{"id":"https://openalex.org/W4405120894","doi":"https://doi.org/10.3390/rs16234572","title":"Bayesian Inference for Post-Processing of Remote-Sensing Image Classification","display_name":"Bayesian Inference for Post-Processing of Remote-Sensing Image Classification","publication_year":2024,"publication_date":"2024-12-06","ids":{"openalex":"https://openalex.org/W4405120894","doi":"https://doi.org/10.3390/rs16234572"},"language":"en","primary_location":{"id":"doi:10.3390/rs16234572","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16234572","pdf_url":"https://www.mdpi.com/2072-4292/16/23/4572/pdf?version=1733467191","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/2072-4292/16/23/4572/pdf?version=1733467191","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073328355","display_name":"Gilberto C\u00e2mara","orcid":"https://orcid.org/0000-0002-3681-487X"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gilberto Camara","raw_affiliation_strings":["National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009808819","display_name":"Renato Assun\u00e7\u00e3o","orcid":"https://orcid.org/0000-0001-7442-9166"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Renato Assun\u00e7\u00e3o","raw_affiliation_strings":["Computer Science Department, Federal University of Minas Gerais (UFMG), Av. Pres. Ant\u00f4nio Carlos, 6627, Belo Horizonte 31270-901, MG, Brazil"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Federal University of Minas Gerais (UFMG), Av. Pres. Ant\u00f4nio Carlos, 6627, Belo Horizonte 31270-901, MG, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114549507","display_name":"Alexandre Carvalho","orcid":"https://orcid.org/0000-0001-8762-5465"},"institutions":[{"id":"https://openalex.org/I3131024195","display_name":"Institute of Applied Economic Research","ror":"https://ror.org/02d3hy418","country_code":"BR","type":"government","lineage":["https://openalex.org/I3131024195"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre Carvalho","raw_affiliation_strings":["National Institute for Applied Economics Research (IPEA), SBS, Quadra 1 Bloco J, Bras\u00edlia 70076-900, DF, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute for Applied Economics Research (IPEA), SBS, Quadra 1 Bloco J, Bras\u00edlia 70076-900, DF, Brazil","institution_ids":["https://openalex.org/I3131024195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075663842","display_name":"Rolf Sim\u00f5es","orcid":"https://orcid.org/0000-0003-0953-4132"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rolf Simoes","raw_affiliation_strings":["Open Geo Hub (OGH), Waldeck Pyrmontlaan 14, 6865 HK Doorwerth, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Open Geo Hub (OGH), Waldeck Pyrmontlaan 14, 6865 HK Doorwerth, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101549902","display_name":"Felipe Souza","orcid":"https://orcid.org/0000-0002-5826-1700"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Felipe Souza","raw_affiliation_strings":["National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059552550","display_name":"Felipe Carlos","orcid":"https://orcid.org/0000-0002-3334-4315"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Felipe Carlos","raw_affiliation_strings":["National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059911365","display_name":"Anielli Rosane de Souza","orcid":"https://orcid.org/0000-0001-6888-8956"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anielli Souza","raw_affiliation_strings":["National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010495753","display_name":"Ana C. Rorato","orcid":"https://orcid.org/0000-0002-1532-2016"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Rorato","raw_affiliation_strings":["National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007484070","display_name":"Ana Paula Dal\u2019Asta","orcid":"https://orcid.org/0000-0002-1286-9067"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Paula Dal\u2019Asta","raw_affiliation_strings":["National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute for Space Research (INPE), Avenida dos Astronautas, 1758, Jardim da Granja, Sao Jose dos Campos 12227-010, SP, Brazil","institution_ids":["https://openalex.org/I80849659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5073328355"],"corresponding_institution_ids":["https://openalex.org/I80849659"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.2515,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88169617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"16","issue":"23","first_page":"4572","last_page":"4572"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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":0.9973000288009644,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9902999997138977,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8113089799880981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6117308139801025},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5926557779312134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5473060011863708},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.49875545501708984},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.49075278639793396},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.48660576343536377},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4748119115829468},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45856061577796936},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.41788727045059204},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.4165196418762207},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39522355794906616},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.32080262899398804}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8113089799880981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6117308139801025},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5926557779312134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5473060011863708},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.49875545501708984},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.49075278639793396},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.48660576343536377},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4748119115829468},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45856061577796936},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.41788727045059204},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4165196418762207},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39522355794906616},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.32080262899398804},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16234572","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16234572","pdf_url":"https://www.mdpi.com/2072-4292/16/23/4572/pdf?version=1733467191","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:doaj.org/article:0a3a31160200446db380e9bfd87745b0","is_oa":true,"landing_page_url":"https://doaj.org/article/0a3a31160200446db380e9bfd87745b0","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 23, p 4572 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16234572","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16234572","pdf_url":"https://www.mdpi.com/2072-4292/16/23/4572/pdf?version=1733467191","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":[],"awards":[{"id":"https://openalex.org/G1904598364","display_name":null,"funder_award_id":"d8072905-1d68-4b9e-add1-11da1a2e5908","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G1923411691","display_name":null,"funder_award_id":"101059548","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2077128097","display_name":null,"funder_award_id":"17.2.0536.1","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2977262681","display_name":null,"funder_award_id":"G-23-01643","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3716878572","display_name":null,"funder_award_id":"17.2.0536.1","funder_id":"https://openalex.org/F4320331038","funder_display_name":"Fundo Amaz\u00f4nia"},{"id":"https://openalex.org/G4060487383","display_name":null,"funder_award_id":"17-III-084-Global-A-RESTORE+","funder_id":"https://openalex.org/F4320331038","funder_display_name":"Fundo Amaz\u00f4nia"},{"id":"https://openalex.org/G6129043267","display_name":null,"funder_award_id":"G-22-01193","funder_id":"https://openalex.org/F4320331038","funder_display_name":"Fundo Amaz\u00f4nia"},{"id":"https://openalex.org/G6536675992","display_name":null,"funder_award_id":"3079474","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6900050472","display_name":null,"funder_award_id":"303589/2023-0","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7138216020","display_name":null,"funder_award_id":"101059548","funder_id":"https://openalex.org/F4320331038","funder_display_name":"Fundo Amaz\u00f4nia"},{"id":"https://openalex.org/G743160449","display_name":null,"funder_award_id":"G-23-01643","funder_id":"https://openalex.org/F4320331038","funder_display_name":"Fundo Amaz\u00f4nia"},{"id":"https://openalex.org/G7929226274","display_name":null,"funder_award_id":"17-III-084-Global-A-RESTORE+","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8065436089","display_name":null,"funder_award_id":"d8072905-1d68-4b9e-add1-11da1a2e5908","funder_id":"https://openalex.org/F4320331038","funder_display_name":"Fundo Amaz\u00f4nia"},{"id":"https://openalex.org/G8091416146","display_name":null,"funder_award_id":"303589/2023-0","funder_id":"https://openalex.org/F4320331038","funder_display_name":"Fundo Amaz\u00f4nia"},{"id":"https://openalex.org/G8193259082","display_name":null,"funder_award_id":"3079474","funder_id":"https://openalex.org/F4320331038","funder_display_name":"Fundo Amaz\u00f4nia"},{"id":"https://openalex.org/G946996450","display_name":null,"funder_award_id":"G-22-01193","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320331038","display_name":"Fundo Amaz\u00f4nia","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405120894.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1995875735","https://openalex.org/W2006203995","https://openalex.org/W2025803711","https://openalex.org/W2084818612","https://openalex.org/W2161336494","https://openalex.org/W2261059368","https://openalex.org/W2463773089","https://openalex.org/W2479390720","https://openalex.org/W2509112857","https://openalex.org/W2764034829","https://openalex.org/W2773549323","https://openalex.org/W2782522152","https://openalex.org/W2885354990","https://openalex.org/W2885601213","https://openalex.org/W2940726923","https://openalex.org/W2963131120","https://openalex.org/W2996554203","https://openalex.org/W3001198293","https://openalex.org/W3112926737","https://openalex.org/W3173608877","https://openalex.org/W4232768124","https://openalex.org/W4248681815","https://openalex.org/W4390277527","https://openalex.org/W4392714576","https://openalex.org/W4393294859","https://openalex.org/W4394591746","https://openalex.org/W4394878951","https://openalex.org/W4399650155","https://openalex.org/W6675077989","https://openalex.org/W6859639461"],"related_works":["https://openalex.org/W2372267530","https://openalex.org/W2969189870","https://openalex.org/W3015855446","https://openalex.org/W2965643117","https://openalex.org/W4303857162","https://openalex.org/W2407375987","https://openalex.org/W3049691116","https://openalex.org/W2505726097","https://openalex.org/W2950975704","https://openalex.org/W2010643158"],"abstract_inverted_index":{"A":[0],"key":[1,113],"component":[2,114],"of":[3,47,72,90,115,133],"remote-sensing":[4],"image":[5,8,105],"analysis":[6],"is":[7,111,126],"classification,":[9],"which":[10],"aims":[11],"to":[12,29,43,68],"categorize":[13],"images":[14],"into":[15],"different":[16],"classes":[17,76],"using":[18,104],"machine-learning":[19,24,48],"methods.":[20],"In":[21],"many":[22],"applications,":[23],"classifiers":[25],"assign":[26],"class":[27,33],"probabilities":[28,34],"each":[30],"pixel.":[31],"These":[32],"serve":[35],"as":[36,128,131],"input":[37],"for":[38,100,120],"post-processing":[39,55],"techniques":[40],"that":[41],"aim":[42],"improve":[44],"the":[45,70,78,85,88,91,134],"results":[46],"algorithms.":[49],"This":[50,94],"paper":[51],"proposes":[52],"a":[53,112,116],"new":[54],"algorithm":[56,86],"based":[57],"on":[58],"an":[59],"empirical":[60],"Bayes":[61],"approach.":[62],"We":[63],"employ":[64],"non-isotropic":[65],"neighborhood":[66],"definitions":[67],"capture":[69],"impact":[71],"borders":[73],"between":[74],"land":[75],"in":[77],"statistical":[79],"model.":[80],"By":[81],"incorporating":[82],"expert":[83],"knowledge,":[84],"improves":[87],"consistency":[89],"classified":[92],"map.":[93],"technique":[95],"has":[96],"proven":[97],"its":[98],"efficacy":[99],"large-scale":[101],"data":[102,123],"processing":[103],"time-series":[106],"analysis.":[107],"The":[108],"proposed":[109],"method":[110],"time-first,":[117],"space-based":[118],"approach":[119],"big":[121],"Earth-observation":[122],"processing.":[124],"It":[125],"available":[127],"open":[129],"source":[130],"part":[132],"R":[135],"package":[136],"sits.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
