{"id":"https://openalex.org/W4396783503","doi":"https://doi.org/10.1109/access.2024.3399480","title":"Empowering Retail Through Advanced Consumer Product Recognition Using Aquila Optimization Algorithm With Deep Learning","display_name":"Empowering Retail Through Advanced Consumer Product Recognition Using Aquila Optimization Algorithm With Deep Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396783503","doi":"https://doi.org/10.1109/access.2024.3399480"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3399480","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3399480","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10528273.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10528273.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057472157","display_name":"Mohammed Alghamdi","orcid":"https://orcid.org/0000-0002-5042-0690"},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Alghamdi","raw_affiliation_strings":["Department of Information and Technology Systems, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-5042-0690","affiliations":[{"raw_affiliation_string":"Department of Information and Technology Systems, College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040648860","display_name":"Hanan Abdullah Mengash","orcid":"https://orcid.org/0000-0002-4103-2434"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hanan Abdullah Mengash","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia","Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-4103-2434","affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]},{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025820678","display_name":"Mohammed Aljebreen","orcid":"https://orcid.org/0000-0002-6295-733X"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Aljebreen","raw_affiliation_strings":["Department of Computer Science, Community College, King Saud University, Riyadh, Saudi Arabia","Department of Computer Science, Community College, King Saud University, P.O. Box 28095, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Community College, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Computer Science, Community College, King Saud University, P.O. Box 28095, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030631880","display_name":"Mohammed Maray","orcid":"https://orcid.org/0000-0002-7066-2945"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Maray","raw_affiliation_strings":["Department of Information Systems, College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-7066-2945","affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060131213","display_name":"Abdulbasit A. Darem","orcid":"https://orcid.org/0000-0002-5650-1838"},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdulbasit A. Darem","raw_affiliation_strings":["Department of Computer Science, College of Science, Northern Border University, Arar, Saudi Arabia","Department of Computer Science, college of Science, Northern Border University, Arar, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-5650-1838","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Science, Northern Border University, Arar, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]},{"raw_affiliation_string":"Department of Computer Science, college of Science, Northern Border University, Arar, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024079346","display_name":"Ahmed S. Salama","orcid":"https://orcid.org/0000-0002-1066-8261"},"institutions":[{"id":"https://openalex.org/I186217134","display_name":"Future University in Egypt","ror":"https://ror.org/03s8c2x09","country_code":"EG","type":"education","lineage":["https://openalex.org/I186217134"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed S. Salama","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering and Technology, Future University in Egypt, New Cairo, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-1066-8261","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering and Technology, Future University in Egypt, New Cairo, Egypt","institution_ids":["https://openalex.org/I186217134"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8393,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8611549,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"71055","last_page":"71065"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9927999973297119,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9927999973297119,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9377999901771545,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7867413759231567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6402763724327087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.538114607334137},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5330076813697815},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.45691969990730286},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.4448120594024658},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4349157214164734},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37796860933303833},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3430291414260864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11140355467796326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7867413759231567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6402763724327087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.538114607334137},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5330076813697815},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.45691969990730286},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.4448120594024658},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4349157214164734},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37796860933303833},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3430291414260864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11140355467796326},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3399480","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3399480","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10528273.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:93f1b0aebe5b46c7b697cffada6d106c","is_oa":true,"landing_page_url":"https://doaj.org/article/93f1b0aebe5b46c7b697cffada6d106c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 71055-71065 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3399480","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3399480","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10528273.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G4900772620","display_name":null,"funder_award_id":"RGP2/248/44","funder_id":"https://openalex.org/F33954902","funder_display_name":"Deanship of Scientific Research, King Khalid University"}],"funders":[{"id":"https://openalex.org/F153587845","display_name":"Future University in Egypt","ror":"https://ror.org/03s8c2x09"},{"id":"https://openalex.org/F33954902","display_name":"Deanship of Scientific Research, King Khalid University","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396783503.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W3081372396","https://openalex.org/W3105335547","https://openalex.org/W3105776532","https://openalex.org/W3127063527","https://openalex.org/W3161934949","https://openalex.org/W3176593948","https://openalex.org/W3208181432","https://openalex.org/W3217729039","https://openalex.org/W4251873546","https://openalex.org/W4280496952","https://openalex.org/W4281734924","https://openalex.org/W4282973797","https://openalex.org/W4283015300","https://openalex.org/W4285061198","https://openalex.org/W4285090128","https://openalex.org/W4285273859","https://openalex.org/W4298009698","https://openalex.org/W4310150460","https://openalex.org/W4361274206","https://openalex.org/W4384284067","https://openalex.org/W4385517550","https://openalex.org/W4387435696","https://openalex.org/W4387500977","https://openalex.org/W4391064369","https://openalex.org/W6782334687"],"related_works":["https://openalex.org/W2602382373","https://openalex.org/W3003615511","https://openalex.org/W4285827128","https://openalex.org/W3198113463","https://openalex.org/W2787698406","https://openalex.org/W2963844355","https://openalex.org/W4361251046","https://openalex.org/W98577079","https://openalex.org/W2949096641","https://openalex.org/W4380075502"],"abstract_inverted_index":{"Recently,":[0],"consumer":[1,150],"product":[2,28,44,192,196,211],"recognition":[3,29],"comprises":[4],"harnessing":[5],"cutting-edge":[6],"technologies":[7],"namely":[8],"artificial":[9],"intelligence":[10],"(AI)":[11],"and":[12,34,53,61,100,117],"computer":[13],"vision":[14],"(CV)":[15],"to":[16,25,168],"develop":[17],"the":[18,75,83,88,129,147,155,160,170,174,191,198,209,214,227,234,241],"purchasing":[19],"expedition.":[20],"This":[21,79],"technology":[22],"allows":[23],"retailers":[24],"utilize":[26],"robust":[27],"systems":[30],"that":[31,240],"precisely":[32],"identify":[33],"categorize":[35],"products":[36],"in":[37,74,114],"real":[38],"time.":[39],"The":[40,138,223],"comprehension":[41],"of":[42,47,77,87,149,226],"automatic":[43,98],"identification":[45,148],"becomes":[46],"major":[48],"importance":[49],"for":[50,146,190],"both":[51],"social":[52],"economic":[54],"improvement":[55],"since":[56],"it":[57],"is":[58,70],"more":[59],"reliable":[60],"time-consuming":[62],"than":[63],"manual":[64],"function.":[65],"Product":[66,126],"detection":[67,116,193,212],"through":[68],"images":[69],"a":[71,108,164,178,184],"complex":[72],"task":[73],"domain":[76],"CV.":[78],"can":[80,187,204,230],"be":[81,188,205,231],"obtained":[82],"improving":[84],"consideration":[85],"because":[86],"excellent":[89],"application":[90],"viewpoint":[91],"like":[92],"visually":[93],"impaired":[94],"assistance,":[95],"stock":[96],"tracking,":[97],"checkout,":[99],"planogram":[101],"compliance.":[102],"Currently,":[103],"deep":[104,179,199],"learning":[105],"(DL)":[106],"prefers":[107],"successful":[109],"progression":[110],"with":[111,133,177],"great":[112],"achievements":[113],"object":[115],"image":[118,171],"classification.":[119],"Therefore,":[120],"this":[121],"study":[122],"presents":[123],"Advanced":[124],"Consumer":[125],"Recognition":[127],"using":[128],"Aquila":[130],"Optimization":[131],"Algorithm":[132],"Deep":[134],"Learning":[135],"(ACPR-AOADL)":[136],"technique.":[137],"proposed":[139],"ACPR-AOADL":[140,156,215,228,242],"model":[141,157,176],"utilizes":[142],"hyperparameter-tuned":[143],"DL":[144],"concepts":[145],"products.":[151],"To":[152,207],"achieve":[153],"this,":[154],"first":[158],"pre-processes":[159],"input":[161],"data":[162],"utilizing":[163],"Wiener":[165],"filter":[166],"(WF)":[167],"improve":[169],"quality.":[172],"Besides,":[173],"YOLO-v8":[175],"residual":[180],"network":[181,186,201],"(DRN)":[182],"as":[183],"backbone":[185],"applied":[189],"process.":[194,222],"For":[195],"classification,":[197],"belief":[200],"(DBN)":[202],"approach":[203],"used.":[206],"boost":[208],"complete":[210],"process,":[213],"technique":[216,243],"involves":[217],"AOA":[218],"based":[219],"hyperparameter":[220],"selection":[221],"performance":[224,247],"analysis":[225],"method":[229],"examined":[232],"under":[233],"Product-10K":[235],"dataset.":[236],"Wide-ranging":[237],"results":[238],"stated":[239],"reaches":[244],"enhanced":[245],"classification":[246],"over":[248],"other":[249],"compared":[250],"approaches.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}