{"id":"https://openalex.org/W2125209718","doi":"https://doi.org/10.1109/saci.2011.5873009","title":"A comparison between a neural network and a SVM and Zernike moments based blob recognition modules","display_name":"A comparison between a neural network and a SVM and Zernike moments based blob recognition modules","publication_year":2011,"publication_date":"2011-05-01","ids":{"openalex":"https://openalex.org/W2125209718","doi":"https://doi.org/10.1109/saci.2011.5873009","mag":"2125209718"},"language":"en","primary_location":{"id":"doi:10.1109/saci.2011.5873009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci.2011.5873009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 6th IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI)","raw_type":"proceedings-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/A5045046593","display_name":"Lucian\u2010Ovidiu Fedorovici","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Lucian-Ovidiu Fedorovici","raw_affiliation_strings":["Department of Automatics and Applied Informatics, University of Timisoara, Timisoara, Romania","Dept. of Automatics and Applied Informatics, University of Timisoara, Bv. V. Parvan 2, 300223, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Automatics and Applied Informatics, University of Timisoara, Timisoara, Romania","institution_ids":[]},{"raw_affiliation_string":"Dept. of Automatics and Applied Informatics, University of Timisoara, Bv. V. Parvan 2, 300223, Romania","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069335542","display_name":"Florin Dr\u0103gan","orcid":"https://orcid.org/0000-0001-6017-2929"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Florin Dragan","raw_affiliation_strings":["Department of Automatics and Applied Informatics, University of Timisoara, Timisoara, Romania","Dept. of Automatics and Applied Informatics, University of Timisoara, Bv. V. Parvan 2, 300223, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Automatics and Applied Informatics, University of Timisoara, Timisoara, Romania","institution_ids":[]},{"raw_affiliation_string":"Dept. of Automatics and Applied Informatics, University of Timisoara, Bv. V. Parvan 2, 300223, Romania","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045046593"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5151,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70233205,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"5676","issue":null,"first_page":"253","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9936000108718872,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9936000108718872,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9921000003814697,"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":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/zernike-polynomials","display_name":"Zernike polynomials","score":0.9461981058120728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7642416954040527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7141890525817871},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7060500979423523},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6904971599578857},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6815332174301147},{"id":"https://openalex.org/keywords/character-recognition","display_name":"Character recognition","score":0.6148173213005066},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6064321994781494},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.597326934337616},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5673418641090393},{"id":"https://openalex.org/keywords/character","display_name":"Character (mathematics)","score":0.4605068564414978},{"id":"https://openalex.org/keywords/optical-character-recognition","display_name":"Optical character recognition","score":0.41208580136299133},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11449733376502991},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08765804767608643}],"concepts":[{"id":"https://openalex.org/C92423082","wikidata":"https://www.wikidata.org/wiki/Q132146","display_name":"Zernike polynomials","level":3,"score":0.9461981058120728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7642416954040527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7141890525817871},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7060500979423523},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6904971599578857},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6815332174301147},{"id":"https://openalex.org/C2987247673","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Character recognition","level":3,"score":0.6148173213005066},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6064321994781494},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.597326934337616},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5673418641090393},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.4605068564414978},{"id":"https://openalex.org/C546480517","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Optical character recognition","level":3,"score":0.41208580136299133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11449733376502991},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08765804767608643},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C165699331","wikidata":"https://www.wikidata.org/wiki/Q461533","display_name":"Wavefront","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/saci.2011.5873009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci.2011.5873009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 6th IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1966591781","https://openalex.org/W2002374829","https://openalex.org/W2021712510","https://openalex.org/W2045010718","https://openalex.org/W2051688318","https://openalex.org/W2070654546","https://openalex.org/W2112796928","https://openalex.org/W2119821739","https://openalex.org/W2122827492","https://openalex.org/W2149298154","https://openalex.org/W2151346037","https://openalex.org/W2153635508","https://openalex.org/W2156163116","https://openalex.org/W2159498975","https://openalex.org/W3120421331","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W1989910702","https://openalex.org/W4312612713","https://openalex.org/W2042634493","https://openalex.org/W2728450881","https://openalex.org/W2100798736","https://openalex.org/W2481236784","https://openalex.org/W4383748232","https://openalex.org/W2085262576","https://openalex.org/W2786227708","https://openalex.org/W4388089185"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,26,42],"new":[4],"algorithm":[5,24,39],"to":[6,59,64],"recognize":[7],"the":[8,14,53,56,68],"printed":[9],"characters":[10],"as":[11],"part":[12],"of":[13,18,52,72],"blob":[15],"recognition":[16],"modules":[17],"Optical":[19],"Character":[20],"Recognition":[21],"systems.":[22],"The":[23],"uses":[25],"SVM":[27],"classifier":[28],"and":[29,55,70],"Zernike":[30],"moments":[31],"for":[32],"feature":[33],"extraction.":[34],"A":[35],"comparison":[36],"with":[37],"another":[38],"based":[40],"on":[41,67],"five":[43],"layer":[44],"convolutional":[45],"neural":[46],"network":[47],"is":[48],"done.":[49],"An":[50],"analysis":[51],"accuracy":[54],"time":[57],"needed":[58],"process":[60],"one":[61],"character":[62],"leads":[63],"useful":[65],"conclusions":[66],"advantages":[69],"disadvantages":[71],"each":[73],"algorithm.":[74]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
