{"id":"https://openalex.org/W4415723741","doi":"https://doi.org/10.1007/978-3-032-03705-3_5","title":"Automated Fusarium Head Blight Detection Using a\u00a0ResNet18 Model on\u00a0High-Resolution Hyperspectral UAV Images","display_name":"Automated Fusarium Head Blight Detection Using a\u00a0ResNet18 Model on\u00a0High-Resolution Hyperspectral UAV Images","publication_year":2025,"publication_date":"2025-10-31","ids":{"openalex":"https://openalex.org/W4415723741","doi":"https://doi.org/10.1007/978-3-032-03705-3_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-03705-3_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-03705-3_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5003498834","display_name":"Daniel Chan","orcid":"https://orcid.org/0009-0009-3336-3610"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Derrick Adrian Chan","raw_affiliation_strings":["Academy of Computer Science and Software Engineering, University of Johannesburg, Cnr University Road and Kingsway Avenue, Auckland Park, Johannesburg, 2092, Gauteng, South Africa"],"affiliations":[{"raw_affiliation_string":"Academy of Computer Science and Software Engineering, University of Johannesburg, Cnr University Road and Kingsway Avenue, Auckland Park, Johannesburg, 2092, Gauteng, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081793269","display_name":"Hima Vadapalli","orcid":"https://orcid.org/0000-0001-9040-3601"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Hima Vadapalli","raw_affiliation_strings":["Academy of Computer Science and Software Engineering, University of Johannesburg, Cnr University Road and Kingsway Avenue, Auckland Park, Johannesburg, 2092, Gauteng, South Africa"],"affiliations":[{"raw_affiliation_string":"Academy of Computer Science and Software Engineering, University of Johannesburg, Cnr University Road and Kingsway Avenue, Auckland Park, Johannesburg, 2092, Gauteng, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068464834","display_name":"Dustin van der Haar","orcid":"https://orcid.org/0000-0002-5632-1220"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Dustin van der Haar","raw_affiliation_strings":["Academy of Computer Science and Software Engineering, University of Johannesburg, Cnr University Road and Kingsway Avenue, Auckland Park, Johannesburg, 2092, Gauteng, South Africa"],"affiliations":[{"raw_affiliation_string":"Academy of Computer Science and Software Engineering, University of Johannesburg, Cnr University Road and Kingsway Avenue, Auckland Park, Johannesburg, 2092, Gauteng, South Africa","institution_ids":["https://openalex.org/I24027795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003498834"],"corresponding_institution_ids":["https://openalex.org/I24027795"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51623456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"48","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.3571999967098236,"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":0.3571999967098236,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.33559998869895935,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.0794999971985817,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8156999945640564},{"id":"https://openalex.org/keywords/crop-management","display_name":"Crop management","score":0.5863999724388123},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.5263000130653381},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.47699999809265137},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.4731000065803528},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4081999957561493},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.37209999561309814},{"id":"https://openalex.org/keywords/blight","display_name":"Blight","score":0.36559998989105225}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8156999945640564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388000249862671},{"id":"https://openalex.org/C2988270110","wikidata":"https://www.wikidata.org/wiki/Q17080711","display_name":"Crop management","level":3,"score":0.5863999724388123},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.5263000130653381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5238999724388123},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.47699999809265137},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.4731000065803528},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4081999957561493},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.40400001406669617},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.37209999561309814},{"id":"https://openalex.org/C182076605","wikidata":"https://www.wikidata.org/wiki/Q4273292","display_name":"Blight","level":2,"score":0.36559998989105225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34290000796318054},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3368000090122223},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3321000039577484},{"id":"https://openalex.org/C2989409935","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Crop production","level":3,"score":0.33070001006126404},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.33059999346733093},{"id":"https://openalex.org/C2994553254","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural management","level":3,"score":0.3294000029563904},{"id":"https://openalex.org/C2778867309","wikidata":"https://www.wikidata.org/wiki/Q131672","display_name":"Fusarium","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C3018877446","wikidata":"https://www.wikidata.org/wiki/Q1421432","display_name":"Disease monitoring","level":3,"score":0.31200000643730164},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.27970001101493835},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2784000039100647},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.25380000472068787},{"id":"https://openalex.org/C88199923","wikidata":"https://www.wikidata.org/wiki/Q627371","display_name":"Food processing","level":2,"score":0.25270000100135803}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-03705-3_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-03705-3_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2300550957","https://openalex.org/W2570343428","https://openalex.org/W2954187519","https://openalex.org/W3108297739","https://openalex.org/W3136837184","https://openalex.org/W4286509619","https://openalex.org/W4310154428","https://openalex.org/W4367672741","https://openalex.org/W4404856817"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-31T00:00:00"}