{"id":"https://openalex.org/W4386857875","doi":"https://doi.org/10.1109/thms.2023.3305566","title":"MobiEye: An Efficient Shopping-Assistance System for the Visually Impaired With Mobile Phone Sensing","display_name":"MobiEye: An Efficient Shopping-Assistance System for the Visually Impaired With Mobile Phone Sensing","publication_year":2023,"publication_date":"2023-09-19","ids":{"openalex":"https://openalex.org/W4386857875","doi":"https://doi.org/10.1109/thms.2023.3305566"},"language":"en","primary_location":{"id":"doi:10.1109/thms.2023.3305566","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2023.3305566","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-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/A5114910912","display_name":"Ziqi Wang","orcid":"https://orcid.org/0000-0002-3086-7399"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Wang","raw_affiliation_strings":["Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-3086-7399","affiliations":[{"raw_affiliation_string":"Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I890469752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078005520","display_name":"Bin Guo","orcid":"https://orcid.org/0000-0001-6097-2467"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Guo","raw_affiliation_strings":["Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0001-6097-2467","affiliations":[{"raw_affiliation_string":"Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I890469752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101796598","display_name":"Qianru Wang","orcid":"https://orcid.org/0000-0002-1682-910X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianru Wang","raw_affiliation_strings":["Xidian University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-1682-910X","affiliations":[{"raw_affiliation_string":"Xidian University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045729966","display_name":"Daqing Zhang","orcid":"https://orcid.org/0000-0002-6608-1267"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daqing Zhang","raw_affiliation_strings":["Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6608-1267","affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100701166","display_name":"Zhiwen Yu","orcid":"https://orcid.org/0000-0002-9905-3238"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Yu","raw_affiliation_strings":["Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-9905-3238","affiliations":[{"raw_affiliation_string":"Ministry of Industry and Information Technology, Northwestern Polytechnical University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I890469752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9859,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74596014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"53","issue":"5","first_page":"865","last_page":"874"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9998999834060669,"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":0.9998999834060669,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9973999857902527,"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/computer-science","display_name":"Computer science","score":0.7458959221839905},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5845952033996582},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.5833843946456909},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5504211783409119},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.5197657942771912},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.47772714495658875},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.4757292568683624},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.453302264213562},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4137824773788452},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4093289375305176},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3742837905883789},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3656364977359772},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24982544779777527},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15478655695915222},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15111437439918518},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11618015170097351}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7458959221839905},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5845952033996582},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.5833843946456909},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5504211783409119},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5197657942771912},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.47772714495658875},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.4757292568683624},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.453302264213562},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4137824773788452},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4093289375305176},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3742837905883789},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3656364977359772},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24982544779777527},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15478655695915222},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15111437439918518},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11618015170097351},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/thms.2023.3305566","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2023.3305566","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G8547503138","display_name":null,"funder_award_id":"62025205","funder_id":"https://openalex.org/F4320336125","funder_display_name":"National Science Fund for Distinguished Young Scholars"},{"id":"https://openalex.org/G8718608543","display_name":null,"funder_award_id":"62032020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W42614832","https://openalex.org/W1644733166","https://openalex.org/W1969113967","https://openalex.org/W1985138727","https://openalex.org/W2016644209","https://openalex.org/W2022699114","https://openalex.org/W2027911527","https://openalex.org/W2032191478","https://openalex.org/W2039240409","https://openalex.org/W2047703719","https://openalex.org/W2055093521","https://openalex.org/W2075183489","https://openalex.org/W2095673535","https://openalex.org/W2114886667","https://openalex.org/W2148126376","https://openalex.org/W2253388245","https://openalex.org/W2293634267","https://openalex.org/W2513158035","https://openalex.org/W2513573146","https://openalex.org/W2548111808","https://openalex.org/W2587151053","https://openalex.org/W2608841173","https://openalex.org/W2766165671","https://openalex.org/W2792220137","https://openalex.org/W2805440904","https://openalex.org/W2807994135","https://openalex.org/W2908952713","https://openalex.org/W2914924014","https://openalex.org/W2942806183","https://openalex.org/W2946564417","https://openalex.org/W2963658615","https://openalex.org/W2972899537","https://openalex.org/W2980004589","https://openalex.org/W2981380018","https://openalex.org/W2986646794","https://openalex.org/W3083074152","https://openalex.org/W3083532247","https://openalex.org/W3114709885","https://openalex.org/W3147954149","https://openalex.org/W3161183200","https://openalex.org/W3208826636","https://openalex.org/W4254419844","https://openalex.org/W4288327876","https://openalex.org/W6636939957","https://openalex.org/W6691440966","https://openalex.org/W6759022161","https://openalex.org/W6764045775","https://openalex.org/W6803118227","https://openalex.org/W7072257459"],"related_works":["https://openalex.org/W2004851054","https://openalex.org/W3205411230","https://openalex.org/W4286899009","https://openalex.org/W9168048","https://openalex.org/W4300849822","https://openalex.org/W4376480820","https://openalex.org/W3155891479","https://openalex.org/W3029351463","https://openalex.org/W2085387076","https://openalex.org/W4308600690"],"abstract_inverted_index":{"The":[0,156],"lack":[1],"of":[2,10,154],"rich":[3],"visual":[4],"information":[5],"affects":[6],"the":[7,11,54,82,91,96,105,140,150],"shopping":[8,49,55,72,182],"experience":[9,56],"visually":[12],"impaired":[13],"(VI),":[14],"including":[15],"identifying":[16],"and":[17,35,85,102,107,124,134,152,170],"selecting":[18],"commodities.":[19],"Recent":[20],"studies":[21],"on":[22,27],"VI":[23,58,146],"assistance":[24,50,73,183],"have":[25],"focused":[26],"commodity":[28],"identification":[29],"but":[30],"neglected":[31],"to":[32,52,89,138,148],"provide":[33],"fine-grained":[34],"intuitive":[36],"pick-up":[37,97,167,177],"guidance,":[38],"which":[39],"is":[40],"not":[41],"user-friendly":[42],"enough.":[43],"Therefore,":[44],"we":[45,80,115,144],"propose":[46,125],"a":[47,70,117,126,131,135,163,171],"user-driven":[48],"system":[51,84],"improve":[53],"for":[57,121],"users.":[59],"We":[60],"first":[61],"conduct":[62],"an":[63],"in-depth":[64],"interview":[65],"with":[66,75,130,180],"VI,":[67],"then":[68],"implement":[69],"prototype":[71,83],"system\u2014MobiEye,":[74],"real-time":[76],"video":[77],"analysis.":[78],"Further,":[79],"evaluate":[81,149],"identify":[86],"two":[87,113],"directions":[88],"optimizing":[90],"existing":[92],"system:":[93],"(1)":[94],"Improving":[95],"accuracy":[98],"in":[99,166,175],"dense":[100,122],"placement;":[101],"(2)":[103],"reducing":[104],"latency":[106],"communication":[108,136],"overhead.":[109],"To":[110],"address":[111],"these":[112],"problems,":[114],"design":[116],"new":[118],"guidance":[119],"strategy":[120,129],"placements":[123],"mobile-edge":[127],"cocomputing":[128],"motion":[132],"predictor":[133],"gate":[137],"filter":[139],"transmitted":[141],"images.":[142],"Finally,":[143],"invited":[145],"participants":[147],"effectiveness":[151],"efficiency":[153],"MobiEye.":[155],"experimental":[157],"results":[158],"show":[159],"that":[160],"MobiEye":[161],"achieved":[162],"13%":[164],"improvement":[165],"success":[168],"rate":[169],"12":[172],"s":[173],"reduction":[174],"average":[176],"time":[178],"compared":[179],"other":[181],"systems.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
