orcid.org/0000-0001-9906-719X"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pranab K Dutta","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology, Kharagpur, 721302, India","Department of Electrical Engineering, Indian Institute of Technology, Kharagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Kharagpur, 721302, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":26.1058,"has_fulltext":true,"cited_by_count":312,"citation_normalized_percentile":{"value":0.99713795,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"2014","issue":"1","first_page":null,"last_page":null},"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":0.9998999834060669,"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":0.9998999834060669,"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/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9975000023841858,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9915000200271606,"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/computer-science","display_name":"Computer science","score":0.5367492437362671},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4972107708454132},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.49167853593826294},{"id":"https://openalex.org/keywords/strips","display_name":"STRIPS","score":0.4847690463066101},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4511692225933075},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.42602774500846863},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.4167234003543854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41252806782722473},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36763492226600647},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.3260488510131836},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.30068501830101013},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28703033924102783},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08962765336036682}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5367492437362671},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4972107708454132},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.49167853593826294},{"id":"https://openalex.org/C200925200","wikidata":"https://www.wikidata.org/wiki/Q7624170","display_name":"STRIPS","level":2,"score":0.4847690463066101},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4511692225933075},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.42602774500846863},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.4167234003543854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41252806782722473},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36763492226600647},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3260488510131836},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.30068501830101013},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28703033924102783},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08962765336036682},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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:10.1186/1687-5281-2014-50","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-5281-2014-50","pdf_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-5281-2014-50","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/1687-5281-2014-50","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-5281-2014-50","pdf_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-5281-2014-50","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2155903085.pdf","grobid_xml":"https://content.openalex.org/works/W2155903085.grobid-xml"},"referenced_works_count":93,"referenced_works":["https://openalex.org/W1442129643","https://openalex.org/W1505935108","https://openalex.org/W1569967531","https://openalex.org/W1576268005","https://openalex.org/W1579654274","https://openalex.org/W1585979646","https://openalex.org/W1637045490","https://openalex.org/W1785458974","https://openalex.org/W1914562277","https://openalex.org/W1965696824","https://openalex.org/W1972923418","https://openalex.org/W1975551334","https://openalex.org/W1981759979","https://openalex.org/W1983438078","https://openalex.org/W1983936318","https://openalex.org/W1994327174","https://openalex.org/W1998694889","https://openalex.org/W1998709053","https://openalex.org/W2000217132","https://openalex.org/W2001238362","https://openalex.org/W2002011878","https://openalex.org/W2004313226","https://openalex.org/W2007431582","https://openalex.org/W2009990860","https://openalex.org/W2017136958","https://openalex.org/W2020653176","https://openalex.org/W2022896648","https://openalex.org/W2029669066","https://openalex.org/W2039727588","https://openalex.org/W2044552234","https://openalex.org/W2044722202","https://openalex.org/W2047523008","https://openalex.org/W2052637396","https://openalex.org/W2053593539","https://openalex.org/W2058345835","https://openalex.org/W2058664765","https://openalex.org/W2063083376","https://openalex.org/W2064009866","https://openalex.org/W2064014153","https://openalex.org/W2066359763","https://openalex.org/W2069636077","https://openalex.org/W2078087367","https://openalex.org/W2091290950","https://openalex.org/W2092178725","https://openalex.org/W2096065637","https://openalex.org/W2097946161","https://openalex.org/W2100812712","https://openalex.org/W2103001738","https://openalex.org/W2107986641","https://openalex.org/W2109925328","https://openalex.org/W2111445042","https://openalex.org/W2116419385","https://openalex.org/W2117780789","https://openalex.org/W2118348777","https://openalex.org/W2121784479","https://openalex.org/W2123205538","https://openalex.org/W2124776405","https://openalex.org/W2130764526","https://openalex.org/W2133212356","https://openalex.org/W2134435244","https://openalex.org/W2135460975","https://openalex.org/W2139176774","https://openalex.org/W2139963745","https://openalex.org/W2145356027","https://openalex.org/W2158946008","https://openalex.org/W2165321742","https://openalex.org/W2169628755","https://openalex.org/W2171578796","https://openalex.org/W2183790810","https://openalex.org/W2189070817","https://openalex.org/W2368599052","https://openalex.org/W2406968003","https://openalex.org/W2529216001","https://openalex.org/W2542054509","https://openalex.org/W2544831403","https://openalex.org/W2603373334","https://openalex.org/W2809353119","https://openalex.org/W2959035603","https://openalex.org/W2970401523","https://openalex.org/W3175617784","https://openalex.org/W4233524643","https://openalex.org/W4241722226","https://openalex.org/W4248229790","https://openalex.org/W4250878893","https://openalex.org/W4252628899","https://openalex.org/W4252813286","https://openalex.org/W4285719527","https://openalex.org/W4388543678","https://openalex.org/W6600420067","https://openalex.org/W6601348753","https://openalex.org/W6602673118","https://openalex.org/W6815206183","https://openalex.org/W6828153764"],"related_works":["https://openalex.org/W2901417011","https://openalex.org/W4231339125","https://openalex.org/W2162386635","https://openalex.org/W2037849396","https://openalex.org/W2332845118","https://openalex.org/W1995806980","https://openalex.org/W2099673128","https://openalex.org/W2618026438","https://openalex.org/W3103535007","https://openalex.org/W2072812030"],"abstract_inverted_index":{"Steel":[0],"is":[1,102,118],"the":[2,22,67,79,141],"material":[3],"of":[4,49,83,85,91,106,129,138,150],"choice":[5],"for":[6,28,112],"a":[7],"large":[8],"number":[9],"and":[10,64,89,132,156],"very":[11,62],"diverse":[12],"industrial":[13],"applications.":[14],"Surface":[15],"qualities":[16],"along":[17,171],"with":[18,172],"other":[19],"properties":[20],"are":[21,37,96],"most":[23,119],"important":[24],"quality":[25],"parameters,":[26],"particularly":[27],"flat-rolled":[29],"steel":[30,53,92,99,114,152],"products.":[31],"Traditional":[32],"manual":[33],"surface":[34,54,126,153],"inspection":[35,55],"procedures":[36],"awfully":[38],"inadequate":[39],"to":[40,60,77,121,167,175],"ensure":[41,46],"guaranteed":[42],"quality-free":[43],"surface.":[44],"To":[45],"stringent":[47],"requirements":[48],"customers,":[50],"automated":[51],"vision-based":[52,86,160],"techniques":[56],"have":[57,163],"been":[58,110,165],"found":[59],"be":[61],"effective":[63],"popular":[65],"during":[66,140],"last":[68,142],"two":[69],"decades.":[70],"Considering":[71],"its":[72],"importance,":[73],"this":[74],"paper":[75],"attempts":[76],"make":[78],"first":[80],"formal":[81],"review":[82,146],"state-of-art":[84],"defect":[87,127,154],"detection":[88,128,155],"classification":[90,157],"surfaces":[93,116],"as":[94],"they":[95],"produced":[97],"from":[98],"mills.":[100],"It":[101],"observed":[103],"that":[104],"majority":[105],"research":[107],"work":[108],"has":[109,134],"undertaken":[111],"cold":[113],"strip":[115],"which":[117],"sensitive":[120],"customers'":[122],"requirements.":[123],"Work":[124],"on":[125],"hot":[130],"strips":[131],"bars/rods":[133],"also":[135,164],"shown":[136],"signs":[137],"increase":[139],"10":[143],"years.":[144],"The":[145],"covers":[147],"overall":[148],"aspects":[149],"automatic":[151],"systems":[158],"using":[159],"techniques.":[161],"Attentions":[162],"drawn":[166],"reported":[168],"success":[169],"rates":[170],"issues":[173],"related":[174],"real-time":[176],"operational":[177],"aspects.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":38},{"year":2022,"cited_by_count":33},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":28},{"year":2018,"cited_by_count":31},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":5}],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}