{"id":"https://openalex.org/W3159986169","doi":"https://doi.org/10.17762/turcomat.v12i7.2952","title":"Applicability Analysis Of VGGNET Based Transfer Learning For Oil Spill Classification On SAR Data","display_name":"Applicability Analysis Of VGGNET Based Transfer Learning For Oil Spill Classification On SAR Data","publication_year":2021,"publication_date":"2021-04-19","ids":{"openalex":"https://openalex.org/W3159986169","doi":"https://doi.org/10.17762/turcomat.v12i7.2952","mag":"3159986169"},"language":"en","primary_location":{"id":"mag:3159986169","doi":"https://doi.org/10.17762/turcomat.v12i7.2952","is_oa":true,"landing_page_url":"https://turcomat.org/index.php/turkbilmat/article/view/2952","pdf_url":null,"source":{"id":"https://openalex.org/S4306533463","display_name":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","issn_l":"3048-4855","issn":["3048-4855"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://turcomat.org/index.php/turkbilmat/article/view/2952","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076064871","display_name":"Naishadh Mehta","orcid":"https://orcid.org/0000-0002-4299-7860","observed_orcids":["https://orcid.org/0000-0002-4299-7860"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Naishadh Mehta","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4299-7860","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5076064871"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0621,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.2687747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"12","issue":"7","first_page":"1489","last_page":"1494"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.0007999999797903001,"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/oil-spill-detection","display_name":"oil spill detection","score":0.9800000190734863},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"synthetic aperture radar","score":0.8100000023841858},{"id":"https://openalex.org/keywords/polarimetric-sar","display_name":"polarimetric SAR","score":0.8650000095367432},{"id":"https://openalex.org/keywords/vgg","display_name":"VGG","score":0.7770000100135803},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":1.0},{"id":"https://openalex.org/keywords/marine-pollution-monitoring","display_name":"marine pollution monitoring","score":0.7279999852180481},{"id":"https://openalex.org/keywords/sar-image-classification","display_name":"SAR image classification","score":0.6499999761581421},{"id":"https://openalex.org/keywords/polarimetric-decomposition","display_name":"polarimetric decomposition","score":0.7229999899864197}],"concepts":[{"id":"https://openalex.org/C2985668151","wikidata":"https://www.wikidata.org/wiki/Q220187","display_name":"Oil spill","level":2,"score":0.6823903918266296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5808336734771729},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.46335840225219727},{"id":"https://openalex.org/C2780492012","wikidata":"https://www.wikidata.org/wiki/Q1058325","display_name":"Marine pollution","level":3,"score":0.4457031786441803},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.436554491519928},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3719128966331482},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20577490329742432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1833426058292389},{"id":"https://openalex.org/C521259446","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Pollution","level":2,"score":0.18317916989326477},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3159986169","doi":"https://doi.org/10.17762/turcomat.v12i7.2952","is_oa":true,"landing_page_url":"https://turcomat.org/index.php/turkbilmat/article/view/2952","pdf_url":null,"source":{"id":"https://openalex.org/S4306533463","display_name":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","issn_l":"3048-4855","issn":["3048-4855"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","raw_type":null}],"best_oa_location":{"id":"mag:3159986169","doi":"https://doi.org/10.17762/turcomat.v12i7.2952","is_oa":true,"landing_page_url":"https://turcomat.org/index.php/turkbilmat/article/view/2952","pdf_url":null,"source":{"id":"https://openalex.org/S4306533463","display_name":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","issn_l":"3048-4855","issn":["3048-4855"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Turkish Journal of Computer and Mathematics Education (TURCOMAT)","raw_type":null},"sustainable_development_goals":[{"score":0.5769000053405762,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2028000463","https://openalex.org/W2744110496","https://openalex.org/W2757455114"],"related_works":["https://openalex.org/W3210590445","https://openalex.org/W4404803776","https://openalex.org/W7115002606","https://openalex.org/W3012604956","https://openalex.org/W3037388752","https://openalex.org/W4327756839","https://openalex.org/W7204224704","https://openalex.org/W4404959662","https://openalex.org/W3025826703","https://openalex.org/W2150611888"],"abstract_inverted_index":{"Oil":[0],"Spill":[1],"detection":[2],"serves":[3],"a":[4],"significant":[5],"application":[6],"of":[7,15,72,75,82],"marine":[8,30],"pollution":[9],"monitoring.":[10],"Timely":[11],"rescue":[12],"in":[13,38],"case":[14],"ocean":[16,86],"oil":[17,83],"spills":[18],"due":[19],"to":[20,48],"accidents":[21],"or":[22],"vessel":[23],"discharges":[24],"is":[25,52,61],"very":[26],"important":[27],"for":[28,80],"the":[29,35,49,70],"ecosystem.":[31],"This":[32],"paper":[33,68],"discusses":[34,69],"experiment":[36],"done":[37,62],"this":[39],"line":[40],"using":[41],"VGGNet":[42,79],"based":[43,78],"transfer":[44,76],"learning.":[45],"The":[46,59,67],"input":[47],"proposed":[50],"system":[51],"decomposed":[53],"polarimetric":[54],"Synthetic":[55],"Aperture":[56],"Radar":[57],"data.":[58],"decomposition":[60],"through":[63],"ESA":[64],"PolSARpro":[65],"5.1.":[66],"analysis":[71],"empirical":[73],"study":[74],"learning":[77],"classification":[81],"spill":[84],"on":[85],"surface.":[87]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2021-05-24T00:00:00"}
