{"id":"https://openalex.org/W4405721673","doi":"https://doi.org/10.3390/computation12120251","title":"Enhancing Accessibility: Automated Tactile Graphics Generation for Individuals with Visual Impairments","display_name":"Enhancing Accessibility: Automated Tactile Graphics Generation for Individuals with Visual Impairments","publication_year":2024,"publication_date":"2024-12-23","ids":{"openalex":"https://openalex.org/W4405721673","doi":"https://doi.org/10.3390/computation12120251"},"language":"en","primary_location":{"id":"doi:10.3390/computation12120251","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12120251","pdf_url":null,"source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/computation12120251","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009736923","display_name":"Y. A. Dzhurynskyi","orcid":"https://orcid.org/0000-0002-1636-1447"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yehor Dzhurynskyi","raw_affiliation_strings":["SQUAD Ukraine LLC, 3 Korolenkivskya Str., 01033 Kyiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-1636-1447","affiliations":[{"raw_affiliation_string":"SQUAD Ukraine LLC, 3 Korolenkivskya Str., 01033 Kyiv, Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049239805","display_name":"V. Z. Mayik","orcid":"https://orcid.org/0000-0002-6650-2703"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Mayik","raw_affiliation_strings":["Department of Printing Technologies and Packaging (PPT), Institute of Printing Art and Media Technologies, Lviv Polytechnic National University, 28a, Stepan Bandera Str., 79013 Lviv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-6650-2703","affiliations":[{"raw_affiliation_string":"Department of Printing Technologies and Packaging (PPT), Institute of Printing Art and Media Technologies, Lviv Polytechnic National University, 28a, Stepan Bandera Str., 79013 Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114047039","display_name":"L. Y. Mayik","orcid":null},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Lyudmyla Mayik","raw_affiliation_strings":["Department of Multimedia Technologies (MT), Institute of Printing Art and Media Technologies, Lviv Polytechnic National University, 28a, Stepan Bandera Str., 79013 Lviv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-8552-0942","affiliations":[{"raw_affiliation_string":"Department of Multimedia Technologies (MT), Institute of Printing Art and Media Technologies, Lviv Polytechnic National University, 28a, Stepan Bandera Str., 79013 Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009736923"],"corresponding_institution_ids":[],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.9527,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86508925,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"12","issue":"12","first_page":"251","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9997000098228455,"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9427000284194946,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7490988373756409},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5151230692863464},{"id":"https://openalex.org/keywords/perplexity","display_name":"Perplexity","score":0.5119363069534302},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4433916509151459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4279648959636688},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.358595609664917},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3581995964050293},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.1814519464969635},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.09725433588027954}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7490988373756409},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5151230692863464},{"id":"https://openalex.org/C100279451","wikidata":"https://www.wikidata.org/wiki/Q372193","display_name":"Perplexity","level":3,"score":0.5119363069534302},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4433916509151459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4279648959636688},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.358595609664917},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3581995964050293},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.1814519464969635},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.09725433588027954}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/computation12120251","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12120251","pdf_url":null,"source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5afb63ad327a45e8b9302f5455d2c6d3","is_oa":true,"landing_page_url":"https://doaj.org/article/5afb63ad327a45e8b9302f5455d2c6d3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computation, Vol 12, Iss 12, p 251 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computation12120251","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12120251","pdf_url":null,"source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322394","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2000357417","https://openalex.org/W2132702046","https://openalex.org/W2153017433","https://openalex.org/W2752796333","https://openalex.org/W2963799213","https://openalex.org/W3004958483","https://openalex.org/W3110054227","https://openalex.org/W3153469116","https://openalex.org/W3157168116","https://openalex.org/W3183104224","https://openalex.org/W3203855405","https://openalex.org/W3206082266","https://openalex.org/W4205996471","https://openalex.org/W4225733865","https://openalex.org/W4226317937","https://openalex.org/W4298289240","https://openalex.org/W4311415873","https://openalex.org/W4312933868","https://openalex.org/W4382765869","https://openalex.org/W4385245566","https://openalex.org/W4385571315","https://openalex.org/W4391210513","https://openalex.org/W6640963894","https://openalex.org/W6739901393","https://openalex.org/W6773941837"],"related_works":["https://openalex.org/W2376415519","https://openalex.org/W1601381279","https://openalex.org/W4294769427","https://openalex.org/W4225667838","https://openalex.org/W1895908943","https://openalex.org/W4281893144","https://openalex.org/W2374747083","https://openalex.org/W4386270999","https://openalex.org/W4399378742","https://openalex.org/W4246927951"],"abstract_inverted_index":{"This":[0,90],"study":[1],"addresses":[2],"the":[3,59,136,141,157,184,189],"accessibility":[4],"challenges":[5],"faced":[6],"by":[7],"individuals":[8,174],"with":[9,130,175],"visual":[10,176],"impairments":[11],"due":[12],"to":[13,16,57,123,166],"limited":[14],"access":[15,165],"graphic":[17],"information,":[18],"which":[19,143],"significantly":[20,144],"impacts":[21],"their":[22,40],"educational":[23,131,161],"and":[24,35,52,80,84,103,116,132,138,148,169,187],"social":[25],"integration.":[26],"Traditional":[27],"methods":[28],"for":[29,101,173,191],"producing":[30],"tactile":[31,62,96,127],"graphics":[32],"are":[33],"labor-intensive":[34],"require":[36],"specialized":[37],"expertise,":[38],"limiting":[39],"availability.":[41],"Recent":[42],"advancements":[43],"in":[44],"generative":[45,71],"models,":[46,51],"such":[47],"as":[48],"GANs,":[49],"diffusion":[50],"VAEs,":[53],"offer":[54],"potential":[55],"solutions":[56],"automate":[58],"creation":[60],"of":[61,140,159],"images.":[63,128],"In":[64],"this":[65],"work,":[66],"we":[67],"propose":[68],"a":[69,78],"novel":[70],"model":[72,91,190],"conditioned":[73],"on":[74,182],"text":[75],"prompts,":[76],"integrating":[77],"Bidirectional":[79],"Auto-Regressive":[81],"Transformer":[82],"(BART)":[83],"Vector":[85],"Quantized":[86],"Variational":[87],"Auto-Encoder":[88],"(VQ-VAE).":[89],"transforms":[92],"textual":[93],"descriptions":[94],"into":[95],"graphics,":[97],"addressing":[98],"key":[99],"requirements":[100],"legibility":[102],"accessibility.":[104],"The":[105,153],"model\u2019s":[106],"performance":[107],"was":[108],"evaluated":[109],"using":[110],"cross-entropy,":[111],"perplexity,":[112],"mean":[113],"square":[114],"error,":[115],"CLIP":[117],"Score":[118],"metrics,":[119],"demonstrating":[120],"its":[121],"ability":[122],"generate":[124],"high-quality,":[125],"customizable":[126],"Testing":[129],"rehabilitation":[133],"institutions":[134],"confirmed":[135],"practicality":[137],"efficiency":[139],"system,":[142],"reduces":[145],"production":[146,158],"time":[147],"requires":[149],"minimal":[150],"operator":[151],"expertise.":[152],"proposed":[154],"approach":[155],"enhances":[156],"inclusive":[160],"materials,":[162],"enabling":[163],"improved":[164],"quality":[167],"education":[168],"fostering":[170],"greater":[171],"independence":[172],"impairments.":[177],"Future":[178],"research":[179],"will":[180],"focus":[181],"expanding":[183],"training":[185],"dataset":[186],"refining":[188],"complex":[192],"scenarios.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
