{"id":"https://openalex.org/W2144556792","doi":"https://doi.org/10.1109/cvprw.2010.5543576","title":"Toward real-time grocery detection for the visually impaired","display_name":"Toward real-time grocery detection for the visually impaired","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2144556792","doi":"https://doi.org/10.1109/cvprw.2010.5543576","mag":"2144556792"},"language":"en","primary_location":{"id":"doi:10.1109/cvprw.2010.5543576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2010.5543576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops","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/A5066905879","display_name":"Tess Winlock","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tess Winlock","raw_affiliation_strings":["Computer Science & Engineering, University of California, San Diego, USA","[Computer Science & Engineering, University of California, San Diego, USA]"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, University of California, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"[Computer Science & Engineering, University of California, San Diego, USA]","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004253857","display_name":"Eric Christiansen","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Christiansen","raw_affiliation_strings":["Computer Science & Engineering, University of California, San Diego, USA","[Computer Science & Engineering, University of California, San Diego, USA]"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, University of California, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"[Computer Science & Engineering, University of California, San Diego, USA]","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018609918","display_name":"Serge Belongie","orcid":"https://orcid.org/0000-0002-0388-5217"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Serge Belongie","raw_affiliation_strings":["Computer Science & Engineering, University of California, San Diego, USA","[Computer Science & Engineering, University of California, San Diego, USA]"],"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, University of California, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"[Computer Science & Engineering, University of California, San Diego, USA]","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066905879"],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":1.9396,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.87882755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.996399998664856,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.996399998664856,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9939000010490417,"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":0.8244796991348267},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6210618615150452},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.61637943983078},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6039010286331177},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5314826965332031},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49021559953689575},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4814731180667877},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36368486285209656},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3266438841819763},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.11862248182296753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8244796991348267},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6210618615150452},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.61637943983078},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6039010286331177},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5314826965332031},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49021559953689575},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4814731180667877},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36368486285209656},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3266438841819763},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.11862248182296753},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cvprw.2010.5543576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2010.5543576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.180.756","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.180.756","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://vision.ucsd.edu/sites/default/files/CVAVI_07.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1627400044","https://openalex.org/W1677409904","https://openalex.org/W1782590233","https://openalex.org/W1979055418","https://openalex.org/W2085261163","https://openalex.org/W2118877769","https://openalex.org/W2119605622","https://openalex.org/W2121983588","https://openalex.org/W2124386111","https://openalex.org/W2127095579","https://openalex.org/W2130103520","https://openalex.org/W2164598857","https://openalex.org/W2586765530","https://openalex.org/W2603733831","https://openalex.org/W2911964244","https://openalex.org/W4236119629","https://openalex.org/W6636759986","https://openalex.org/W6645013581","https://openalex.org/W6677548441","https://openalex.org/W6679388247"],"related_works":["https://openalex.org/W2394466068","https://openalex.org/W1987683558","https://openalex.org/W2726838704","https://openalex.org/W4220802396","https://openalex.org/W2393473353","https://openalex.org/W2373790322","https://openalex.org/W1989494794","https://openalex.org/W2122031327","https://openalex.org/W1184238669","https://openalex.org/W3032901101"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,17,24,38,75,98,112],"study":[3],"on":[4,37,122,142],"grocery":[5,25,70],"detection":[6,10,34,61,94],"using":[7,80],"our":[8],"object":[9,60,93],"system,":[11],"ShelfScanner,":[12],"which":[13,45,119],"seeks":[14],"to":[15,21,73,90,103,137],"allow":[16],"visually":[18],"impaired":[19],"user":[20],"shop":[22],"at":[23],"store":[26,71],"without":[27,96],"additional":[28],"human":[29],"assistance.":[30],"ShelfScanner":[31,151],"allows":[32],"online":[33],"of":[35,58,69,100,108],"items":[36,49],"shopping":[39],"list,":[40],"in":[41,44,77,129,155],"video":[42,143],"streams":[43],"some":[46],"or":[47],"all":[48],"could":[50,152],"appear":[51],"simultaneously.":[52],"To":[53],"deal":[54],"with":[55],"the":[56,59,63,66,130],"scale":[57],"task,":[62],"system":[64,86],"leverages":[65],"approximate":[67],"planarity":[68],"shelves":[72],"build":[74],"mosaic":[76],"real":[78],"time":[79],"an":[81],"optical":[82],"flow":[83],"algorithm.":[84],"The":[85],"is":[87,120,134,161],"then":[88,135],"free":[89],"use":[91,111],"any":[92],"algorithm":[95],"incurring":[97],"loss":[99],"data":[101,160],"due":[102],"processing":[104],"time.":[105],"For":[106],"purposes":[107],"speed":[109],"we":[110],"multiclass":[113],"naive-Bayes":[114],"classifier":[115],"inspired":[116],"by":[117],"NIMBLE,":[118],"trained":[121],"enhanced":[123],"SURF":[124],"descriptors":[125],"extracted":[126],"from":[127],"images":[128],"GroZi-120":[131],"dataset.":[132],"It":[133],"used":[136],"compute":[138],"per-class":[139],"probability":[140],"distributions":[141],"keypoints":[144],"for":[145],"final":[146],"classification.":[147],"Our":[148],"results":[149],"suggest":[150],"be":[153],"useful":[154],"cases":[156],"where":[157],"high-quality":[158],"training":[159],"available.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}