{"id":"https://openalex.org/W7083463937","doi":"https://doi.org/10.22214/ijraset.2025.74351","title":"A Survey on Smart Assistive System for Visually Impaired People Obstruction Avoidance through Object Detection and Classification","display_name":"A Survey on Smart Assistive System for Visually Impaired People Obstruction Avoidance through Object Detection and Classification","publication_year":2025,"publication_date":"2025-09-26","ids":{"openalex":"https://openalex.org/W7083463937","doi":"https://doi.org/10.22214/ijraset.2025.74351"},"language":"en","primary_location":{"id":"doi:10.22214/ijraset.2025.74351","doi":"https://doi.org/10.22214/ijraset.2025.74351","is_oa":true,"landing_page_url":"https://doi.org/10.22214/ijraset.2025.74351","pdf_url":"https://doi.org/10.22214/ijraset.2025.74351","source":{"id":"https://openalex.org/S2764566388","display_name":"International Journal for Research in Applied Science and Engineering Technology","issn_l":"2321-9653","issn":["2321-9653"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4322614460","host_organization_name":"International Journal for Research in Applied Science and Engineering Technology (IJRASET)","host_organization_lineage":["https://openalex.org/P4322614460"],"host_organization_lineage_names":["International Journal for Research in Applied Science and Engineering Technology (IJRASET)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal for Research in Applied Science and Engineering Technology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.22214/ijraset.2025.74351","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Dr Anitha TG","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Dr Anitha TG","raw_affiliation_strings":["Dept of CSE , Sapthagiri College of Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept of CSE , Sapthagiri College of Engineering","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49849421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"9","first_page":"2040","last_page":"2043"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.004600000102072954,"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":0.002099999925121665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/obstacle-avoidance","display_name":"obstacle avoidance","score":0.6909999847412109},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.9559999704360962},{"id":"https://openalex.org/keywords/object-classification","display_name":"object classification","score":0.7080000042915344},{"id":"https://openalex.org/keywords/scene-description","display_name":"scene description","score":0.5249999761581421},{"id":"https://openalex.org/keywords/image-captioning","display_name":"image captioning","score":0.8769999742507935},{"id":"https://openalex.org/keywords/blip","display_name":"BLIP","score":0.5720000267028809},{"id":"https://openalex.org/keywords/yolov8","display_name":"YOLOv8","score":0.9959999918937683},{"id":"https://openalex.org/keywords/traffic-sign-recognition","display_name":"traffic sign recognition","score":0.9269999861717224},{"id":"https://openalex.org/keywords/sound-synthesis","display_name":"sound synthesis","score":0.6100000143051147},{"id":"https://openalex.org/keywords/multilingual-text-to-speech","display_name":"multilingual text-to-speech","score":0.8190000057220459},{"id":"https://openalex.org/keywords/voice-controlled-interface","display_name":"voice-controlled interface","score":0.8220000267028809},{"id":"https://openalex.org/keywords/real-time-alerts","display_name":"real-time alerts","score":0.4959999918937683}],"concepts":[{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.869700014591217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7542999982833862},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5013999938964844},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4991999864578247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49639999866485596},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.4943999946117401},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4875999987125397},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.46209999918937683},{"id":"https://openalex.org/C3017715821","wikidata":"https://www.wikidata.org/wiki/Q688498","display_name":"Assistive technology","level":2,"score":0.43790000677108765},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.43369999527931213},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.41990000009536743},{"id":"https://openalex.org/C3020106864","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Visually impaired","level":2,"score":0.4129999876022339},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.40639999508857727},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.4056999981403351},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3937999904155731},{"id":"https://openalex.org/C6528762","wikidata":"https://www.wikidata.org/wiki/Q1574298","display_name":"Traffic sign recognition","level":4,"score":0.37290000915527344},{"id":"https://openalex.org/C6683253","wikidata":"https://www.wikidata.org/wiki/Q7075535","display_name":"Obstacle avoidance","level":4,"score":0.32030001282691956},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.29179999232292175},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.27619999647140503},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.27489998936653137}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22214/ijraset.2025.74351","doi":"https://doi.org/10.22214/ijraset.2025.74351","is_oa":true,"landing_page_url":"https://doi.org/10.22214/ijraset.2025.74351","pdf_url":"https://doi.org/10.22214/ijraset.2025.74351","source":{"id":"https://openalex.org/S2764566388","display_name":"International Journal for Research in Applied Science and Engineering Technology","issn_l":"2321-9653","issn":["2321-9653"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4322614460","host_organization_name":"International Journal for Research in Applied Science and Engineering Technology (IJRASET)","host_organization_lineage":["https://openalex.org/P4322614460"],"host_organization_lineage_names":["International Journal for Research in Applied Science and Engineering Technology (IJRASET)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal for Research in Applied Science and Engineering Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.22214/ijraset.2025.74351","doi":"https://doi.org/10.22214/ijraset.2025.74351","is_oa":true,"landing_page_url":"https://doi.org/10.22214/ijraset.2025.74351","pdf_url":"https://doi.org/10.22214/ijraset.2025.74351","source":{"id":"https://openalex.org/S2764566388","display_name":"International Journal for Research in Applied Science and Engineering Technology","issn_l":"2321-9653","issn":["2321-9653"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4322614460","host_organization_name":"International Journal for Research in Applied Science and Engineering Technology (IJRASET)","host_organization_lineage":["https://openalex.org/P4322614460"],"host_organization_lineage_names":["International Journal for Research in Applied Science and Engineering Technology (IJRASET)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal for Research in Applied Science and Engineering Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.504800021648407,"display_name":"Good health and well-being"},{"id":"https://metadata.un.org/sdg/10","score":0.5,"display_name":"Reduced inequalities"},{"id":"https://metadata.un.org/sdg/9","score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7083463937.pdf","grobid_xml":"https://content.openalex.org/works/W7083463937.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Object":[0],"detection":[1],"is":[2,84],"becoming":[3],"a":[4,89,98],"crucial":[5],"part":[6],"of":[7],"many":[8],"modern":[9],"technologies,":[10],"including":[11],"intelligent":[12,27],"surveillance":[13],"to":[14,45,124],"driverless":[15],"cars.":[16],"In":[17],"this":[18],"study,":[19],"we":[20],"investigate":[21],"its":[22],"function":[23],"in":[24,122],"developing":[25],"an":[26],"assistive":[28],"framework":[29],"for":[30,66,75,111],"people":[31],"with":[32],"visual":[33],"impairments.":[34],"The":[35],"technology":[36],"combines":[37],"audio":[38,82],"synthesis,":[39],"multilingual":[40],"translation,":[41],"and":[42,50,69,77,109,119],"image":[43],"captioning":[44],"give":[46],"contextual":[47],"scene":[48,67],"narration":[49],"real-time":[51],"blockage":[52],"detection.":[53],"A":[54],"webcam":[55],"captures":[56],"environmental":[57],"visuals,":[58],"which":[59],"are":[60],"processed":[61],"using":[62,86],"the":[63,70],"BLIP":[64],"Transformer":[65],"description":[68],"YOLOv8":[71],"deep":[72],"learning":[73],"model":[74],"object":[76],"traffic":[78],"sign":[79],"recognition.":[80],"Multilingual":[81],"feedback":[83],"generated":[85],"gTTS,":[87],"while":[88],"voice-controlled":[90],"interface":[91],"ensures":[92],"hands-free":[93],"interaction.":[94],"To":[95],"improve":[96],"efficiency,":[97],"cool-down":[99],"mechanism":[100],"prevents":[101],"repetitive":[102],"alerts.":[103],"This":[104],"integrated":[105],"strategy":[106],"improves":[107],"safety":[108],"freedom":[110],"visually":[112],"impaired":[113],"users":[114],"by":[115],"providing":[116],"semantic":[117],"comprehension":[118],"language-inclusive":[120],"narration,":[121],"contrast":[123],"previous":[125],"approaches":[126],"that":[127],"only":[128],"addressed":[129],"obstacle":[130],"location":[131]},"counts_by_year":[],"updated_date":"2026-09-23T05:00:35.095934","created_date":"2025-10-10T00:00:00"}