{"id":"https://openalex.org/W4405521954","doi":"https://doi.org/10.1109/ict-dm62768.2024.10798955","title":"SECA-Net: A Lightweight Spatial and Efficient Channel Attention for Enhanced Natural Disaster Recognition","display_name":"SECA-Net: A Lightweight Spatial and Efficient Channel Attention for Enhanced Natural Disaster Recognition","publication_year":2024,"publication_date":"2024-11-19","ids":{"openalex":"https://openalex.org/W4405521954","doi":"https://doi.org/10.1109/ict-dm62768.2024.10798955"},"language":"en","primary_location":{"id":"doi:10.1109/ict-dm62768.2024.10798955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm62768.2024.10798955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","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/A5072798900","display_name":"Skander Hamdi","orcid":"https://orcid.org/0000-0003-2344-5224"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Skander Hamdi","raw_affiliation_strings":["University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000194284","display_name":"Abdelouahab Moussaou\u0131","orcid":"https://orcid.org/0000-0003-3669-1264"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelouahab Moussaoui","raw_affiliation_strings":["University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111078275","display_name":"Mafaza Chabane","orcid":"https://orcid.org/0009-0009-5107-1494"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mafaza Chabane","raw_affiliation_strings":["University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049857304","display_name":"Ayoub Laouarem","orcid":"https://orcid.org/0009-0008-7030-4129"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ayoub Laouarem","raw_affiliation_strings":["University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027935187","display_name":"Mohamed Berrimi","orcid":"https://orcid.org/0000-0003-4678-5328"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Berrimi","raw_affiliation_strings":["University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University of Ferhat Abbes,Dept. of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068812101","display_name":"Mourad Oussalah","orcid":"https://orcid.org/0000-0002-4422-8723"},"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":"Mourad Oussalah","raw_affiliation_strings":["University of Oulu,Dept. of Computer Science,Oulu,Finland"],"affiliations":[{"raw_affiliation_string":"University of Oulu,Dept. of Computer Science,Oulu,Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072798900"],"corresponding_institution_ids":["https://openalex.org/I40193446"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21527314,"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":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.8493000268936157,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.8493000268936157,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.8476999998092651,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.7803999781608582,"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/computer-science","display_name":"Computer science","score":0.6019800305366516},{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.5794838070869446},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5478264689445496},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5055820941925049},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.382569819688797},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3773849308490753},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09517431259155273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6019800305366516},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.5794838070869446},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5478264689445496},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5055820941925049},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.382569819688797},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3773849308490753},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09517431259155273},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","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/ict-dm62768.2024.10798955","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm62768.2024.10798955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W3028011508","https://openalex.org/W3034552520","https://openalex.org/W6679434410","https://openalex.org/W6751043516","https://openalex.org/W6755207826","https://openalex.org/W6769732991","https://openalex.org/W6784333009","https://openalex.org/W6785850848","https://openalex.org/W6801824080","https://openalex.org/W6805061223","https://openalex.org/W6859585131","https://openalex.org/W6861192795"],"related_works":["https://openalex.org/W4283262748","https://openalex.org/W2111375262","https://openalex.org/W2317728013","https://openalex.org/W4252076617","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W4205303488","https://openalex.org/W2338537463","https://openalex.org/W2387944524"],"abstract_inverted_index":{"Disaster":[0],"management":[1],"and":[2,7,72,102],"detection":[3],"from":[4],"satellite":[5],"imagery":[6],"different":[8],"sources":[9],"are":[10],"crucial":[11],"yet":[12],"challenging":[13,106],"tasks.":[14],"In":[15],"this":[16],"work,":[17],"we":[18],"introduce":[19],"SECA-Net,":[20],"a":[21,33,46,52,92],"compact":[22],"deep":[23],"learning":[24],"architecture":[25],"designed":[26],"to":[27,41],"enhance":[28],"disaster":[29,57,97],"image":[30],"classification.":[31],"Employing":[32],"cascade":[34],"attention":[35],"mechanism,":[36],"SECA-Net":[37,69],"refines":[38],"feature":[39],"maps":[40],"improve":[42],"accuracy":[43,48],"significantly,":[44],"achieving":[45],"validation":[47],"of":[49,66,86],"93.45%":[50],"on":[51],"diverse":[53],"dataset":[54],"covering":[55],"four":[56],"categories,":[58],"surpassing":[59],"traditional":[60],"models.":[61],"Despite":[62],"its":[63],"lightweight":[64],"size":[65],"24":[67],"MB,":[68],"is":[70],"robust":[71],"generalizable":[73],"across":[74],"various":[75],"environments,":[76],"making":[77],"it":[78],"ideal":[79],"for":[80,95],"use":[81],"in":[82,105],"resource-constrained":[83],"settings":[84],"typical":[85],"disaster-affected":[87],"areas.":[88],"This":[89],"model":[90],"offers":[91],"promising":[93],"solution":[94],"effective":[96],"response,":[98],"combining":[99],"efficiency,":[100],"accuracy,":[101],"practical":[103],"applicability":[104],"real-world":[107],"scenarios.":[108]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}