{"id":"https://openalex.org/W3027542479","doi":"https://doi.org/10.3390/rs12101667","title":"Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review-Part I: Evolution and Recent Trends","display_name":"Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review-Part I: Evolution and Recent Trends","publication_year":2020,"publication_date":"2020-05-22","ids":{"openalex":"https://openalex.org/W3027542479","doi":"https://doi.org/10.3390/rs12101667","mag":"3027542479"},"language":"en","primary_location":{"id":"doi:10.3390/rs12101667","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12101667","pdf_url":"https://www.mdpi.com/2072-4292/12/10/1667/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/10/1667/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112565955","display_name":"Thorsten Hoeser","orcid":null},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thorsten Hoeser","raw_affiliation_strings":["German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), M\u00fcnchner Stra\u00dfe 20, D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), M\u00fcnchner Stra\u00dfe 20, D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059343226","display_name":"Claudia Kuenzer","orcid":null},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]},{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Claudia Kuenzer","raw_affiliation_strings":["Department of Remote Sensing, Institute of Geography and Geology, University W\u00fcrzburg, Am Huband, D-97074 Wuerzburg, Germany","German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), M\u00fcnchner Stra\u00dfe 20, D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Remote Sensing, Institute of Geography and Geology, University W\u00fcrzburg, Am Huband, D-97074 Wuerzburg, Germany","institution_ids":["https://openalex.org/I25974101"]},{"raw_affiliation_string":"German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), M\u00fcnchner Stra\u00dfe 20, D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5112565955"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":1900,"currency":"EUR","value_usd":2049},"fwci":43.7651,"has_fulltext":true,"cited_by_count":354,"citation_normalized_percentile":{"value":0.99896655,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"10","first_page":"1667","last_page":"1667"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9976000189781189,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9961000084877014,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7383228540420532},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7162904739379883},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6901401281356812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6054489612579346},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5570738315582275},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.556580126285553},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.46764230728149414},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.44500964879989624},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4226158857345581},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.4223904013633728},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3252262473106384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7383228540420532},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7162904739379883},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6901401281356812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6054489612579346},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5570738315582275},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.556580126285553},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46764230728149414},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.44500964879989624},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4226158857345581},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.4223904013633728},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3252262473106384},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs12101667","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12101667","pdf_url":"https://www.mdpi.com/2072-4292/12/10/1667/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:elib.dlr.de:135043","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Zeitschriftenbeitrag"},{"id":"pmh:oai:elib.dlr.de:135424","is_oa":false,"landing_page_url":"https://doi.org/10.3390/rs12101667>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:0819112878e1428ea73537d5582c2a24","is_oa":true,"landing_page_url":"https://doaj.org/article/0819112878e1428ea73537d5582c2a24","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 10, p 1667 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/10/1667/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12101667","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 12; Issue 10; Pages: 1667","raw_type":"Text"},{"id":"pmh:oai:opus.bibliothek.uni-wuerzburg.de:20591","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:20-opus-205918","pdf_url":null,"source":{"id":"https://openalex.org/S4306401635","display_name":"Online Publication Service of W\u00fcrzburg University (W\u00fcrzburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I25974101","host_organization_name":"University of W\u00fcrzburg","host_organization_lineage":["https://openalex.org/I25974101"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs12101667","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12101667","pdf_url":"https://www.mdpi.com/2072-4292/12/10/1667/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.44999998807907104,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3027542479.pdf","grobid_xml":"https://content.openalex.org/works/W3027542479.grobid-xml"},"referenced_works_count":168,"referenced_works":["https://openalex.org/W104184427","https://openalex.org/W639708223","https://openalex.org/W1498436455","https://openalex.org/W1533861849","https://openalex.org/W1536680647","https://openalex.org/W1594676769","https://openalex.org/W1665214252","https://openalex.org/W1677182931","https://openalex.org/W1745334888","https://openalex.org/W1836465849","https://openalex.org/W1903029394","https://openalex.org/W2005368619","https://openalex.org/W2031489346","https://openalex.org/W2037227137","https://openalex.org/W2064675550","https://openalex.org/W2076063813","https://openalex.org/W2088049833","https://openalex.org/W2091987367","https://openalex.org/W2097117768","https://openalex.org/W2098580305","https://openalex.org/W2100495367","https://openalex.org/W2102605133","https://openalex.org/W2103359087","https://openalex.org/W2107878631","https://openalex.org/W2108598243","https://openalex.org/W2109255472","https://openalex.org/W2110798204","https://openalex.org/W2112796928","https://openalex.org/W2116360511","https://openalex.org/W2117539524","https://openalex.org/W2132023809","https://openalex.org/W2139427956","https://openalex.org/W2141125852","https://openalex.org/W2147768505","https://openalex.org/W2147800946","https://openalex.org/W2154579312","https://openalex.org/W2155893237","https://openalex.org/W2160815625","https://openalex.org/W2161236525","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2165698076","https://openalex.org/W2166206801","https://openalex.org/W2171943915","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2216125271","https://openalex.org/W2221898772","https://openalex.org/W2295582178","https://openalex.org/W2340897893","https://openalex.org/W2395579298","https://openalex.org/W2395611524","https://openalex.org/W2412588858","https://openalex.org/W2412782625","https://openalex.org/W2499316477","https://openalex.org/W2531409750","https://openalex.org/W2549139847","https://openalex.org/W2557728737","https://openalex.org/W2559348937","https://openalex.org/W2559597482","https://openalex.org/W2560023338","https://openalex.org/W2563705555","https://openalex.org/W2565639579","https://openalex.org/W2566871317","https://openalex.org/W2570343428","https://openalex.org/W2592962403","https://openalex.org/W2606797870","https://openalex.org/W2609402060","https://openalex.org/W2618530766","https://openalex.org/W2746791238","https://openalex.org/W2751694392","https://openalex.org/W2752782242","https://openalex.org/W2764034829","https://openalex.org/W2768489488","https://openalex.org/W2782522152","https://openalex.org/W2785430118","https://openalex.org/W2787091153","https://openalex.org/W2794284562","https://openalex.org/W2803620620","https://openalex.org/W2804199516","https://openalex.org/W2804860796","https://openalex.org/W2806581075","https://openalex.org/W2884367402","https://openalex.org/W2884436604","https://openalex.org/W2884592726","https://openalex.org/W2891778567","https://openalex.org/W2893801697","https://openalex.org/W2896983355","https://openalex.org/W2897898606","https://openalex.org/W2897936062","https://openalex.org/W2899319425","https://openalex.org/W2900534458","https://openalex.org/W2901458284","https://openalex.org/W2902166991","https://openalex.org/W2906217354","https://openalex.org/W2908320224","https://openalex.org/W2910096450","https://openalex.org/W2913323966","https://openalex.org/W2916798096","https://openalex.org/W2919115771","https://openalex.org/W2939781831","https://openalex.org/W2940726923","https://openalex.org/W2942231644","https://openalex.org/W2949736877","https://openalex.org/W2952793010","https://openalex.org/W2955425717","https://openalex.org/W2962737770","https://openalex.org/W2962749812","https://openalex.org/W2962921175","https://openalex.org/W2962978395","https://openalex.org/W2963037989","https://openalex.org/W2963125010","https://openalex.org/W2963136578","https://openalex.org/W2963150697","https://openalex.org/W2963163009","https://openalex.org/W2963351448","https://openalex.org/W2963381188","https://openalex.org/W2963446712","https://openalex.org/W2963786238","https://openalex.org/W2963815618","https://openalex.org/W2963821229","https://openalex.org/W2963857746","https://openalex.org/W2963881378","https://openalex.org/W2963918968","https://openalex.org/W2964081807","https://openalex.org/W2964241181","https://openalex.org/W2964350391","https://openalex.org/W2964444661","https://openalex.org/W2964979676","https://openalex.org/W2969786836","https://openalex.org/W2970971581","https://openalex.org/W2972006294","https://openalex.org/W2972009374","https://openalex.org/W2973184731","https://openalex.org/W2982083293","https://openalex.org/W2986943971","https://openalex.org/W2987185654","https://openalex.org/W2988452521","https://openalex.org/W2988916019","https://openalex.org/W2991072450","https://openalex.org/W2992240579","https://openalex.org/W2996322457","https://openalex.org/W2998228095","https://openalex.org/W3001083904","https://openalex.org/W3005568369","https://openalex.org/W3007766931","https://openalex.org/W3009268227","https://openalex.org/W3016947168","https://openalex.org/W3034971973","https://openalex.org/W3103856189","https://openalex.org/W3104341624","https://openalex.org/W3118608800","https://openalex.org/W3132455321","https://openalex.org/W4238404964","https://openalex.org/W4248127922","https://openalex.org/W4249594181","https://openalex.org/W4250462903","https://openalex.org/W4253588326","https://openalex.org/W4295312788","https://openalex.org/W4300402905","https://openalex.org/W4320013936","https://openalex.org/W6623838197","https://openalex.org/W6638667902","https://openalex.org/W6640054144","https://openalex.org/W6682751323","https://openalex.org/W6682889407","https://openalex.org/W6718471829","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4315434538","https://openalex.org/W2949096641","https://openalex.org/W2970686063","https://openalex.org/W2969228573"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"(DL)":[2],"has":[3],"great":[4],"influence":[5],"on":[6,75,157,164,172],"large":[7],"parts":[8],"of":[9,25,67,70,127,137,147],"science":[10],"and":[11,42,78,100,116,143,169,188],"increasingly":[12],"established":[13],"itself":[14],"as":[15,160,162],"an":[16,65],"adaptive":[17],"method":[18],"for":[19,33,58],"new":[20,95],"challenges":[21],"in":[22,50,60,81,89,97,121,149,167,175,191],"the":[23,30,40,56,68,108,111,125,135,138,179,182],"field":[24,45],"Earth":[26],"observation":[27],"(EO).":[28],"Nevertheless,":[29],"entry":[31],"barriers":[32,57],"EO":[34],"researchers":[35,59],"are":[36],"high":[37],"due":[38],"to":[39,123],"dense":[41],"rapidly":[43],"developing":[44],"mainly":[46],"driven":[47],"by":[48],"advances":[49,165],"computer":[51],"vision":[52],"(CV).":[53],"To":[54],"lower":[55],"EO,":[61,176],"this":[62],"review":[63],"gives":[64],"overview":[66],"evolution":[69,136],"DL":[71,129,141,155],"with":[72],"a":[73,92,145],"focus":[74],"image":[76,98],"segmentation":[77],"object":[79],"detection":[80],"convolutional":[82],"neural":[83],"networks":[84],"(CNN).":[85],"The":[86],"survey":[87],"starts":[88],"2012,":[90],"when":[91],"CNN":[93,114],"set":[94],"standards":[96],"recognition,":[99],"lasts":[101],"until":[102],"late":[103],"2019.":[104],"Thereby,":[105],"we":[106,132,177],"highlight":[107],"connections":[109],"between":[110,181],"most":[112,139],"important":[113],"architectures":[115,156],"cornerstones":[117],"coming":[118],"from":[119,186],"CV":[120,168,187],"order":[122],"alleviate":[124],"evaluation":[126],"modern":[128],"models.":[130],"Furthermore,":[131],"briefly":[133],"outline":[134],"popular":[140],"frameworks":[142],"provide":[144],"summary":[146],"datasets":[148,159],"EO.":[150,192],"By":[151],"discussing":[152],"well":[153,161],"performing":[154],"these":[158],"reflecting":[163],"made":[166],"their":[170],"impact":[171],"future":[173],"research":[174],"narrow":[178],"gap":[180],"reviewed,":[183],"theoretical":[184],"concepts":[185],"practical":[189],"application":[190]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":62},{"year":2024,"cited_by_count":55},{"year":2023,"cited_by_count":78},{"year":2022,"cited_by_count":83},{"year":2021,"cited_by_count":53},{"year":2020,"cited_by_count":15}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2020-05-29T00:00:00"}
