{"id":"https://openalex.org/W3210506924","doi":"https://doi.org/10.1109/mapr53640.2021.9585261","title":"Landslide Detection with Unmanned Aerial Vehicles","display_name":"Landslide Detection with Unmanned Aerial Vehicles","publication_year":2021,"publication_date":"2021-10-01","ids":{"openalex":"https://openalex.org/W3210506924","doi":"https://doi.org/10.1109/mapr53640.2021.9585261","mag":"3210506924"},"language":"en","primary_location":{"id":"doi:10.1109/mapr53640.2021.9585261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mapr53640.2021.9585261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","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/A5036923740","display_name":"Hoai Nam Vu","orcid":"https://orcid.org/0000-0001-5290-2258"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hoai Nam Vu","raw_affiliation_strings":["Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I4400600977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101634983","display_name":"Huong Nguyen","orcid":"https://orcid.org/0000-0001-9067-3396"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Huong Mai Nguyen","raw_affiliation_strings":["University of Oulu Oulu, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103102127","display_name":"Cuong Pham","orcid":"https://orcid.org/0000-0003-2793-6821"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]},{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Cuong Duc Pham","raw_affiliation_strings":["IVS Technology, Ha Noi, Viet Nam","Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IVS Technology, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I4400600977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062807300","display_name":"Anh Dat Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anh Dat Tran","raw_affiliation_strings":["Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I4400600977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014920897","display_name":"Khanh Nguyen-Trong","orcid":"https://orcid.org/0000-0001-5175-8805"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khanh Nguyen Trong","raw_affiliation_strings":["Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I4400600977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103102127","display_name":"Cuong Pham","orcid":"https://orcid.org/0000-0003-2793-6821"},"institutions":[{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]},{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Cuong Pham","raw_affiliation_strings":["IVS Technology, Ha Noi, Viet Nam","Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IVS Technology, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"Naver AI Lab Posts and Telecommunications, Institute of Technology, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I4400600977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100686335","display_name":"Vi\u1ec7t H\u00f9ng Nguy\u1ec5n","orcid":"https://orcid.org/0000-0001-6729-3520"},"institutions":[{"id":"https://openalex.org/I4210095603","display_name":"Vietnam Posts and Telecommunications Group (Vietnam)","ror":"https://ror.org/00q0e7f94","country_code":"VN","type":"company","lineage":["https://openalex.org/I4210095603"]},{"id":"https://openalex.org/I4400600977","display_name":"Posts and Telecommunications Institute of Technology","ror":"https://ror.org/0363rtq22","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600977"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Viet Hung Nguyen","raw_affiliation_strings":["Posts and Telecommunications, Institute of Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Posts and Telecommunications, Institute of Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210095603","https://openalex.org/I4400600977"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2747,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.5320441,"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":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9944000244140625,"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"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9944000244140625,"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"}},{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/landslide","display_name":"Landslide","score":0.8021667003631592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7061747908592224},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.6748076677322388},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5091387629508972},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4950200915336609},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4894031584262848},{"id":"https://openalex.org/keywords/disaster-mitigation","display_name":"Disaster mitigation","score":0.4792087972164154},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.46675586700439453},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.44298073649406433},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41609349846839905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3406546115875244},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3202422559261322},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.29531389474868774},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.18770289421081543},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.17778676748275757},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16448909044265747},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14998465776443481},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07881298661231995}],"concepts":[{"id":"https://openalex.org/C186295008","wikidata":"https://www.wikidata.org/wiki/Q167903","display_name":"Landslide","level":2,"score":0.8021667003631592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7061747908592224},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.6748076677322388},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5091387629508972},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4950200915336609},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4894031584262848},{"id":"https://openalex.org/C2982801203","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Disaster mitigation","level":2,"score":0.4792087972164154},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.46675586700439453},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.44298073649406433},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41609349846839905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3406546115875244},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3202422559261322},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.29531389474868774},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.18770289421081543},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.17778676748275757},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16448909044265747},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14998465776443481},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07881298661231995},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mapr53640.2021.9585261","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mapr53640.2021.9585261","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Multimedia Analysis and Pattern Recognition (MAPR)","raw_type":"proceedings-article"},{"id":"pmh:oai:oulu.fi:nbnfi-fe2023032333025","is_oa":false,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe2023032333025","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5099999904632568,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1983990893","https://openalex.org/W2024106491","https://openalex.org/W2059188304","https://openalex.org/W2081620141","https://openalex.org/W2115755118","https://openalex.org/W2122282653","https://openalex.org/W2161160262","https://openalex.org/W2194775991","https://openalex.org/W2253429366","https://openalex.org/W2265338262","https://openalex.org/W2305939737","https://openalex.org/W2573495669","https://openalex.org/W2612445135","https://openalex.org/W2781228439","https://openalex.org/W2783397226","https://openalex.org/W2792196516","https://openalex.org/W2794176907","https://openalex.org/W2798122215","https://openalex.org/W2912361013","https://openalex.org/W2955425717","https://openalex.org/W2963150697","https://openalex.org/W2971198903","https://openalex.org/W2979363529","https://openalex.org/W2982083293","https://openalex.org/W3007028022","https://openalex.org/W3045352229","https://openalex.org/W3090903842","https://openalex.org/W3116012398","https://openalex.org/W3135903521","https://openalex.org/W4297775537","https://openalex.org/W6737664043","https://openalex.org/W6748737497","https://openalex.org/W6750469568","https://openalex.org/W6762718338","https://openalex.org/W6783806713","https://openalex.org/W7056343856"],"related_works":["https://openalex.org/W2389676928","https://openalex.org/W3169474304","https://openalex.org/W2369104181","https://openalex.org/W3201652628","https://openalex.org/W4212972401","https://openalex.org/W2389287188","https://openalex.org/W3081499580","https://openalex.org/W2615020820","https://openalex.org/W3106883776","https://openalex.org/W2381531642"],"abstract_inverted_index":{"Landslide":[0],"is":[1,36,127],"one":[2],"of":[3,113,154],"the":[4,57,79,84,140],"most":[5],"dangerous":[6,69],"disasters,":[7],"especially":[8],"for":[9,40],"countries":[10],"with":[11,158],"large":[12],"mountainous":[13],"terrain.":[14],"It":[15],"causes":[16],"a":[17,91,130],"great":[18],"damage":[19],"to":[20,64,77,82,93],"lives,":[21],"infrastructure":[22],"and":[23,29,42,122],"environments,":[24],"such":[25,46],"as":[26,47],"traffic":[27,49,51,70,80],"congestion":[28],"high":[30],"accidents.":[31,52],"Therefore,":[32],"automated":[33],"landslide":[34,99],"detection":[35],"an":[37,159],"important":[38],"task":[39],"warning":[41],"reducing":[43],"its":[44],"consequences":[45],"blocked":[48,66,95,118,123],"or":[50,68],"For":[53],"instance,":[54],"people":[55],"approaching":[56],"disaster":[58],"area":[59],"can":[60,72,143],"adjust":[61],"their":[62],"routes":[63],"avoid":[65,83],"roads,":[67],"signs":[71],"be":[73],"positioned":[74],"in":[75],"time":[76],"warn":[78],"participants":[81],"interrupted":[85],"road":[86,116,119,124],"ahead.":[87],"This":[88],"paper":[89],"proposes":[90],"method":[92,111,142],"detect":[94],"roads":[96],"caused":[97],"by":[98,100,129],"utilizing":[101],"images":[102,156],"captured":[103,157],"from":[104],"Unmanned":[105],"Aerial":[106],"Vehicles":[107],"(UAV).":[108],"The":[109],"proposed":[110,141],"comprises":[112],"three":[114],"components:":[115],"segmentation,":[117],"candidate":[120],"extraction,":[121],"classification,":[125],"which":[126],"leveraged":[128],"multi-stage":[131],"convolutional":[132],"neural":[133],"network":[134],"model.":[135],"Our":[136],"experiments":[137],"demonstrate":[138],"that":[139],"surpass":[144],"over":[145],"several":[146],"state-of-the":[147],"art":[148],"methods":[149],"on":[150],"our":[151],"self-collected":[152],"dataset":[153],"400":[155],"UAV.":[160]},"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":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
