{"id":"https://openalex.org/W4389080925","doi":"https://doi.org/10.3233/jifs-233292","title":"Aedes Aegypti larvae detection and tracking in turbid videos by semantic segmentation using deep learning","display_name":"Aedes Aegypti larvae detection and tracking in turbid videos by semantic segmentation using deep learning","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389080925","doi":"https://doi.org/10.3233/jifs-233292"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-233292","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-233292","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs233292?id=journal-of-intelligent-and-fuzzy-systems%2Fifs233292","source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs233292?id=journal-of-intelligent-and-fuzzy-systems%2Fifs233292","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079814381","display_name":"Muhammad Abdullah Sandhu","orcid":null},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Abdullah Sandhu","raw_affiliation_strings":["Department of Information and Communication Engineering, The Islamia University, Bahawalpur, Punjab, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, The Islamia University, Bahawalpur, Punjab, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000256193","display_name":"Asjad Amin","orcid":"https://orcid.org/0000-0001-5912-9966"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Asjad Amin","raw_affiliation_strings":["Department of Information and Communication Engineering, The Islamia University, Bahawalpur, Punjab, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, The Islamia University, Bahawalpur, Punjab, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062453491","display_name":"Sana Tariq","orcid":"https://orcid.org/0000-0001-7437-5794"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sana Tariq","raw_affiliation_strings":["Department of Information and Communication Engineering, The Islamia University, Bahawalpur, Punjab, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, The Islamia University, Bahawalpur, Punjab, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077477865","display_name":"Shafaq Mehmood","orcid":null},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shafaq Mehmood","raw_affiliation_strings":["Department of Information and Communication Engineering, The Islamia University, Bahawalpur, Punjab, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, The Islamia University, Bahawalpur, Punjab, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079814381"],"corresponding_institution_ids":["https://openalex.org/I174731842"],"apc_list":null,"apc_paid":null,"fwci":0.2776,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64279636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"46","issue":"1","first_page":"2009","last_page":"2021"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14053","display_name":"Dengue and Mosquito Control Research","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12047","display_name":"Viral Infections and Vectors","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dengue-fever","display_name":"Dengue fever","score":0.7990654110908508},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7437047958374023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7141760587692261},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6652343273162842},{"id":"https://openalex.org/keywords/aedes-aegypti","display_name":"Aedes aegypti","score":0.5584934949874878},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5487372279167175},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5035492777824402},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4796588718891144},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3533802628517151},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33217859268188477},{"id":"https://openalex.org/keywords/larva","display_name":"Larva","score":0.2867770791053772},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21056756377220154},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09267109632492065},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.07684960961341858}],"concepts":[{"id":"https://openalex.org/C533803919","wikidata":"https://www.wikidata.org/wiki/Q30953","display_name":"Dengue fever","level":2,"score":0.7990654110908508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7437047958374023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7141760587692261},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6652343273162842},{"id":"https://openalex.org/C2777775583","wikidata":"https://www.wikidata.org/wiki/Q1148004","display_name":"Aedes aegypti","level":3,"score":0.5584934949874878},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5487372279167175},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5035492777824402},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4796588718891144},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3533802628517151},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33217859268188477},{"id":"https://openalex.org/C173758957","wikidata":"https://www.wikidata.org/wiki/Q129270","display_name":"Larva","level":2,"score":0.2867770791053772},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21056756377220154},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09267109632492065},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.07684960961341858},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-233292","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-233292","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs233292?id=journal-of-intelligent-and-fuzzy-systems%2Fifs233292","source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3233/jifs-233292","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-233292","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs233292?id=journal-of-intelligent-and-fuzzy-systems%2Fifs233292","source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389080925.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W2053547574","https://openalex.org/W2126789944","https://openalex.org/W2131222241","https://openalex.org/W2139381543","https://openalex.org/W2277011713","https://openalex.org/W2286206973","https://openalex.org/W2344669114","https://openalex.org/W2509680863","https://openalex.org/W2556457514","https://openalex.org/W2561485601","https://openalex.org/W2890747436","https://openalex.org/W2910639395","https://openalex.org/W2937432695","https://openalex.org/W3001283548","https://openalex.org/W3007093918","https://openalex.org/W3008297566","https://openalex.org/W3011300590","https://openalex.org/W3018169007","https://openalex.org/W3118545455","https://openalex.org/W3129798121","https://openalex.org/W3131457191","https://openalex.org/W3160447895","https://openalex.org/W3199846641","https://openalex.org/W4206573688","https://openalex.org/W4220738217","https://openalex.org/W4220754310","https://openalex.org/W4234200719","https://openalex.org/W4246059507","https://openalex.org/W4287183752","https://openalex.org/W4296285670","https://openalex.org/W4310232834","https://openalex.org/W4317840365","https://openalex.org/W6680793672","https://openalex.org/W6725730301","https://openalex.org/W6729709573","https://openalex.org/W6758240700","https://openalex.org/W6760534902","https://openalex.org/W6809480579","https://openalex.org/W6827142955","https://openalex.org/W6904495674"],"related_works":["https://openalex.org/W2068304598","https://openalex.org/W4381663654","https://openalex.org/W2277519656","https://openalex.org/W2807168341","https://openalex.org/W2725116932","https://openalex.org/W1965818759","https://openalex.org/W2560223662","https://openalex.org/W2003258360","https://openalex.org/W2155365093","https://openalex.org/W4315434538"],"abstract_inverted_index":{"Dengue":[0],"mosquitoes":[1,20],"are":[2,26],"the":[3,38,44,48,88,94,124,135,151,158,175,180],"only":[4],"reason":[5],"for":[6,71,163],"dengue":[7,19,41,49,78,102],"fever.":[8,42],"To":[9,58],"effectively":[10],"combat":[11],"this":[12,60],"disease,":[13],"it":[14],"is":[15,51],"important":[16,53],"to":[17,36,74,92,129,140,146],"eliminate":[18],"and":[21,76,118,142,167,195],"their":[22],"larvae.":[23,79],"However,":[24],"there":[25,99],"currently":[27],"very":[28],"few":[29],"computer-aided":[30],"models":[31],"available":[32],"in":[33,54],"scientific":[34],"literature":[35],"prevent":[37],"spread":[39],"of":[40,47,173],"Detecting":[43],"larvae":[45,103],"stage":[46],"mosquito":[50],"particularly":[52],"controlling":[55],"its":[56],"population.":[57],"address":[59],"issue,":[61],"we":[62,106],"propose":[63],"an":[64],"automated":[65],"method":[66],"that":[67,123,157,179],"utilizes":[68],"deep":[69],"learning":[70],"semantic":[72,89],"segmentation":[73],"detect":[75],"track":[77],"Our":[80],"approach":[81,86],"incorporates":[82],"a":[83,184,191],"contrast":[84],"enhancement":[85],"into":[87],"neural":[90],"network":[91],"make":[93],"detection":[95,166],"more":[96],"accurate.":[97],"As":[98],"was":[100],"no":[101],"dataset":[104,110],"available,":[105],"develop":[107],"our":[108],"own":[109],"having":[111],"50":[112],"short":[113],"videos":[114],"with":[115],"different":[116],"backgrounds":[117],"textures.":[119],"The":[120,154,169],"results":[121,155],"show":[122,156],"proposed":[125,159,181],"model":[126,160,182],"achieves":[127,138,144,183,190],"up":[128,139,145],"79%":[130],"F-measure":[131,148,171,186,198],"score.":[132,199],"In":[133],"comparison,":[134],"DeepLabV3,":[136],"Resnet":[137,193],"77%,":[141],"Segnet":[143,196],"76%":[147],"score":[149,172,187],"on":[150],"tested":[152],"frames.":[153],"performs":[161],"well":[162],"small":[164],"object":[165],"segmentation.":[168],"average":[170],"all":[174],"frames":[176],"also":[177],"indicates":[178],"76.72%":[185],"while":[188],"DeepLabV3":[189],"75.37%,":[192],"75.41%,":[194],"74.87%":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-10-10T00:00:00"}
