{"id":"https://openalex.org/W3117361642","doi":"https://doi.org/10.1109/tencon50793.2020.9293865","title":"Water Level Detection from CCTV Cameras using a Deep Learning Approach","display_name":"Water Level Detection from CCTV Cameras using a Deep Learning Approach","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3117361642","doi":"https://doi.org/10.1109/tencon50793.2020.9293865","mag":"3117361642"},"language":"en","primary_location":{"id":"doi:10.1109/tencon50793.2020.9293865","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon50793.2020.9293865","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE REGION 10 CONFERENCE (TENCON)","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/A5034810024","display_name":"Punyanuch Borwarnginn","orcid":"https://orcid.org/0000-0002-6309-5022"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Punyanuch Borwarnginn","raw_affiliation_strings":["Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002423941","display_name":"Jason Haga","orcid":"https://orcid.org/0000-0002-6407-0003"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jason H. Haga","raw_affiliation_strings":["Digital Architecture Promotion Center, National Institute of Advanced Industrial Science and Technology, Ibaraki, Japan"],"affiliations":[{"raw_affiliation_string":"Digital Architecture Promotion Center, National Institute of Advanced Industrial Science and Technology, Ibaraki, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061056286","display_name":"Worapan Kusakunniran","orcid":"https://orcid.org/0000-0002-2896-611X"},"institutions":[{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Worapan Kusakunniran","raw_affiliation_strings":["Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Information and Communication Technology, Mahidol University, Nakhon Pathom, Thailand","institution_ids":["https://openalex.org/I25399158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034810024"],"corresponding_institution_ids":["https://openalex.org/I25399158"],"apc_list":null,"apc_paid":null,"fwci":0.1001,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.51893332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1283","last_page":"1288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9908000230789185,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.766743540763855},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.7348472476005554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.719067394733429},{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.5834534764289856},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5616508722305298},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4820314645767212},{"id":"https://openalex.org/keywords/water-level","display_name":"Water level","score":0.4806024730205536},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3617321848869324},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3615146577358246},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33262407779693604},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32478564977645874},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.117738276720047},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11671271920204163},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.08612290024757385}],"concepts":[{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.766743540763855},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7348472476005554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.719067394733429},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.5834534764289856},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5616508722305298},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4820314645767212},{"id":"https://openalex.org/C1284942","wikidata":"https://www.wikidata.org/wiki/Q1929501","display_name":"Water level","level":2,"score":0.4806024730205536},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3617321848869324},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3615146577358246},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33262407779693604},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32478564977645874},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.117738276720047},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11671271920204163},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.08612290024757385},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon50793.2020.9293865","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon50793.2020.9293865","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE REGION 10 CONFERENCE (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7200000286102295,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311508","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W272370768","https://openalex.org/W1686810756","https://openalex.org/W1967953590","https://openalex.org/W2076063813","https://openalex.org/W2117539524","https://openalex.org/W2149933564","https://openalex.org/W2161942583","https://openalex.org/W2163605009","https://openalex.org/W2183341477","https://openalex.org/W2577231018","https://openalex.org/W2804773839","https://openalex.org/W2902418758","https://openalex.org/W2919115771","https://openalex.org/W2949718784","https://openalex.org/W2962835968","https://openalex.org/W2963403868","https://openalex.org/W2964081807","https://openalex.org/W2970389371","https://openalex.org/W2981413347","https://openalex.org/W4298395628","https://openalex.org/W4299518610","https://openalex.org/W4385245566","https://openalex.org/W6610025237","https://openalex.org/W6637373629","https://openalex.org/W6682132143","https://openalex.org/W6684191040","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2039543756","https://openalex.org/W2386325437","https://openalex.org/W2353043494","https://openalex.org/W2441202759","https://openalex.org/W2067533132","https://openalex.org/W2394377911","https://openalex.org/W2031888665","https://openalex.org/W2923835640","https://openalex.org/W2353754242"],"abstract_inverted_index":{"Natural":[0],"disasters":[1,33],"are":[2],"a":[3,36,128],"global":[4],"problem":[5],"that":[6,34],"causes":[7],"widespread":[8],"losses":[9],"and":[10,38,54,64,90,132],"damage.":[11],"A":[12],"system":[13],"to":[14,22,56,59,72,80,93,104,114],"provide":[15,57],"timely":[16],"information":[17,58,75],"is":[18,27,69],"required":[19],"in":[20],"order":[21],"help":[23],"reduce":[24],"losses.":[25],"Flooding":[26],"one":[28],"of":[29],"the":[30,65,105,116],"major":[31],"natural":[32],"requires":[35,87],"monitoring":[37],"detection":[39,44,110],"system.":[40],"The":[41,122],"traditional":[42],"flood":[43],"systems":[45],"use":[46,73],"remote":[47],"sensors":[48],"such":[49,76],"as":[50,77],"river":[51,107],"water":[52,108,117],"levels":[53],"rainfall":[55],"both":[60],"disaster":[61],"management":[62],"professionals":[63],"general":[66],"public.":[67],"There":[68],"an":[70,102],"attempt":[71],"visual":[74],"CCTV":[78],"cameras":[79],"detect":[81],"extreme":[82],"flooding":[83],"events;":[84],"however,":[85],"it":[86],"human":[88],"experts":[89],"consistent":[91],"attention":[92],"monitor":[94],"any":[95],"changes.":[96],"In":[97],"this":[98],"paper,":[99],"we":[100],"introduce":[101],"approach":[103],"automatic":[106],"level":[109,118],"using":[111,127,135],"deep":[112],"learning":[113],"determine":[115],"from":[119],"surveillance":[120],"cameras.":[121],"model":[123],"achieves":[124],"93%":[125],"accuracy":[126,134],"single":[129],"camera":[130,137],"location":[131],"83%":[133],"multiple":[136],"locations.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}