{"id":"https://openalex.org/W4416249599","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228171","title":"Text-Guided Image-to-Image Translation for Tactile Map Generation","display_name":"Text-Guided Image-to-Image Translation for Tactile Map Generation","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416249599","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228171"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11228171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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/A5117647663","display_name":"Alireza Choubineh","orcid":null},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Alireza Choubineh","raw_affiliation_strings":["Carleton University,School of Computer Science,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,School of Computer Science,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001084471","display_name":"Abbas Akkasi","orcid":"https://orcid.org/0000-0003-4700-4896"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abbas Akkasi","raw_affiliation_strings":["Carleton University,School of Computer Science,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,School of Computer Science,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101286387","display_name":"Adnan Khan","orcid":"https://orcid.org/0000-0002-0583-9863"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adnan Khan","raw_affiliation_strings":["Carleton University,School of Computer Science,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,School of Computer Science,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019355473","display_name":"Majid Komeili","orcid":"https://orcid.org/0000-0002-4695-3072"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Majid Komeili","raw_affiliation_strings":["Carleton University,School of Computer Science,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,School of Computer Science,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5117647663"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33752961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9800000190734863,"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":0.9800000190734863,"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/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.0066999997943639755,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10789","display_name":"Interactive and Immersive Displays","score":0.0035000001080334187,"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/rgb-color-model","display_name":"RGB color model","score":0.6072999835014343},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.5766000151634216},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5206999778747559},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5174000263214111},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4596000015735626},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4196999967098236},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.35839998722076416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7662000060081482},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.677299976348877},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6308000087738037},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.6072999835014343},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.5766000151634216},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5206999778747559},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5174000263214111},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4596000015735626},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4196999967098236},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.35839998722076416},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.34709998965263367},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33799999952316284},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.33239999413490295},{"id":"https://openalex.org/C46722567","wikidata":"https://www.wikidata.org/wiki/Q7674139","display_name":"Tactile sensor","level":3,"score":0.3296000063419342},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.272599995136261},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C2778802812","wikidata":"https://www.wikidata.org/wiki/Q79894","display_name":"Braille","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.25850000977516174}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11228171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W989974803","https://openalex.org/W2133665775","https://openalex.org/W2320089538","https://openalex.org/W2463007371","https://openalex.org/W2962785568","https://openalex.org/W2963073614","https://openalex.org/W4311681049","https://openalex.org/W4312933868","https://openalex.org/W4386076215"],"related_works":[],"abstract_inverted_index":{"Tactile":[0],"graphics":[1,23],"enable":[2],"individuals":[3],"with":[4,89,130],"visual":[5,9],"impairment":[6],"to":[7,29,39,103],"interpret":[8],"information":[10],"through":[11,156],"touch,":[12],"supporting":[13],"navigation,":[14],"education,":[15],"and":[16,27,62,143],"social":[17],"engagement.":[18],"However,":[19],"manually":[20],"designing":[21],"tactile":[22,41,91,115,147],"is":[24],"costly,":[25],"labor-intensive,":[26],"difficult":[28],"scale.":[30],"This":[31],"work":[32],"introduces":[33],"a":[34,76,108,127,141],"text-guided":[35],"image-to-image":[36],"translation":[37],"approach":[38],"generate":[40],"maps":[42,83],"from":[43],"RGB":[44,82],"maps.":[45],"By":[46],"leveraging":[47],"natural":[48],"language":[49],"prompts,":[50],"the":[51,72,123,133],"method":[52,125],"allows":[53],"control":[54],"over":[55],"map":[56,148],"elements":[57],"such":[58],"as":[59],"lakes,":[60],"rivers,":[61],"cities,":[63],"enabling":[64],"customization":[65],"based":[66],"on":[67],"specific":[68],"needs.":[69],"To":[70],"train":[71],"model,":[73,129],"we":[74],"created":[75],"custom":[77],"dataset":[78,109],"consisting":[79],"of":[80,84,96,110,132],"1,845":[81],"Canadian":[85],"provinces,":[86],"each":[87],"paired":[88],"multiple":[90],"variations":[92],"reflecting":[93],"different":[94],"levels":[95],"detail.":[97],"Corresponding":[98],"text":[99],"prompts":[100],"were":[101],"designed":[102],"describe":[104],"these":[105],"variations,":[106],"forming":[107],"9,800":[111],"triplets":[112],"(RGB":[113],"map,":[114,116],"prompt).":[117],"Human":[118],"expert":[119],"assessments":[120],"demonstrated":[121],"that":[122],"proposed":[124],"outperforms":[126],"baseline":[128],"47%":[131],"outputs":[134,152],"requiring":[135],"minimal":[136],"adjustments.":[137],"The":[138],"results":[139],"highlight":[140],"scalable":[142],"efficient":[144],"solution":[145],"for":[146],"generation,":[149],"ensuring":[150],"high-quality":[151],"while":[153],"maintaining":[154],"adaptability":[155],"text-based":[157],"control.":[158]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-11-14T00:00:00"}
