{"id":"https://openalex.org/W2081593473","doi":"https://doi.org/10.1109/icsai.2014.7009290","title":"HMM-based recognition engine using a novel approach for statistical feature extraction","display_name":"HMM-based recognition engine using a novel approach for statistical feature extraction","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2081593473","doi":"https://doi.org/10.1109/icsai.2014.7009290","mag":"2081593473"},"language":"en","primary_location":{"id":"doi:10.1109/icsai.2014.7009290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2014.7009290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014)","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/A5036461323","display_name":"M. S. Khorsheed","orcid":"https://orcid.org/0000-0002-5312-6569"},"institutions":[{"id":"https://openalex.org/I1284598098","display_name":"King Abdulaziz City for Science and Technology","ror":"https://ror.org/05tdz6m39","country_code":"SA","type":"facility","lineage":["https://openalex.org/I1284598098"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"M. S. Khorsheed","raw_affiliation_strings":["National Center for Robotics & Intelligent Systems, King Abdul-Aziz City for Science and Technology, Riyadh, K.S.A","National Center for Robotics & Intelligent Systems, King Abdul-Aziz City for Science and Technology Riyadh, K.S.A"],"affiliations":[{"raw_affiliation_string":"National Center for Robotics & Intelligent Systems, King Abdul-Aziz City for Science and Technology, Riyadh, K.S.A","institution_ids":["https://openalex.org/I1284598098"]},{"raw_affiliation_string":"National Center for Robotics & Intelligent Systems, King Abdul-Aziz City for Science and Technology Riyadh, K.S.A","institution_ids":["https://openalex.org/I1284598098"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046309124","display_name":"Samir Ouis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samir Ouis","raw_affiliation_strings":["Computing Innovation, Riyadh, K.S.A","Computing Innovation Riyadh, K.S.A"],"affiliations":[{"raw_affiliation_string":"Computing Innovation, Riyadh, K.S.A","institution_ids":[]},{"raw_affiliation_string":"Computing Innovation Riyadh, K.S.A","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036461323"],"corresponding_institution_ids":["https://openalex.org/I1284598098"],"apc_list":null,"apc_paid":null,"fwci":0.409,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74711042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11309","display_name":"Music and Audio Processing","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9955000281333923,"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/hidden-markov-model","display_name":"Hidden Markov model","score":0.7821706533432007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7449564933776855},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7400950789451599},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7019445300102234},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6998090744018555},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5467984080314636},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4930088222026825},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4745691120624542},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.427612841129303},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4150366187095642},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34558671712875366}],"concepts":[{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7821706533432007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7449564933776855},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7400950789451599},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7019445300102234},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6998090744018555},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5467984080314636},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4930088222026825},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4745691120624542},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.427612841129303},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4150366187095642},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34558671712875366},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai.2014.7009290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2014.7009290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W943204654","https://openalex.org/W1521408797","https://openalex.org/W1524742493","https://openalex.org/W1560013842","https://openalex.org/W1906553149","https://openalex.org/W2011169507","https://openalex.org/W2050828411","https://openalex.org/W2099996526","https://openalex.org/W2123191374","https://openalex.org/W2157515255","https://openalex.org/W6639964455"],"related_works":["https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W2097963413","https://openalex.org/W2294335174","https://openalex.org/W4245698648","https://openalex.org/W2405257913","https://openalex.org/W3133710586","https://openalex.org/W2125964738","https://openalex.org/W2098529290","https://openalex.org/W2026402306"],"abstract_inverted_index":{"This":[0],"paper":[1],"extracts":[2],"statistical":[3],"features":[4],"using":[5,53,122],"a":[6,27,45,93,98,128],"novel":[7],"approach.":[8],"The":[9,19,48,60,101,111,124],"feature":[10,41],"set":[11,43],"locally":[12],"measure":[13],"the":[14,17,23,34,40,67,78,82,85,108,119],"characteristics":[15],"of":[16],"image.":[18,36],"proposed":[20],"approach":[21],"encodes":[22],"extracted":[24],"features,":[25],"from":[26],"one-pixel":[28],"width":[29],"window":[30],"that":[31],"slides":[32],"horizontally":[33],"word":[35],"We":[37],"then":[38],"inject":[39],"vector":[42],"into":[44,92],"recognition":[46,49,116,129],"engine.":[47],"engine":[50],"is":[51,62,89],"built":[52],"Hidden":[54],"Markov":[55],"Models":[56],"Tool":[57],"Kit":[58],"(HTK).":[59],"system":[61,126],"trained":[63],"and":[64,97],"tested":[65],"on":[66,118],"Arabic":[68],"Printed":[69],"Text":[70],"Image":[71],"(APTI)":[72],"database.":[73],"In":[74],"order":[75],"to":[76],"select":[77],"optimal":[79],"parameters":[80,103],"for":[81],"HMM":[83],"classifier,":[84],"APTI":[86,120],"training":[87,95],"dataset":[88],"further":[90],"divided":[91],"smaller":[94],"subset":[96],"verification":[99],"set.":[100],"estimated":[102],"are,":[104],"then,":[105],"used":[106],"in":[107],"testing":[109],"phase.":[110],"presented":[112],"technique":[113],"provides":[114],"state-of-the-art":[115],"results":[117],"database":[121],"HMMs.":[123],"overall":[125],"achieved":[127],"rate":[130],"more":[131],"than":[132],"97%.":[133]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
