{"id":"https://openalex.org/W2936440031","doi":"https://doi.org/10.1109/ccis.2018.8691297","title":"Realization and Improvement of Object Recognition System on Raspberry Pi 3B+","display_name":"Realization and Improvement of Object Recognition System on Raspberry Pi 3B+","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2936440031","doi":"https://doi.org/10.1109/ccis.2018.8691297","mag":"2936440031"},"language":"en","primary_location":{"id":"doi:10.1109/ccis.2018.8691297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","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/A5042629172","display_name":"Ziyun Jiao","orcid":"https://orcid.org/0000-0003-3281-9494"},"institutions":[{"id":"https://openalex.org/I922474255","display_name":"Tokushima University","ror":"https://ror.org/044vy1d05","country_code":"JP","type":"education","lineage":["https://openalex.org/I922474255"]},{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN","JP"],"is_corresponding":true,"raw_author_name":"Ziyun Jiao","raw_affiliation_strings":["School of Electrical Engineering, Nantong University, Nantong, China","Faculty of Engineering, Tokushima University, Japan, Tokushima"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]},{"raw_affiliation_string":"Faculty of Engineering, Tokushima University, Japan, Tokushima","institution_ids":["https://openalex.org/I922474255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005421447","display_name":"Yi Yang","orcid":"https://orcid.org/0000-0002-0512-880X"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yang","raw_affiliation_strings":["School of Electrical Engineering, Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101564240","display_name":"Hairong Zhu","orcid":"https://orcid.org/0000-0002-9429-8404"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hairong Zhu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Jiangsu College of Engineering and Technology, Nantong, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Jiangsu College of Engineering and Technology, Nantong, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071943346","display_name":"Fuji Ren","orcid":"https://orcid.org/0000-0003-4860-9184"},"institutions":[{"id":"https://openalex.org/I922474255","display_name":"Tokushima University","ror":"https://ror.org/044vy1d05","country_code":"JP","type":"education","lineage":["https://openalex.org/I922474255"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fuji Ren","raw_affiliation_strings":["Faculty of Engineering, Tokushima University, Japan, Tokushima"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Tokushima University, Japan, Tokushima","institution_ids":["https://openalex.org/I922474255"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042629172"],"corresponding_institution_ids":["https://openalex.org/I199305430","https://openalex.org/I922474255"],"apc_list":null,"apc_paid":null,"fwci":0.4178,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68869854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"465","last_page":"469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9986000061035156,"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":0.9986000061035156,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9983000159263611,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/realization","display_name":"Realization (probability)","score":0.7763170003890991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7606993913650513},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.7123295068740845},{"id":"https://openalex.org/keywords/raspberry-pi","display_name":"Raspberry pi","score":0.698397159576416},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6817538738250732},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.6522790193557739},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6442438960075378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5937730669975281},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5078187584877014},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4791947305202484},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4295177161693573},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38178712129592896},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1687057614326477},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09819108247756958}],"concepts":[{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.7763170003890991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7606993913650513},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7123295068740845},{"id":"https://openalex.org/C2985745059","wikidata":"https://www.wikidata.org/wiki/Q245","display_name":"Raspberry pi","level":3,"score":0.698397159576416},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6817538738250732},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.6522790193557739},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6442438960075378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5937730669975281},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5078187584877014},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4791947305202484},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4295177161693573},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38178712129592896},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1687057614326477},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09819108247756958},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"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/ccis.2018.8691297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1903029394","https://openalex.org/W2108598243","https://openalex.org/W2155893237","https://openalex.org/W2194775991","https://openalex.org/W2293499654","https://openalex.org/W2523246573","https://openalex.org/W2612445135","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963419583","https://openalex.org/W2964121744","https://openalex.org/W2964299589"],"related_works":["https://openalex.org/W4313320040","https://openalex.org/W4289357384","https://openalex.org/W2753725918","https://openalex.org/W2564449327","https://openalex.org/W2565207884","https://openalex.org/W2541970182","https://openalex.org/W4312617849","https://openalex.org/W2342522844","https://openalex.org/W4237332714","https://openalex.org/W2387804693"],"abstract_inverted_index":{"This":[0],"paper":[1],"propose":[2],"a":[3],"lightweight":[4],"convolution":[5,13],"neural":[6,37],"network":[7,33,38],"based":[8],"on":[9,43,76],"the":[10,15,26,32,44,85,89,92,99],"depthwise":[11],"separable":[12],"and":[14,22,56,98],"improved":[16],"Linear":[17],"Bottlenecks":[18],"block.":[19],"Running":[20],"time":[21],"space":[23],"complexity":[24],"of":[25,46,61,88],"model":[27,39,90],"are":[28,68],"reduced":[29],"by":[30],"designing":[31],"structure":[34],"carefully.":[35],"The":[36,80],"can":[40,95,107],"run":[41],"fluently":[42],"device":[45],"ARM":[47],"architecture":[48],"to":[49,71],"complete":[50],"tasks":[51],"such":[52],"as":[53],"object":[54,57],"recognition":[55,74,101],"detection.":[58],"20":[59],"categories":[60],"common":[62],"objects":[63],"in":[64,91],"life":[65],"from":[66],"ImageNet":[67],"randomly":[69],"selected":[70],"carry":[72],"out":[73],"experiments":[75],"Raspberry":[77],"Pi":[78],"3B+.":[79],"experimental":[81],"results":[82],"show":[83],"that":[84],"Top1":[86],"accuracy":[87],"testing":[93],"dataset":[94],"reach":[96,108],"91%,":[97],"average":[100],"speed":[102],"for":[103],"224*224":[104],"pixel":[105],"images":[106],"176ms.":[109]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}