{"id":"https://openalex.org/W2773356293","doi":"https://doi.org/10.1109/pacrim.2017.8121895","title":"Deep learning for Amazon satellite image analysis","display_name":"Deep learning for Amazon satellite image analysis","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2773356293","doi":"https://doi.org/10.1109/pacrim.2017.8121895","mag":"2773356293"},"language":"en","primary_location":{"id":"doi:10.1109/pacrim.2017.8121895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacrim.2017.8121895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","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/A5012761593","display_name":"Lior Bragilevsky","orcid":"https://orcid.org/0000-0002-7617-4475"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Lior Bragilevsky","raw_affiliation_strings":["School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012187461","display_name":"Ivan V. Baji\u0107","orcid":"https://orcid.org/0000-0003-3154-5743"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ivan V. Bajic","raw_affiliation_strings":["School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012761593"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":0.6372,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.79089343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9987999796867371,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9987999796867371,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9973999857902527,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/amazon-rainforest","display_name":"Amazon rainforest","score":0.7936789989471436},{"id":"https://openalex.org/keywords/deforestation","display_name":"Deforestation (computer science)","score":0.7854042053222656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6778165102005005},{"id":"https://openalex.org/keywords/satellite-image","display_name":"Satellite image","score":0.5335234999656677},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5171917676925659},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.5023689270019531},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5014665126800537},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4614388644695282},{"id":"https://openalex.org/keywords/amazon-basin","display_name":"Amazon basin","score":0.42643100023269653},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4167078733444214},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4156957268714905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39582207798957825},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3686886727809906},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.33983683586120605},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.24986958503723145},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18406450748443604},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.16029542684555054},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11784172058105469},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09233206510543823}],"concepts":[{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.7936789989471436},{"id":"https://openalex.org/C2777399953","wikidata":"https://www.wikidata.org/wiki/Q2155658","display_name":"Deforestation (computer science)","level":2,"score":0.7854042053222656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6778165102005005},{"id":"https://openalex.org/C2985301230","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite image","level":3,"score":0.5335234999656677},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5171917676925659},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.5023689270019531},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5014665126800537},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4614388644695282},{"id":"https://openalex.org/C2988944400","wikidata":"https://www.wikidata.org/wiki/Q244451","display_name":"Amazon basin","level":3,"score":0.42643100023269653},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4167078733444214},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4156957268714905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39582207798957825},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3686886727809906},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.33983683586120605},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24986958503723145},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18406450748443604},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.16029542684555054},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11784172058105469},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09233206510543823},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pacrim.2017.8121895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacrim.2017.8121895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7300000190734863,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W172260869","https://openalex.org/W1522301498","https://openalex.org/W1563795667","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1985037657","https://openalex.org/W2032474875","https://openalex.org/W2052966577","https://openalex.org/W2075209993","https://openalex.org/W2113599721","https://openalex.org/W2117287331","https://openalex.org/W2117539524","https://openalex.org/W2145040296","https://openalex.org/W2156935079","https://openalex.org/W2183341477","https://openalex.org/W2240484944","https://openalex.org/W2282654031","https://openalex.org/W2507255338","https://openalex.org/W2531409750","https://openalex.org/W2584404397","https://openalex.org/W2752941158","https://openalex.org/W2951583185","https://openalex.org/W2962835968","https://openalex.org/W2964121744","https://openalex.org/W6606982846","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6686164453","https://openalex.org/W6728184133","https://openalex.org/W6744546703"],"related_works":["https://openalex.org/W1993531211","https://openalex.org/W2136885499","https://openalex.org/W2000108137","https://openalex.org/W1628300877","https://openalex.org/W2139637140","https://openalex.org/W1510151755","https://openalex.org/W2115058414","https://openalex.org/W2069821980","https://openalex.org/W4295779605","https://openalex.org/W4318141566"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"can":[2],"be":[3,64,81],"the":[4,8,21,29,32,59,76,97,99,106],"key":[5],"to":[6,38,51,54,66,80,83,96,105],"saving":[7],"world":[9],"from":[10],"losing":[11],"football":[12],"field-sized":[13],"forest":[14],"areas":[15],"each":[16],"second.":[17],"As":[18],"deforestation":[19,85],"in":[20,70],"Amazon":[22],"basin":[23],"causes":[24],"devastating":[25],"effects":[26],"both":[27],"on":[28],"ecosystem":[30],"and":[31,41,86,102],"environment,":[33],"there":[34],"is":[35],"urgent":[36],"need":[37],"better":[39],"understand":[40],"manage":[42,84],"its":[43,87],"changing":[44],"landscape.":[45],"A":[46],"competition":[47],"was":[48],"recently":[49],"conducted":[50],"develop":[52],"algorithms":[53,62],"analyze":[55],"satellite":[56],"images":[57],"of":[58],"Amazon.":[60],"Successful":[61],"will":[63],"able":[65,82],"detect":[67],"subtle":[68],"features":[69],"different":[71],"image":[72],"scenes,":[73],"giving":[74],"us":[75],"crucial":[77],"data":[78],"needed":[79],"consequences":[88],"more":[89],"effectively.":[90],"This":[91],"paper":[92],"presents":[93],"our":[94],"entry":[95],"competition,":[98],"results":[100],"obtained,":[101],"possible":[103],"improvements":[104],"algorithm.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
