{"id":"https://openalex.org/W3112100457","doi":"https://doi.org/10.1109/smc42975.2020.9283377","title":"TentNet: Deep Learning Tent Detection Algorithm Using A Synthetic Training Approach","display_name":"TentNet: Deep Learning Tent Detection Algorithm Using A Synthetic Training Approach","publication_year":2020,"publication_date":"2020-10-11","ids":{"openalex":"https://openalex.org/W3112100457","doi":"https://doi.org/10.1109/smc42975.2020.9283377","mag":"3112100457"},"language":"en","primary_location":{"id":"doi:10.1109/smc42975.2020.9283377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc42975.2020.9283377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5067086411","display_name":"Andrew Fisher","orcid":"https://orcid.org/0000-0002-4697-1529"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Andrew Fisher","raw_affiliation_strings":["Lakehead University, Thunder Bay, Canada"],"affiliations":[{"raw_affiliation_string":"Lakehead University, Thunder Bay, Canada","institution_ids":["https://openalex.org/I72541430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008595017","display_name":"Emad A. Mohammed","orcid":"https://orcid.org/0000-0001-8722-4856"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Emad A. Mohammed","raw_affiliation_strings":["Lakehead University, Thunder Bay, Canada"],"affiliations":[{"raw_affiliation_string":"Lakehead University, Thunder Bay, Canada","institution_ids":["https://openalex.org/I72541430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026089310","display_name":"Vijay Mago","orcid":"https://orcid.org/0000-0002-9741-3463"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vijay Mago","raw_affiliation_strings":["Lakehead University, Thunder Bay, Canada"],"affiliations":[{"raw_affiliation_string":"Lakehead University, Thunder Bay, Canada","institution_ids":["https://openalex.org/I72541430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067086411"],"corresponding_institution_ids":["https://openalex.org/I72541430"],"apc_list":null,"apc_paid":null,"fwci":0.4004,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.65144317,"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":"860","last_page":"867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.958299994468689,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.958299994468689,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9160000085830688,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7363174557685852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7164862155914307},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6370987296104431},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6298835277557373},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6287536025047302},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6143998503684998},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5985390543937683},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5785018801689148},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5552480220794678},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4803103804588318},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.4617263376712799},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4528650641441345},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4299493730068207},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.1321565806865692},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09110155701637268},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08242222666740417}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7363174557685852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7164862155914307},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6370987296104431},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6298835277557373},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6287536025047302},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6143998503684998},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5985390543937683},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5785018801689148},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5552480220794678},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4803103804588318},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.4617263376712799},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4528650641441345},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4299493730068207},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.1321565806865692},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09110155701637268},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08242222666740417},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc42975.2020.9283377","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc42975.2020.9283377","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1921523184","https://openalex.org/W2092119086","https://openalex.org/W2099471712","https://openalex.org/W2117539524","https://openalex.org/W2163605009","https://openalex.org/W2173520492","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2302255633","https://openalex.org/W2592403248","https://openalex.org/W2788930825","https://openalex.org/W2796438033","https://openalex.org/W2904367110","https://openalex.org/W2949605076","https://openalex.org/W2950800384","https://openalex.org/W2962770929","https://openalex.org/W2963163009","https://openalex.org/W2963656735","https://openalex.org/W2963684088","https://openalex.org/W2964121744","https://openalex.org/W2999307216","https://openalex.org/W3024461402","https://openalex.org/W3035574324","https://openalex.org/W4297670610","https://openalex.org/W4320013936","https://openalex.org/W6631190155","https://openalex.org/W6640185926","https://openalex.org/W6684191040","https://openalex.org/W6685352114","https://openalex.org/W6686164453","https://openalex.org/W6687483927","https://openalex.org/W6714138976","https://openalex.org/W6735013348","https://openalex.org/W6748130322","https://openalex.org/W6757146666","https://openalex.org/W6771275388"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":{"Homelessness":[0],"is":[1,33,116],"a":[2,56,82,110,113,119,151],"complex":[3],"social":[4],"problem":[5],"and":[6,74,100,144],"there":[7],"have":[8],"been":[9],"limited":[10],"attempts":[11],"to":[12,17,28,39,81,86,127],"use":[13,128],"machine":[14],"learning":[15,64,69],"algorithms":[16],"understand":[18],"the":[19,36,71,124,139,158,161,165,173],"various":[20],"issues":[21],"that":[22,46,66],"public":[23],"health":[24],"agencies":[25],"would":[26],"like":[27],"solve.":[29],"For":[30],"instance,":[31],"it":[32],"important":[34],"for":[35,129,146,157],"policy":[37],"makers":[38],"know":[40],"where":[41],"homeless":[42],"populations":[43],"live":[44],"so":[45],"they":[47],"can":[48],"provide":[49],"necessary":[50],"services":[51],"accordingly.":[52],"This":[53],"article":[54],"presents":[55],"satellite":[57,103,175],"image":[58],"tent-detection":[59],"solution":[60],"with":[61,132],"three":[62],"deep":[63],"methods":[65],"utilize":[67],"transfer":[68],"from":[70,118,123,138],"ResNetV2,":[72],"InceptionV3,":[73],"MobileNetV2":[75],"models,":[76],"trained":[77],"on":[78,150,172],"ImageNet,":[79],"attached":[80],"unique":[83],"architecture":[84,163],"referred":[85],"as":[87,109],"\"TentNet\".":[88],"The":[89],"performance":[90],"of":[91,121,135,168],"these":[92],"models":[93],"are":[94],"first":[95],"shown":[96],"in":[97,105],"detecting":[98],"planes":[99],"ships":[101],"within":[102],"imagery":[104],"previously":[106],"defined":[107],"datasets":[108],"baseline.":[111],"Then,":[112],"new":[114],"dataset":[115,134,152],"created":[117],"compilation":[120],"tents":[122,159],"xView":[125],"project":[126],"testing,":[130],"along":[131],"another":[133],"synthetic":[136,155],"images":[137,156],"generative":[140],"adversarial":[141],"networks":[142],"StyleGAN2":[143],"DCGAN":[145],"training.":[147],"After":[148],"training":[149],"containing":[153],"only":[154],"class,":[160],"ResNetV2":[162],"achieved":[164],"highest":[166],"accuracy":[167],"73.68%":[169],"when":[170],"testing":[171],"real":[174],"imagery.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
