{"id":"https://openalex.org/W4309677203","doi":"https://doi.org/10.1109/kse56063.2022.9953768","title":"Towards An Accurate and Effective Printed Document Reader for Visually Impaired People","display_name":"Towards An Accurate and Effective Printed Document Reader for Visually Impaired People","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4309677203","doi":"https://doi.org/10.1109/kse56063.2022.9953768"},"language":"en","primary_location":{"id":"doi:10.1109/kse56063.2022.9953768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse56063.2022.9953768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Knowledge and Systems Engineering (KSE)","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/A5043146473","display_name":"Anh Viet","orcid":"https://orcid.org/0000-0003-3850-1671"},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Anh Phan Viet","raw_affiliation_strings":["Le Quy Don Technical University (LQDTU),Hanoi,Vietnam","Le Quy Don Technical University (LQDTU), Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University (LQDTU),Hanoi,Vietnam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Le Quy Don Technical University (LQDTU), Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064895837","display_name":"Dung Le Duy","orcid":null},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dung Le Duy","raw_affiliation_strings":["Le Quy Don Technical University (LQDTU),Hanoi,Vietnam","Le Quy Don Technical University (LQDTU), Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University (LQDTU),Hanoi,Vietnam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Le Quy Don Technical University (LQDTU), Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027652847","display_name":"V\u00e2n Anh Tr\u1ea7n Th\u1ecb","orcid":null},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Van Anh Tran Thi","raw_affiliation_strings":["Le Quy Don Technical University (LQDTU),Hanoi,Vietnam","Le Quy Don Technical University (LQDTU), Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University (LQDTU),Hanoi,Vietnam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Le Quy Don Technical University (LQDTU), Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013082892","display_name":"Hung Pham Duy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hung Pham Duy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072891003","display_name":"Truong Vu Van","orcid":null},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Truong Vu Van","raw_affiliation_strings":["Le Quy Don Technical University (LQDTU),Hanoi,Vietnam","Le Quy Don Technical University (LQDTU), Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University (LQDTU),Hanoi,Vietnam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Le Quy Don Technical University (LQDTU), Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059129928","display_name":"Lam Bui Thu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155035","display_name":"Academy of Cryptography Techniques","ror":"https://ror.org/05nfbnp91","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210155035"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Lam Bui Thu","raw_affiliation_strings":["Academy of Cryptography Techniques,Hanoi,Vietnam","Academy of Cryptography Techniques, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Academy of Cryptography Techniques,Hanoi,Vietnam","institution_ids":["https://openalex.org/I4210155035"]},{"raw_affiliation_string":"Academy of Cryptography Techniques, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210155035"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043146473"],"corresponding_institution_ids":["https://openalex.org/I131359167"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10842341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9994999766349792,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9994999766349792,"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.819081723690033},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.7336792349815369},{"id":"https://openalex.org/keywords/optical-character-recognition","display_name":"Optical character recognition","score":0.6945990920066833},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5686824917793274},{"id":"https://openalex.org/keywords/fluency","display_name":"Fluency","score":0.5071041584014893},{"id":"https://openalex.org/keywords/speech-synthesis","display_name":"Speech synthesis","score":0.5012392997741699},{"id":"https://openalex.org/keywords/screen-reader","display_name":"Screen reader","score":0.4954935312271118},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4897191822528839},{"id":"https://openalex.org/keywords/visually-impaired","display_name":"Visually impaired","score":0.48516660928726196},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47510775923728943},{"id":"https://openalex.org/keywords/input-method","display_name":"Input method","score":0.4281785488128662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4239351749420166},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3668490946292877},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3481168746948242},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19964060187339783},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10024192929267883}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.819081723690033},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.7336792349815369},{"id":"https://openalex.org/C546480517","wikidata":"https://www.wikidata.org/wiki/Q167555","display_name":"Optical character recognition","level":3,"score":0.6945990920066833},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5686824917793274},{"id":"https://openalex.org/C2777413886","wikidata":"https://www.wikidata.org/wiki/Q3276013","display_name":"Fluency","level":2,"score":0.5071041584014893},{"id":"https://openalex.org/C14999030","wikidata":"https://www.wikidata.org/wiki/Q16346","display_name":"Speech synthesis","level":2,"score":0.5012392997741699},{"id":"https://openalex.org/C2778535757","wikidata":"https://www.wikidata.org/wiki/Q1328864","display_name":"Screen reader","level":3,"score":0.4954935312271118},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4897191822528839},{"id":"https://openalex.org/C3020106864","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Visually impaired","level":2,"score":0.48516660928726196},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47510775923728943},{"id":"https://openalex.org/C2779730394","wikidata":"https://www.wikidata.org/wiki/Q529029","display_name":"Input method","level":2,"score":0.4281785488128662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4239351749420166},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3668490946292877},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3481168746948242},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19964060187339783},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10024192929267883},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"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/kse56063.2022.9953768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse56063.2022.9953768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 14th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8700000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320314235","display_name":"TED","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2127141656","https://openalex.org/W2194187530","https://openalex.org/W2323209876","https://openalex.org/W2509876617","https://openalex.org/W2519091744","https://openalex.org/W2527145521","https://openalex.org/W2555860637","https://openalex.org/W2605982830","https://openalex.org/W2766775179","https://openalex.org/W2766812927","https://openalex.org/W2804458292","https://openalex.org/W2902170910","https://openalex.org/W2903739847","https://openalex.org/W2963609956","https://openalex.org/W2963647456","https://openalex.org/W2964842853","https://openalex.org/W2967155990","https://openalex.org/W2998621280","https://openalex.org/W3005983418","https://openalex.org/W3033411150","https://openalex.org/W3038896047","https://openalex.org/W3101769104","https://openalex.org/W3204406378","https://openalex.org/W4297748448","https://openalex.org/W4385245566","https://openalex.org/W6637373629","https://openalex.org/W6739901393","https://openalex.org/W6745697700","https://openalex.org/W6751389837","https://openalex.org/W6756417534","https://openalex.org/W6778823374","https://openalex.org/W6802243670"],"related_works":["https://openalex.org/W2040431336","https://openalex.org/W1552339676","https://openalex.org/W573883983","https://openalex.org/W2186192364","https://openalex.org/W2777076087","https://openalex.org/W1523660262","https://openalex.org/W4288026612","https://openalex.org/W2590042856","https://openalex.org/W4281556033","https://openalex.org/W2043561292"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,40,89,146,174],"solution":[4,24,193],"to":[5,35,59,69,108,122,140],"assist":[6],"visually":[7],"impaired":[8],"or":[9],"blind":[10],"(VIB)":[11],"people":[12],"in":[13,52,66,173],"independently":[14],"accessing":[15],"printed":[16,185],"and":[17,28,32,54,64,91,101,103,132,137,163,188],"electronic":[18],"documents.":[19],"The":[20],"highlight":[21],"of":[22,118,155,166,197],"the":[23,26,61,99,106,114,120,133,152,156,164,167,195],"is":[25,135,190],"cost-effectiveness":[27],"accuracy.":[29],"Extracting":[30],"texts":[31],"reading":[33],"out":[34],"users":[36],"are":[37,57],"performed":[38],"by":[39,47,161],"pure":[41],"smartphone":[42],"application.":[43],"To":[44,71],"be":[45],"usable":[46],"VIB":[48,177],"people,":[49,178],"advanced":[50],"technologies":[51],"image":[53],"speech":[55,123],"processing":[56],"leveraged":[58],"enhance":[60],"user":[62,141],"experience":[63],"accuracy":[65,154],"converting":[67],"images":[68],"texts.":[70],"build":[72],"accurate":[73],"optical":[74],"character":[75],"recognition":[76],"(OCR)":[77],"models":[78],"with":[79,94,111,159,176],"low-quality":[80],"images,":[81],"we":[82],"combine":[83],"different":[84],"solutions":[85],"includings":[86],"1)":[87],"generating":[88],"large":[90],"balanced":[92],"dataset":[93],"various":[95],"backgrounds,":[96],"2)":[97],"correcting":[98],"distortion":[100],"direction,":[102],"3)":[104],"applying":[105],"sequence":[107,109],"model":[110,125,158],"transformers":[112],"as":[113],"encoder.":[115],"For":[116],"ease":[117],"use,":[119],"text":[121],"(TTS)":[124],"generates":[126],"voice":[127],"instructions":[128],"at":[129],"every":[130],"interaction,":[131],"interface":[134],"designed":[136],"adjusted":[138],"according":[139],"feedback.":[142],"A":[143],"test":[144],"on":[145],"scanned":[147],"document":[148],"set":[149],"has":[150],"showed":[151],"high":[153],"OCR":[157],"98,6%":[160],"characters,":[162],"fluency":[165],"TTS":[168],"model.":[169],"As":[170],"being":[171],"indicated":[172],"trial":[175],"our":[179],"application":[180],"can":[181],"help":[182],"them":[183],"read":[184],"documents":[186],"conveniently,":[187],"it":[189],"an":[191],"affordable":[192],"since":[194],"popularity":[196],"smartphones.":[198]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}