{"id":"https://openalex.org/W4407692332","doi":"https://doi.org/10.1109/iceic64972.2025.10879690","title":"Integrated Noise Reduction and Signal Classification Model for Rescue Operations in Noisy Disaster Scenarios","display_name":"Integrated Noise Reduction and Signal Classification Model for Rescue Operations in Noisy Disaster Scenarios","publication_year":2025,"publication_date":"2025-01-19","ids":{"openalex":"https://openalex.org/W4407692332","doi":"https://doi.org/10.1109/iceic64972.2025.10879690"},"language":"en","primary_location":{"id":"doi:10.1109/iceic64972.2025.10879690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic64972.2025.10879690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Electronics, Information, and Communication (ICEIC)","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/A5083908231","display_name":"Joonhwi Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Joonhwi Kim","raw_affiliation_strings":["School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010579638","display_name":"Jungyu Choi","orcid":"https://orcid.org/0000-0002-3277-6634"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jungyu Choi","raw_affiliation_strings":["School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021777414","display_name":"J. W. Ju","orcid":"https://orcid.org/0000-0002-3072-3846"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongin Ju","raw_affiliation_strings":["School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021576300","display_name":"Seowoo Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seowoo Kim","raw_affiliation_strings":["School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I141371507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101525189","display_name":"Sungbin Im","orcid":"https://orcid.org/0000-0002-7284-1031"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungbin Im","raw_affiliation_strings":["School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Soongsil University,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I141371507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083908231"],"corresponding_institution_ids":["https://openalex.org/I141371507"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02648144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9352999925613403,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9352999925613403,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.7038793563842773},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6994922161102295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6671552658081055},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6224297285079956},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5664701461791992},{"id":"https://openalex.org/keywords/disaster-risk-reduction","display_name":"Disaster risk reduction","score":0.44936904311180115},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.42498940229415894},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33700278401374817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30386030673980713},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15972232818603516},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.15601205825805664},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07276704907417297},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.07156839966773987}],"concepts":[{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.7038793563842773},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6994922161102295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6671552658081055},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6224297285079956},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5664701461791992},{"id":"https://openalex.org/C2780750338","wikidata":"https://www.wikidata.org/wiki/Q5281359","display_name":"Disaster risk reduction","level":2,"score":0.44936904311180115},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.42498940229415894},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33700278401374817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30386030673980713},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15972232818603516},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.15601205825805664},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07276704907417297},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.07156839966773987},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic64972.2025.10879690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic64972.2025.10879690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.8399999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320327527","display_name":"Ministry of the Interior and Safety","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W107443397","https://openalex.org/W1130573204","https://openalex.org/W1510355813","https://openalex.org/W2148609665","https://openalex.org/W2778830079","https://openalex.org/W2799691585","https://openalex.org/W2979643204","https://openalex.org/W4247773548","https://openalex.org/W6751512325"],"related_works":["https://openalex.org/W1831757485","https://openalex.org/W2179398659","https://openalex.org/W3166303356","https://openalex.org/W4384072068","https://openalex.org/W2323637261","https://openalex.org/W4404632849","https://openalex.org/W4308823735","https://openalex.org/W4385545089","https://openalex.org/W2787240389","https://openalex.org/W4401575680"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"we":[3],"propose":[4],"a":[5,29,89,102,123],"deep":[6],"learning-based":[7],"noise":[8,31],"reduction":[9,32],"and":[10,17,34,44,80,99,130],"signal":[11,37],"classification":[12,38,45],"model":[13,27,33,39,76,96],"designed":[14],"to":[15,40,121,127],"detect":[16],"classify":[18],"victim":[19,47,55,115],"signals":[20,56],"in":[21,58,66,113,135],"noisy":[22,60,92],"disaster":[23,67,107,136],"environments.":[24],"The":[25,69],"proposed":[26,75],"combines":[28],"CNN-based":[30],"an":[35,81],"STFT-based":[36],"enable":[41],"real-time":[42],"detection":[43,132],"of":[46,54,83,91,133],"signals.":[48,116],"This":[49,117],"approach":[50],"allows":[51],"effective":[52],"extraction":[53],"even":[57],"various":[59],"conditions,":[61],"supporting":[62],"rapid":[63],"rescue":[64],"operations":[65],"situations.":[68,137],"experimental":[70],"results":[71],"show":[72],"that":[73,104],"the":[74,95,128],"achieved":[77],"87.87%":[78],"accuracy":[79],"Fl-score":[82],"0.8573,":[84],"demonstrating":[85],"high":[86],"performance":[87,112],"across":[88],"range":[90],"con-ditions.":[93],"Furthermore,":[94],"was":[97],"trained":[98],"evaluated":[100],"on":[101],"dataset":[103],"reflects":[105],"real":[106],"environments,":[108],"proving":[109],"its":[110],"excellent":[111],"detecting":[114],"study":[118],"is":[119],"expected":[120],"make":[122],"significant":[124],"technical":[125],"contribution":[126],"prompt":[129],"accurate":[131],"victims":[134]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}