{"id":"https://openalex.org/W3207567712","doi":"https://doi.org/10.1109/igarss47720.2021.9555177","title":"Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests","display_name":"Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3207567712","doi":"https://doi.org/10.1109/igarss47720.2021.9555177","mag":"3207567712"},"language":"en","primary_location":{"id":"doi:10.1109/igarss47720.2021.9555177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss47720.2021.9555177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS","raw_type":"proceedings-article"},"type":"conference-paper","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/A5064786274","display_name":"Juan Sales","orcid":"https://orcid.org/0000-0002-7590-6275"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Juan Sales","raw_affiliation_strings":["Federal University of Mato Grosso do Sul, UFMS,Faculty of Computer Science","Faculty of Computer Science, Federal University of Mato Grosso do Sul, UFMS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Mato Grosso do Sul, UFMS,Faculty of Computer Science","institution_ids":["https://openalex.org/I122558511"]},{"raw_affiliation_string":"Faculty of Computer Science, Federal University of Mato Grosso do Sul, UFMS","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071340024","display_name":"Jos\u00e9 Marcato","orcid":"https://orcid.org/0000-0002-9096-6866"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jose Marcato Junior","raw_affiliation_strings":["Federal University of Mato Grosso do Sul, UFMS,Faculty of Engineering, Architecture and Urbanism and Geography","Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, UFMS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Mato Grosso do Sul, UFMS,Faculty of Engineering, Architecture and Urbanism and Geography","institution_ids":["https://openalex.org/I122558511"]},{"raw_affiliation_string":"Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, UFMS","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019447708","display_name":"Henrique Siqueira","orcid":"https://orcid.org/0000-0001-8719-5901"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Henrique Siqueira","raw_affiliation_strings":["Federal University of Mato Grosso do Sul, UFMS,Faculty of Engineering, Architecture and Urbanism and Geography","Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, UFMS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Mato Grosso do Sul, UFMS,Faculty of Engineering, Architecture and Urbanism and Geography","institution_ids":["https://openalex.org/I122558511"]},{"raw_affiliation_string":"Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, UFMS","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101442489","display_name":"Maur\u00edcio de Souza","orcid":"https://orcid.org/0000-0003-2901-7773"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mauricio De Souza","raw_affiliation_strings":["Federal University of Mato Grosso do Sul, UFMS,Faculty of Engineering, Architecture and Urbanism and Geography","Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, UFMS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Mato Grosso do Sul, UFMS,Faculty of Engineering, Architecture and Urbanism and Geography","institution_ids":["https://openalex.org/I122558511"]},{"raw_affiliation_string":"Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, UFMS","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091126039","display_name":"Edson Takashi Matsubara","orcid":"https://orcid.org/0000-0002-4471-0886"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Edson Matsubara","raw_affiliation_strings":["Federal University of Mato Grosso do Sul, UFMS,Faculty of Computer Science","Faculty of Computer Science, Federal University of Mato Grosso do Sul, UFMS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Mato Grosso do Sul, UFMS,Faculty of Computer Science","institution_ids":["https://openalex.org/I122558511"]},{"raw_affiliation_string":"Faculty of Computer Science, Federal University of Mato Grosso do Sul, UFMS","institution_ids":["https://openalex.org/I122558511"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017880637","display_name":"Wesley Nunes Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-8815-6653"},"institutions":[{"id":"https://openalex.org/I122558511","display_name":"Universidade Federal de Mato Grosso do Sul","ror":"https://ror.org/0366d2847","country_code":"BR","type":"education","lineage":["https://openalex.org/I122558511"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wesley Nunes Goncalves","raw_affiliation_strings":["Federal University of Mato Grosso do Sul, UFMS,Faculty of Computer Science","Faculty of Computer Science, Federal University of Mato Grosso do Sul, UFMS","Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, UFMS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Mato Grosso do Sul, UFMS,Faculty of Computer Science","institution_ids":["https://openalex.org/I122558511"]},{"raw_affiliation_string":"Faculty of Computer Science, Federal University of Mato Grosso do Sul, UFMS","institution_ids":["https://openalex.org/I122558511"]},{"raw_affiliation_string":"Faculty of Engineering, Architecture and Urbanism and Geography, Federal University of Mato Grosso do Sul, UFMS","institution_ids":["https://openalex.org/I122558511"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I122558511"],"apc_list":null,"apc_paid":null,"fwci":8.8935,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.97604167,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"586","last_page":"589"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12894","display_name":"Date Palm Research Studies","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13435","display_name":"Animal and Plant Science Education","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/eucalyptus","display_name":"Eucalyptus","score":0.8930054903030396},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6264107823371887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5391806364059448},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5357654690742493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.498776912689209},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4319896697998047},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33495962619781494},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32486072182655334},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18647339940071106},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.15900495648384094},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06187337636947632}],"concepts":[{"id":"https://openalex.org/C2779752776","wikidata":"https://www.wikidata.org/wiki/Q45669","display_name":"Eucalyptus","level":2,"score":0.8930054903030396},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6264107823371887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5391806364059448},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5357654690742493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.498776912689209},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4319896697998047},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33495962619781494},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32486072182655334},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18647339940071106},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.15900495648384094},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06187337636947632},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss47720.2021.9555177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss47720.2021.9555177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6800000071525574}],"awards":[{"id":"https://openalex.org/G1718587439","display_name":null,"funder_award_id":"303559/2019-5,433783/2018-4,304173/2016-9","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G2101132121","display_name":null,"funder_award_id":"88881.211850/2018-01","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G6286992714","display_name":null,"funder_award_id":"59/300.066/2015,59/300.095/2015","funder_id":"https://openalex.org/F4320323354","funder_display_name":"Funda\u00e7\u00e3o de Apoio ao Desenvolvimento do Ensino, Ci\u00eancia e Tecnologia do Estado de Mato Grosso do Sul"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323354","display_name":"Funda\u00e7\u00e3o de Apoio ao Desenvolvimento do Ensino, Ci\u00eancia e Tecnologia do Estado de Mato Grosso do Sul","ror":"https://ror.org/05jtrt935"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1975292860","https://openalex.org/W2565639579","https://openalex.org/W2743473392","https://openalex.org/W2756496339","https://openalex.org/W2794394639","https://openalex.org/W2884561390","https://openalex.org/W2967268202","https://openalex.org/W2974264079","https://openalex.org/W2995891558","https://openalex.org/W2996445195","https://openalex.org/W3033355903","https://openalex.org/W3047759833","https://openalex.org/W3081171346","https://openalex.org/W3094118104"],"related_works":["https://openalex.org/W2375928612","https://openalex.org/W2358803470","https://openalex.org/W2365823525","https://openalex.org/W2151053842","https://openalex.org/W2393244016","https://openalex.org/W2377506609","https://openalex.org/W3141712146","https://openalex.org/W2375922358","https://openalex.org/W4242598627","https://openalex.org/W2376616035"],"abstract_inverted_index":{"Brazilian":[0],"eucalyptus":[1,51],"plantations":[2,25],"are":[3],"largely":[4],"used":[5,101],"to":[6,46,76],"produce":[7],"wood":[8],"products":[9],"and":[10,33,91],"play":[11],"an":[12,85],"important":[13],"role":[14],"in":[15,23,50,102],"the":[16,38,80,82,97,104],"country's":[17],"economy.":[18],"The":[19,54],"presence":[20],"of":[21,67,89],"termites":[22],"these":[24],"can":[26],"cause":[27],"serious":[28],"damage,":[29],"requiring":[30],"their":[31],"identification":[32],"control.":[34],"Here,":[35],"we":[36],"investigated":[37],"RetinaNet":[39],"object":[40],"detection":[41],"deep":[42],"learning":[43],"method's":[44],"potential":[45],"identify":[47],"termite":[48],"mounds":[49],"forests":[52],"automatically.":[53],"experiments":[55],"were":[56],"conducted":[57],"using":[58],"terrestrial":[59],"images":[60],"acquired":[61],"with":[62],"a":[63,72],"GoPro":[64],"360,":[65],"composed":[66],"two":[68],"fisheye":[69],"cameras,":[70],"providing":[71],"challenging":[73],"task":[74],"due":[75],"non-conventional":[77],"geometry.":[78],"In":[79],"tests,":[81],"model":[83],"presented":[84],"Average":[86],"Precision":[87],"(AP)":[88],"0.721,":[90],"after":[92],"stipulating":[93],"thresholds":[94],"from":[95],"which":[96],"objects":[98],"would":[99],"be":[100],"training,":[103],"AP":[105],"was":[106],"0.867.":[107]},"counts_by_year":[{"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":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}