{"id":"https://openalex.org/W4404469428","doi":"https://doi.org/10.1109/access.2024.3502033","title":"Bio-Inspired Object Detection and Tracking in Aerial Images: Harnessing Northern Goshawk Optimization","display_name":"Bio-Inspired Object Detection and Tracking in Aerial Images: Harnessing Northern Goshawk Optimization","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404469428","doi":"https://doi.org/10.1109/access.2024.3502033"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3502033","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3502033","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3502033","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108973831","display_name":"Agnivesh Pandey","orcid":"https://orcid.org/0000-0002-7145-1146"},"institutions":[{"id":"https://openalex.org/I26285277","display_name":"Guru Ghasidas Vishwavidyalaya","ror":"https://ror.org/05bvxq496","country_code":"IN","type":"education","lineage":["https://openalex.org/I26285277"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Agnivesh Pandey","raw_affiliation_strings":["Department of Information Technology, SoS-Engineering and Technology, Guru Ghasidas Vishwavidyalaya, Bilaspur, Chhattisgarh, India","Department of Information Technology, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, (Chhattisgarh), India"],"raw_orcid":"https://orcid.org/0000-0002-7145-1146","affiliations":[{"raw_affiliation_string":"Department of Information Technology, SoS-Engineering and Technology, Guru Ghasidas Vishwavidyalaya, Bilaspur, Chhattisgarh, India","institution_ids":["https://openalex.org/I26285277"]},{"raw_affiliation_string":"Department of Information Technology, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, (Chhattisgarh), India","institution_ids":["https://openalex.org/I26285277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091782158","display_name":"Rohit Raja","orcid":"https://orcid.org/0000-0003-1195-497X"},"institutions":[{"id":"https://openalex.org/I26285277","display_name":"Guru Ghasidas Vishwavidyalaya","ror":"https://ror.org/05bvxq496","country_code":"IN","type":"education","lineage":["https://openalex.org/I26285277"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohit Raja","raw_affiliation_strings":["Department of Information Technology, SoS-Engineering and Technology, Guru Ghasidas Vishwavidyalaya, Bilaspur, Chhattisgarh, India","Department of Information Technology, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, (Chhattisgarh), India"],"raw_orcid":"https://orcid.org/0000-0003-1195-497X","affiliations":[{"raw_affiliation_string":"Department of Information Technology, SoS-Engineering and Technology, Guru Ghasidas Vishwavidyalaya, Bilaspur, Chhattisgarh, India","institution_ids":["https://openalex.org/I26285277"]},{"raw_affiliation_string":"Department of Information Technology, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur, (Chhattisgarh), India","institution_ids":["https://openalex.org/I26285277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101762168","display_name":"Sumit Srivastava","orcid":"https://orcid.org/0009-0003-6880-2958"},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumit Srivastava","raw_affiliation_strings":["Birla Institute of Technology, Mesra, Ranchi, Jharkhand, India"],"raw_orcid":"https://orcid.org/0009-0003-6880-2958","affiliations":[{"raw_affiliation_string":"Birla Institute of Technology, Mesra, Ranchi, Jharkhand, India","institution_ids":["https://openalex.org/I115715567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003610935","display_name":"Krishna Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Krishna Kumar","raw_affiliation_strings":["Department of Water Resources Engineering, Centre for Advanced Middle Eastern Studies, Lund University, Lund, Sweden","Department of Water Resources Engineering and Centre for Advanced Middle Eastern Studies, Lund University, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Water Resources Engineering, Centre for Advanced Middle Eastern Studies, Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"Department of Water Resources Engineering and Centre for Advanced Middle Eastern Studies, Lund University, Sweden","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013381682","display_name":"Manoj Gupta","orcid":"https://orcid.org/0000-0002-4274-4927"},"institutions":[{"id":"https://openalex.org/I26285277","display_name":"Guru Ghasidas Vishwavidyalaya","ror":"https://ror.org/05bvxq496","country_code":"IN","type":"education","lineage":["https://openalex.org/I26285277"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manoj Gupta","raw_affiliation_strings":["Department of Electrical Engineering, SoS-Engineering and Technology, Guru Ghasidas Vishwavidyalaya, Bilaspur, Chhattisgarh, India","Department of Electrical Engineering, SoS-Engineering &#x0026; Technology, Guru Ghasidas Vishwavidyalaya, Bilaspur, (Chhattisgarh), India"],"raw_orcid":"https://orcid.org/0000-0002-4274-4927","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, SoS-Engineering and Technology, Guru Ghasidas Vishwavidyalaya, Bilaspur, Chhattisgarh, India","institution_ids":["https://openalex.org/I26285277"]},{"raw_affiliation_string":"Department of Electrical Engineering, SoS-Engineering &#x0026; Technology, Guru Ghasidas Vishwavidyalaya, Bilaspur, (Chhattisgarh), India","institution_ids":["https://openalex.org/I26285277"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chanyanan Somthawinpongsai","orcid":null},"institutions":[{"id":"https://openalex.org/I181635417","display_name":"Shinawatra University","ror":"https://ror.org/02sr8jt85","country_code":"TH","type":"education","lineage":["https://openalex.org/I181635417"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Chanyanan Somthawinpongsai","raw_affiliation_strings":["Digital Arts Department, Faculty of Liberal Arts, Shinawatra University, Pathum Thani, Thailand","Shinawatra University (Metharath University), Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Arts Department, Faculty of Liberal Arts, Shinawatra University, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I181635417"]},{"raw_affiliation_string":"Shinawatra University (Metharath University), Pathum Thani, Thailand","institution_ids":["https://openalex.org/I181635417"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089916394","display_name":"Aziz Nanthaamornphong","orcid":"https://orcid.org/0000-0002-1618-6001"},"institutions":[{"id":"https://openalex.org/I131868736","display_name":"Prince of Songkla University","ror":"https://ror.org/0575ycz84","country_code":"TH","type":"education","lineage":["https://openalex.org/I131868736"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Aziz Nanthaamornphong","raw_affiliation_strings":["College of Computing, Prince of Songkla University, Phuket, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-1618-6001","affiliations":[{"raw_affiliation_string":"College of Computing, Prince of Songkla University, Phuket, Thailand","institution_ids":["https://openalex.org/I131868736"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5108973831"],"corresponding_institution_ids":["https://openalex.org/I26285277"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.1179,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83822972,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"174028","last_page":"174040"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.3765000104904175,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.3765000104904175,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.36980000138282776,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.3188000023365021,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6602988243103027},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6512695550918579},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.624610424041748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5663754940032959},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5646942257881165},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5022573471069336},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4980034828186035},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3222276568412781},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2940090596675873},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09116455912590027}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6602988243103027},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6512695550918579},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.624610424041748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5663754940032959},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5646942257881165},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5022573471069336},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4980034828186035},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3222276568412781},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2940090596675873},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09116455912590027},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2024.3502033","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3502033","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c3e7f6547de342eba3c53f2754b0ad2d","is_oa":true,"landing_page_url":"https://doaj.org/article/c3e7f6547de342eba3c53f2754b0ad2d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 174028-174040 (2024)","raw_type":"article"},{"id":"pmh:oai:lup.lub.lu.se:a43f372d-42a3-45eb-9ca3-f2eaf3542090","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/a43f372d-42a3-45eb-9ca3-f2eaf3542090","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 2169-3536","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3502033","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3502033","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2105934661","https://openalex.org/W2159200777","https://openalex.org/W2549139847","https://openalex.org/W2811086592","https://openalex.org/W2894081147","https://openalex.org/W2963073614","https://openalex.org/W3112264198","https://openalex.org/W3170538457","https://openalex.org/W3199979474","https://openalex.org/W4206385874","https://openalex.org/W4223427857","https://openalex.org/W4283119810","https://openalex.org/W4286697184","https://openalex.org/W4313573052","https://openalex.org/W4319601575","https://openalex.org/W4384036805","https://openalex.org/W4387251877","https://openalex.org/W4388083578","https://openalex.org/W4388937483","https://openalex.org/W4390428011","https://openalex.org/W4390495503","https://openalex.org/W4390970236","https://openalex.org/W4392914572","https://openalex.org/W6714243528","https://openalex.org/W6762718338","https://openalex.org/W7067777708"],"related_works":["https://openalex.org/W4389065903","https://openalex.org/W2158788032","https://openalex.org/W2385949326","https://openalex.org/W2623195638","https://openalex.org/W1966005655","https://openalex.org/W3135795035","https://openalex.org/W2789220062","https://openalex.org/W2811496562","https://openalex.org/W2094665863","https://openalex.org/W2071984725"],"abstract_inverted_index":{"This":[0],"study":[1,122],"presents":[2],"a":[3,15],"novel":[4],"approach":[5],"for":[6,90,95],"object":[7,76],"detection":[8,52,77],"and":[9,29,36,53,78,92,111,118,135],"tracking":[10,54,79,91],"in":[11,38,44,58],"aerial":[12,129],"images":[13],"using":[14,128],"multi-scale":[16],"Northern":[17,86,101],"Goshawk":[18,87,102],"Pyramid":[19],"Generative":[20],"Adversarial":[21],"Network":[22],"(NGPGAN).":[23],"The":[24,71,121],"research":[25],"evaluates":[26,123],"different":[27],"algorithms":[28],"features":[30],"to":[31,106,138],"identify":[32],"people,":[33],"trees,":[34],"cars,":[35],"buildings":[37],"real-world":[39],"drone":[40,130],"videos,":[41],"addressing":[42],"challenges":[43],"pinpointing":[45],"specific":[46],"objects":[47],"among":[48],"multiple":[49],"entities.":[50],"Object":[51],"are":[55],"crucial":[56],"tasks":[57],"various":[59],"industries,":[60],"prompting":[61],"increased":[62],"exploration":[63],"of":[64],"machine":[65],"learning,":[66],"particularly":[67],"deep":[68],"learning":[69],"techniques.":[70],"proposed":[72,125],"NGPGAN":[73,94],"model":[74],"integrates":[75],"stages,":[80],"leveraging":[81],"the":[82,108,124],"Kalman":[83],"filter":[84],"with":[85],"Optimization":[88,103],"(NGO)":[89],"employing":[93],"detection.":[96],"To":[97],"enhance":[98],"training":[99],"stability,":[100],"is":[104],"utilized":[105],"optimize":[107],"generator\u2019s":[109],"cost":[110],"loss":[112],"functions,":[113],"mitigating":[114],"issues":[115],"like":[116],"non-convergence":[117],"mode":[119],"collapse.":[120],"architecture\u2019s":[126],"performance":[127],"data,":[131],"focusing":[132],"on":[133],"efficiency":[134],"accuracy":[136],"compared":[137],"existing":[139],"methods.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
