{"id":"https://openalex.org/W4313854507","doi":"https://doi.org/10.1109/icsai57119.2022.10005508","title":"Shoppers Interaction Classification Based on An Improved DenseNet Model Using RGB-D Data","display_name":"Shoppers Interaction Classification Based on An Improved DenseNet Model Using RGB-D Data","publication_year":2022,"publication_date":"2022-12-10","ids":{"openalex":"https://openalex.org/W4313854507","doi":"https://doi.org/10.1109/icsai57119.2022.10005508"},"language":"en","primary_location":{"id":"doi:10.1109/icsai57119.2022.10005508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai57119.2022.10005508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Systems and Informatics (ICSAI)","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/A5073033375","display_name":"Almustafa Abed","orcid":"https://orcid.org/0000-0002-2368-8034"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Almustafa Abed","raw_affiliation_strings":["University of sfax,Miracl Laboratory, Enet’com,Sfax,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of sfax,Miracl Laboratory, Enet’com,Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076360143","display_name":"Belhassen Akrout","orcid":"https://orcid.org/0000-0002-4219-227X"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Belhassen Akrout","raw_affiliation_strings":["Prince Sattam Bin Abdulaziz University,College of Computer Engineering and Sciences,Department of Computer Science,Alkharj,Saudi Arabia,11942"],"affiliations":[{"raw_affiliation_string":"Prince Sattam Bin Abdulaziz University,College of Computer Engineering and Sciences,Department of Computer Science,Alkharj,Saudi Arabia,11942","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047502032","display_name":"Ikram Amous","orcid":"https://orcid.org/0000-0002-5893-9833"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ikram Amous","raw_affiliation_strings":["University of sfax,Miracl Laboratory, Enet’com,Sfax,Tunisia"],"affiliations":[{"raw_affiliation_string":"University of sfax,Miracl Laboratory, Enet’com,Sfax,Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073033375"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.9059,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75662983,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9901999831199646,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9901999831199646,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.975600004196167,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9754999876022339,"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/rgb-color-model","display_name":"RGB color model","score":0.8670272827148438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7683348655700684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6559326648712158},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.49503010511398315},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.44909486174583435},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.44664108753204346},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4443415403366089},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42125001549720764},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38738590478897095}],"concepts":[{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.8670272827148438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7683348655700684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6559326648712158},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.49503010511398315},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.44909486174583435},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.44664108753204346},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4443415403366089},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42125001549720764},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38738590478897095},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai57119.2022.10005508","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai57119.2022.10005508","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Systems and Informatics (ICSAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1582774210","https://openalex.org/W1896638119","https://openalex.org/W2026334213","https://openalex.org/W2095705004","https://openalex.org/W2108598243","https://openalex.org/W2128728535","https://openalex.org/W2345855897","https://openalex.org/W2495009468","https://openalex.org/W2599712015","https://openalex.org/W2726019568","https://openalex.org/W2899894075","https://openalex.org/W2921521714","https://openalex.org/W2963446712","https://openalex.org/W2979906316","https://openalex.org/W3044071265","https://openalex.org/W3086951830","https://openalex.org/W3135028703","https://openalex.org/W3174207828","https://openalex.org/W3182202561","https://openalex.org/W3199527468","https://openalex.org/W4285148309","https://openalex.org/W4287643567","https://openalex.org/W4309219508","https://openalex.org/W6602002561","https://openalex.org/W6631190155","https://openalex.org/W6638444622","https://openalex.org/W6674330103","https://openalex.org/W6725739302"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2118758177","https://openalex.org/W4330338194","https://openalex.org/W2153520307","https://openalex.org/W2611989081","https://openalex.org/W2151459719","https://openalex.org/W623261610","https://openalex.org/W2316630966","https://openalex.org/W2358294942","https://openalex.org/W4367460280"],"abstract_inverted_index":{"This":[0],"study":[1],"aims":[2],"to":[3],"present":[4],"a":[5,22,26,105],"deep":[6],"learning":[7,11],"approach":[8,49,123],"utilizing":[9],"transfer":[10],"and":[12,33,81,91,102,111,128,137],"an":[13,46,55],"RGB-D":[14,48],"dataset":[15],"termed":[16],"HADA":[17],"(Hands":[18],"dataset)":[19],"acquired":[20],"by":[21],"depth":[23,92],"sensor":[24],"from":[25],"top-view":[27],"configuration":[28],"capable":[29],"of":[30,44,79,133],"monitoring":[31],"customers":[32],"classifying":[34],"their":[35,66,83],"interaction":[36],"in":[37,64,145],"intelligent":[38,57],"retail":[39],"settings.":[40],"With":[41],"the":[42,71,77,89,94,131,134],"intention":[43],"developing":[45],"automated":[47],"for":[50],"video":[51],"analysis,":[52],"we":[53],"provide":[54],"innovative,":[56],"technology":[58],"that":[59,142],"can":[60],"comprehend":[61],"customer":[62],"behavior,":[63],"particular":[65],"interactions":[67,84,98],"with":[68,85,99],"items":[69],"on":[70],"shelves.":[72],"The":[73],"camera":[74],"system":[75,95],"identifies":[76,103],"presence":[78],"humans":[80],"classifies":[82],"products":[86],"accurately.":[87],"Through":[88],"RGB":[90],"frames,":[93],"determines":[96],"consumer":[97],"shelf":[100],"objects":[101],"if":[104,115],"product":[106],"is":[107,117,148],"picked":[108],"up,":[109],"taken":[110],"subsequently":[112],"returned,":[113],"or":[114],"there":[116],"no":[118],"touch":[119],"at":[120],"all.":[121],"Our":[122],"obtained":[124],"good":[125],"accuracy,":[126],"precision,":[127],"recall,":[129],"demonstrating":[130],"efficiency":[132],"proposed":[135],"model,":[136],"testing":[138],"findings":[139],"have":[140],"proved":[141],"its":[143],"performance":[144],"real-world":[146],"conditions":[147],"adequate.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}