{"id":"https://openalex.org/W3209630532","doi":"https://doi.org/10.1080/0952813x.2021.1960638","title":"Efficacy Determination of Various Base Networks in Single Shot Detector for Automatic Mask Localisation in a Post COVID Setup","display_name":"Efficacy Determination of Various Base Networks in Single Shot Detector for Automatic Mask Localisation in a Post COVID Setup","publication_year":2021,"publication_date":"2021-10-22","ids":{"openalex":"https://openalex.org/W3209630532","doi":"https://doi.org/10.1080/0952813x.2021.1960638","mag":"3209630532"},"language":"en","primary_location":{"id":"doi:10.1080/0952813x.2021.1960638","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2021.1960638","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","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/A5006727672","display_name":"Gaurav Jee","orcid":"https://orcid.org/0000-0002-9490-5905"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gaurav Jee","raw_affiliation_strings":["School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0002-9490-5905","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084693583","display_name":"Harshvardhan GM","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harshvardhan Gm","raw_affiliation_strings":["School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0003-3529-2931","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042779633","display_name":"Mahendra Kumar Gourisaria","orcid":"https://orcid.org/0000-0002-1785-8586"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mahendra Kumar Gourisaria","raw_affiliation_strings":["School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0002-1785-8586","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048894747","display_name":"Vijander Singh","orcid":"https://orcid.org/0000-0001-8704-0520"},"institutions":[{"id":"https://openalex.org/I73779912","display_name":"Manipal University Jaipur","ror":"https://ror.org/040h76494","country_code":null,"type":"education","lineage":["https://openalex.org/I73779912"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijander Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, School of Computing and Information Technology, Manipal University Jaipur, Rajasthan, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, School of Computing and Information Technology, Manipal University Jaipur, Rajasthan, India","institution_ids":["https://openalex.org/I73779912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086967246","display_name":"Siddharth Swarup Rautaray","orcid":"https://orcid.org/0000-0002-3864-2127"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siddharth Swarup Rautaray","raw_affiliation_strings":["School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110584142","display_name":"Manjusha Pandey","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manjusha Pandey","raw_affiliation_strings":["School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0002-6077-5794","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I67357951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042779633"],"corresponding_institution_ids":["https://openalex.org/I67357951"],"apc_list":null,"apc_paid":null,"fwci":0.3884,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62004557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"35","issue":"3","first_page":"345","last_page":"364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.998199999332428,"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/T11019","display_name":"Image Enhancement Techniques","score":0.998199999332428,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9962999820709229,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9932000041007996,"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":0.8184444904327393},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7675760388374329},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6829820871353149},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5648541450500488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.507815420627594},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.45114678144454956},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.44331422448158264}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8184444904327393},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7675760388374329},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6829820871353149},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5648541450500488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.507815420627594},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.45114678144454956},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.44331422448158264},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"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/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0952813x.2021.1960638","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2021.1960638","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2068730032","https://openalex.org/W2097117768","https://openalex.org/W2100917613","https://openalex.org/W2102605133","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2514087538","https://openalex.org/W2531409750","https://openalex.org/W2559655401","https://openalex.org/W2786429113","https://openalex.org/W2794022343","https://openalex.org/W2800179847","https://openalex.org/W2809598685","https://openalex.org/W2884367402","https://openalex.org/W2889964863","https://openalex.org/W2913378657","https://openalex.org/W2962766617","https://openalex.org/W2963037989","https://openalex.org/W2963163009","https://openalex.org/W2963364380","https://openalex.org/W2963446712","https://openalex.org/W2964081807","https://openalex.org/W2981380746","https://openalex.org/W2988916019","https://openalex.org/W2995118861","https://openalex.org/W3008963226","https://openalex.org/W3013270662","https://openalex.org/W3024585647","https://openalex.org/W3034552680","https://openalex.org/W3046095786","https://openalex.org/W3048744603","https://openalex.org/W3085073991","https://openalex.org/W3091895534","https://openalex.org/W3093818734","https://openalex.org/W3106250896","https://openalex.org/W3162472108","https://openalex.org/W4210327135"],"related_works":["https://openalex.org/W2748454020","https://openalex.org/W3181746755","https://openalex.org/W3016958897","https://openalex.org/W4283379348","https://openalex.org/W4312417841","https://openalex.org/W2735477435","https://openalex.org/W3045739591","https://openalex.org/W2807436399","https://openalex.org/W3001728219","https://openalex.org/W2805908200"],"abstract_inverted_index":{"The":[0,50],"COVID-19":[1],"pandemic":[2,64],"is":[3,56,116],"one":[4],"of":[5,9,19,29,52,54,59,62,76,93,109,121,160,195],"the":[6,20,48,57,74,77,80,91,94,100,103,131,157,161,165,168,190],"rarest":[7],"events":[8],"global":[10],"crises":[11],"where":[12],"a":[13,63,66,178],"viral":[14],"pathogen":[15],"infiltrates":[16],"every":[17,23],"part":[18],"world,":[21],"leaving":[22],"country":[24],"face":[25],"an":[26],"inevitable":[27],"threat":[28],"having":[30],"to":[31,118,151],"lock":[32],"down":[33,47],"major":[34],"cities":[35],"and":[36,39,107,149,163],"economic":[37],"hubs":[38],"put":[40],"firm":[41],"restrictions":[42],"on":[43],"citizens":[44],"thus":[45],"slowing":[46],"economy.":[49],"risk":[51],"removal":[53],"lockdowns":[55,81],"emergence":[58],"new":[60,69],"waves":[61],"causing":[65],"surge":[67],"in":[68,85,99,124,177,193],"cases.":[70],"These":[71],"facts":[72],"necessitate":[73],"containment":[75],"virus":[78,95],"when":[79],"end.":[82],"Wearing":[83],"masks":[84,110],"crowded":[86],"places":[87],"can":[88],"help":[89],"restrict":[90],"spread":[92],"through":[96,136],"minuscule":[97],"droplets":[98],"air.":[101],"Through":[102],"automatic":[104,174],"detection,":[105],"enumeration,":[106],"localisation":[108],"from":[111],"closed-circuit":[112],"television":[113],"footage,":[114],"it":[115],"possible":[117],"keep":[119],"violations":[120],"post-COVID":[122],"regulations":[123],"check.":[125],"In":[126],"this":[127],"paper,":[128],"we":[129],"leverage":[130],"Single-Shot":[132],"Detection":[133],"(SSD)":[134],"framework":[135],"different":[137,158],"base":[138,170],"convolutional":[139],"neural":[140],"networks":[141],"(CNNs)":[142],"namely":[143],"VGG16,":[144],"VGG19,":[145],"ResNet50,":[146],"DenseNet121,":[147],"MobileNetV2,":[148],"Xception":[150,185],"compare":[152],"performance":[153],"metrics":[154],"attained":[155],"by":[156],"variations":[159],"SSD":[162],"determine":[164],"efficacies":[166],"for":[167,173],"best":[169,187],"network":[171],"model":[172],"mask":[175],"detection":[176],"post":[179],"COVID":[180],"world.":[181],"We":[182],"find":[183],"that":[184],"performs":[186],"among":[188],"all":[189],"other":[191],"models":[192],"terms":[194],"mean":[196],"average":[197],"precision.":[198]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
