{"id":"https://openalex.org/W4412567210","doi":"https://doi.org/10.1109/jstars.2025.3591692","title":"CWCM-Net: A Novel Feature Fusion Method for Oil Spill Detection Using Single- and Quad-Polarization SAR Data","display_name":"CWCM-Net: A Novel Feature Fusion Method for Oil Spill Detection Using Single- and Quad-Polarization SAR Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412567210","doi":"https://doi.org/10.1109/jstars.2025.3591692"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3591692","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3591692","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","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/jstars.2025.3591692","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107012934","display_name":"Sohail Jamal","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sohail Jamal","raw_affiliation_strings":["School of Information Science and Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-3469-0273","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034961228","display_name":"Guangmin Sun","orcid":"https://orcid.org/0000-0001-5332-5456"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangmin Sun","raw_affiliation_strings":["School of Information Science and Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5332-5456","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100711787","display_name":"Yu Li","orcid":"https://orcid.org/0000-0002-5693-5353"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Li","raw_affiliation_strings":["School of Information Science and Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5693-5353","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102026499","display_name":"Abdul Qadir Khan","orcid":"https://orcid.org/0009-0002-4037-2071"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Abdul Qadir Khan","raw_affiliation_strings":["School of Information Science and Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-4037-2071","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080257789","display_name":"Yuanzhi Zhang","orcid":"https://orcid.org/0000-0001-6083-2544"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanzhi Zhang","raw_affiliation_strings":["School of Marine Science, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093096986","display_name":"Anna Verlanti","orcid":"https://orcid.org/0009-0009-0571-3230"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anna Verlanti","raw_affiliation_strings":["Department of Engineering, University of Naples Parthenope, Naples, Italy"],"raw_orcid":"https://orcid.org/0009-0009-0571-3230","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Naples Parthenope, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091614643","display_name":"Ferdinando Nunziata","orcid":"https://orcid.org/0000-0003-4567-0377"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ferdinando Nunziata","raw_affiliation_strings":["Department of Information Engineering, Electronic and Telecommunication, Sapienza University of Rome, Rome, Italy","Department of Electronic and Telecommunication Engineering, Sapienza University of Rome, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4567-0377","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronic and Telecommunication, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Electronic and Telecommunication Engineering, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.9347,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71469413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"18","issue":null,"first_page":"19115","last_page":"19128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9988999962806702,"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":0.9988999962806702,"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/T10995","display_name":"Methane Hydrates and Related Phenomena","score":0.9376999735832214,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/oil-spill","display_name":"Oil spill","score":0.6636797785758972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6510334014892578},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5920155644416809},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5599798560142517},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5522381067276001},{"id":"https://openalex.org/keywords/polarization","display_name":"Polarization (electrochemistry)","score":0.5105453729629517},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5055725574493408},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5002353191375732},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4378758668899536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40270543098449707},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38609007000923157},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15438783168792725},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.1284526288509369}],"concepts":[{"id":"https://openalex.org/C2985668151","wikidata":"https://www.wikidata.org/wiki/Q220187","display_name":"Oil spill","level":2,"score":0.6636797785758972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6510334014892578},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5920155644416809},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5599798560142517},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5522381067276001},{"id":"https://openalex.org/C205049153","wikidata":"https://www.wikidata.org/wiki/Q2698605","display_name":"Polarization (electrochemistry)","level":2,"score":0.5105453729629517},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5055725574493408},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5002353191375732},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4378758668899536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40270543098449707},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38609007000923157},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15438783168792725},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.1284526288509369},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jstars.2025.3591692","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3591692","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:63a998a5bc764964ba27a50f6a099c4f","is_oa":true,"landing_page_url":"https://doaj.org/article/63a998a5bc764964ba27a50f6a099c4f","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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 19115-19128 (2025)","raw_type":"article"},{"id":"pmh:oai:ricerca.uniparthenope.it:11367/159358","is_oa":false,"landing_page_url":"https://hdl.handle.net/11367/159358","pdf_url":null,"source":{"id":"https://openalex.org/S4377196432","display_name":"CINECA IRIS Institutial research information system (Parthenope University of Naples)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183638586","host_organization_name":"Parthenope University of Naples","host_organization_lineage":["https://openalex.org/I183638586"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3591692","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3591692","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W385663865","https://openalex.org/W1536609381","https://openalex.org/W1546278473","https://openalex.org/W1964789258","https://openalex.org/W1985226606","https://openalex.org/W2000175358","https://openalex.org/W2031481546","https://openalex.org/W2045400960","https://openalex.org/W2108395474","https://openalex.org/W2141710657","https://openalex.org/W2343806180","https://openalex.org/W2512490041","https://openalex.org/W2531409750","https://openalex.org/W2533734199","https://openalex.org/W2587991374","https://openalex.org/W2744110496","https://openalex.org/W2755842546","https://openalex.org/W2793873171","https://openalex.org/W2866566198","https://openalex.org/W2891904611","https://openalex.org/W2919115771","https://openalex.org/W2963125010","https://openalex.org/W2964310721","https://openalex.org/W2965881028","https://openalex.org/W3011243485","https://openalex.org/W3041608560","https://openalex.org/W3101447120","https://openalex.org/W3121839023","https://openalex.org/W3157857063","https://openalex.org/W3157906900","https://openalex.org/W3158521717","https://openalex.org/W3177267144","https://openalex.org/W3211354896","https://openalex.org/W4224926139","https://openalex.org/W4226125618","https://openalex.org/W4287148292","https://openalex.org/W4293057170","https://openalex.org/W4322743884","https://openalex.org/W4360846203","https://openalex.org/W4362519254","https://openalex.org/W4386275778","https://openalex.org/W4390583234","https://openalex.org/W4392902490","https://openalex.org/W4394842388","https://openalex.org/W4398155232","https://openalex.org/W4406311328","https://openalex.org/W4407903692","https://openalex.org/W6838904196","https://openalex.org/W6874709648"],"related_works":["https://openalex.org/W1608282063","https://openalex.org/W2020830008","https://openalex.org/W2380932782","https://openalex.org/W3120256740","https://openalex.org/W2387766235","https://openalex.org/W2003464559","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2152662039"],"abstract_inverted_index":{"This":[0],"study":[1],"proposes":[2],"a":[3,66,95,105],"feature-fusion":[4,90],"framework":[5,46],"that":[6,81],"jointly":[7],"takes":[8],"advantage":[9],"of":[10,23,70,121,133,143],"single-polarization":[11],"(SP)":[12],"and":[13,27,38,102,111,139],"quad-polarization":[14],"(QP)":[15],"synthetic-aperture":[16],"radar":[17],"(SAR)":[18],"imagery":[19],"for":[20,148],"reliable":[21],"detection":[22],"marine":[24],"oil":[25,151],"spills":[26],"distinguishing":[28],"it":[29],"from":[30],"look-alike":[31],"phenomena.":[32],"By":[33],"blending":[34],"complementary":[35],"polarimetric":[36],"properties":[37],"textural":[39],"cues":[40],"at":[41],"the":[42,45,56,59,77,89,109,131,134,140,144],"feature":[43,136],"level,":[44],"markedly":[47],"reduces":[48],"false-alarm":[49],"rates.":[50],"To":[51],"facilitate":[52],"fair,":[53],"comparable":[54],"assessments,":[55],"work":[57],"introduces":[58],"Quad-Polarization":[60],"Oil":[61],"Spill":[62],"Detection":[63],"(QPOSD)":[64],"dataset,":[65],"fully":[67],"annotated":[68],"suite":[69],"QP":[71,85,112],"SAR":[72],"scenes,":[73],"this":[74],"also":[75],"alleviates":[76],"scene":[78],"selection":[79],"bias":[80],"has":[82],"long":[83],"constrained":[84],"investigations.":[86],"For":[87],"demonstration,":[88],"method":[91],"is":[92],"instantiated":[93],"with":[94],"lightweight":[96],"channel-wise":[97],"concatenated":[98],"multilayer":[99],"network":[100],"(CWCM-Net)":[101],"trained":[103],"in":[104],"parallel":[106],"way":[107],"on":[108],"SP":[110],"data.":[113],"The":[114],"resulting":[115],"model":[116],"achieves":[117],"an":[118],"overall":[119],"accuracy":[120],"<bold":[122],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[123],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">99.02%</b>":[124],"while":[125],"substantially":[126],"reducing":[127],"false":[128],"positives,":[129],"underscoring":[130],"effectiveness":[132],"proposed":[135],"fusion":[137],"approach":[138],"practical":[141],"value":[142],"new":[145],"QPOSD":[146],"dataset":[147],"large-scale,":[149],"operational":[150],"spill":[152],"monitoring.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
