{"id":"https://openalex.org/W1965123412","doi":"https://doi.org/10.1109/etfa.2014.7005257","title":"A probabilistic approach for defect detection based on saliency mechanisms","display_name":"A probabilistic approach for defect detection based on saliency mechanisms","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W1965123412","doi":"https://doi.org/10.1109/etfa.2014.7005257","mag":"1965123412"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2014.7005257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2014.7005257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044830323","display_name":"Francisco Bonnin\u2010Pascual","orcid":"https://orcid.org/0000-0002-4215-3764"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Bonnin-Pascual","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of the Balearic Islands, Palma de Mallorca, Spain","Department of Mathematics and Computer Science University of the Balearic Islands 07122 Palma de Mallorca, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of the Balearic Islands, Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science University of the Balearic Islands 07122 Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I50441567"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009268269","display_name":"Alberto Ortiz","orcid":"https://orcid.org/0000-0002-8253-7455"},"institutions":[{"id":"https://openalex.org/I50441567","display_name":"Universitat de les Illes Balears","ror":"https://ror.org/03e10x626","country_code":"ES","type":"education","lineage":["https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Ortiz","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of the Balearic Islands, Palma de Mallorca, Spain","Department of Mathematics and Computer Science University of the Balearic Islands 07122 Palma de Mallorca, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of the Balearic Islands, Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I50441567"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science University of the Balearic Islands 07122 Palma de Mallorca, Spain","institution_ids":["https://openalex.org/I50441567"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I50441567"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9995999932289124,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9995999932289124,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9988999962806702,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9578999876976013,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.692320704460144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6845682263374329},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6341584324836731},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.542654275894165},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.508683979511261},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48654046654701233},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4720248281955719},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46646392345428467},{"id":"https://openalex.org/keywords/visual-inspection","display_name":"Visual inspection","score":0.45655930042266846},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4506155252456665},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.44755202531814575},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1819022297859192}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.692320704460144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6845682263374329},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6341584324836731},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.542654275894165},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.508683979511261},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48654046654701233},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4720248281955719},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46646392345428467},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.45655930042266846},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4506155252456665},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.44755202531814575},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1819022297859192},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa.2014.7005257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2014.7005257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320331677","display_name":"Govern de les Illes Balears","ror":"https://ror.org/04qjbkj27"},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W121831534","https://openalex.org/W1487195358","https://openalex.org/W1497599070","https://openalex.org/W1520973357","https://openalex.org/W1530155750","https://openalex.org/W2070922051","https://openalex.org/W2085209126","https://openalex.org/W2121600399","https://openalex.org/W2128272608","https://openalex.org/W2133589685","https://openalex.org/W2158698691","https://openalex.org/W2164084182","https://openalex.org/W4244494905","https://openalex.org/W6629672220","https://openalex.org/W6631750100"],"related_works":["https://openalex.org/W2366906938","https://openalex.org/W2075740387","https://openalex.org/W2349391998","https://openalex.org/W2358990940","https://openalex.org/W2004323682","https://openalex.org/W2069592018","https://openalex.org/W2000775715","https://openalex.org/W2943623134","https://openalex.org/W2781569684","https://openalex.org/W2349116365"],"abstract_inverted_index":{"The":[0,72,134],"use":[1,35],"of":[2,26,36,57,101,129,136],"saliency":[3,44],"mechanisms":[4],"for":[5],"defect":[6,138],"detection":[7],"is":[8,75,112,118,140],"discussed":[9],"in":[10],"this":[11,30],"work.":[12],"We":[13,92],"consider":[14],"defects":[15,67],"on":[16,47,80],"regular":[17],"surfaces":[18,130],"as":[19],"conspicuous":[20],"areas":[21],"that":[22,94,104],"catch":[23],"the":[24,27,34,37,54,58,66,102,137],"attention":[25],"surveyors.":[28],"Following":[29],"approach,":[31],"we":[32],"propose":[33],"Bayesian":[38],"framework":[39],"SUN,":[40],"devised":[41],"to":[42,50,62,77,84,108],"provide":[43,98],"information":[45,52,74],"based":[46,79],"natural":[48],"statistics,":[49],"combine":[51],"about":[53],"visual":[55,73],"appearance":[56],"surface":[59,103],"under":[60],"inspection,":[61],"finally":[63],"indicate":[64,109],"where":[65],"(if":[68],"any)":[69],"are":[70,147],"located.":[71],"suggested":[76],"be":[78,106],"features":[81,97],"commonly":[82],"used":[83,107],"predict":[85],"human":[86],"eye":[87],"fixations:":[88],"contrast":[89],"and":[90,144],"symmetry.":[91],"demonstrate":[93],"these":[95],"two":[96],"a":[99,121,127],"description":[100],"can":[105],"whether":[110],"it":[111],"defective":[113,132],"or":[114],"not.":[115],"Our":[116],"approach":[117],"assessed":[119],"using":[120],"publicly":[122],"available":[123],"image":[124],"dataset":[125],"containing":[126],"variety":[128],"with":[131],"areas.":[133],"performance":[135],"detector":[139],"evaluated":[141],"through":[142],"cross-validation":[143],"successful":[145],"results":[146],"obtained.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
