{"id":"https://openalex.org/W4411725746","doi":"https://doi.org/10.1109/jstars.2025.3583849","title":"DFC-Net: Dual-Branch Collaborative Feature Enhancement for Cloud Detection in Remote Sensing Images","display_name":"DFC-Net: Dual-Branch Collaborative Feature Enhancement for Cloud Detection in Remote Sensing Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411725746","doi":"https://doi.org/10.1109/jstars.2025.3583849"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3583849","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3583849","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.2025.3583849","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100420300","display_name":"Zhou Wang","orcid":"https://orcid.org/0009-0004-0891-4445"},"institutions":[{"id":"https://openalex.org/I927504317","display_name":"Nanchang Hangkong University","ror":"https://ror.org/0369pvp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I927504317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanting Zhou","raw_affiliation_strings":["School of Information Engineering, Nanchang Hangkong University, Nanchang, China"],"raw_orcid":"https://orcid.org/0009-0004-0891-4445","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang Hangkong University, Nanchang, China","institution_ids":["https://openalex.org/I927504317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101024576","display_name":"Yan Mo","orcid":"https://orcid.org/0000-0003-1346-6216"},"institutions":[{"id":"https://openalex.org/I927504317","display_name":"Nanchang Hangkong University","ror":"https://ror.org/0369pvp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I927504317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Mo","raw_affiliation_strings":["School of Information Engineering, Nanchang Hangkong University, Nanchang, China","School of Information Engineering, Nanchang Hangkong University, Nanchang, Jiangxi, China"],"raw_orcid":"https://orcid.org/0000-0003-1346-6216","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang Hangkong University, Nanchang, China","institution_ids":["https://openalex.org/I927504317"]},{"raw_affiliation_string":"School of Information Engineering, Nanchang Hangkong University, Nanchang, Jiangxi, China","institution_ids":["https://openalex.org/I927504317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050358910","display_name":"Qiaofeng Ou","orcid":"https://orcid.org/0000-0002-2001-1474"},"institutions":[{"id":"https://openalex.org/I927504317","display_name":"Nanchang Hangkong University","ror":"https://ror.org/0369pvp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I927504317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaofeng Ou","raw_affiliation_strings":["School of Information Engineering, Nanchang Hangkong University, Nanchang, China","School of Information Engineering, Nanchang Hangkong University, Nanchang, Jiangxi, China"],"raw_orcid":"https://orcid.org/0000-0002-2001-1474","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang Hangkong University, Nanchang, China","institution_ids":["https://openalex.org/I927504317"]},{"raw_affiliation_string":"School of Information Engineering, Nanchang Hangkong University, Nanchang, Jiangxi, China","institution_ids":["https://openalex.org/I927504317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112475206","display_name":"Shaowei Bai","orcid":"https://orcid.org/0009-0000-3326-7551"},"institutions":[{"id":"https://openalex.org/I927504317","display_name":"Nanchang Hangkong University","ror":"https://ror.org/0369pvp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I927504317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaowei Bai","raw_affiliation_strings":["School of Information Engineering, Nanchang Hangkong University, Nanchang, China"],"raw_orcid":"https://orcid.org/0009-0000-3326-7551","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang Hangkong University, Nanchang, China","institution_ids":["https://openalex.org/I927504317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I927504317"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.2859,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88967695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"18","issue":null,"first_page":"16633","last_page":"16646"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7322273254394531},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6969720125198364},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.584851086139679},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.580945611000061},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5692740082740784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3937835693359375},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14390698075294495}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7322273254394531},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6969720125198364},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.584851086139679},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.580945611000061},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5692740082740784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3937835693359375},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14390698075294495},{"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/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3583849","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3583849","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:1a1aa276825341de8cf7184d1fedebc9","is_oa":true,"landing_page_url":"https://doaj.org/article/1a1aa276825341de8cf7184d1fedebc9","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 16633-16646 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3583849","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3583849","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":[{"id":"https://openalex.org/G7675111936","display_name":null,"funder_award_id":"62261038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":55,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2008347724","https://openalex.org/W2025745000","https://openalex.org/W2041054901","https://openalex.org/W2052257859","https://openalex.org/W2565639579","https://openalex.org/W2787091153","https://openalex.org/W2885850997","https://openalex.org/W2910101086","https://openalex.org/W2950314938","https://openalex.org/W2963091558","https://openalex.org/W2983717970","https://openalex.org/W3034502973","https://openalex.org/W3085139254","https://openalex.org/W3094502228","https://openalex.org/W3138516171","https://openalex.org/W3147951545","https://openalex.org/W3175515048","https://openalex.org/W3205916413","https://openalex.org/W3214385370","https://openalex.org/W4285307646","https://openalex.org/W4289752563","https://openalex.org/W4293499134","https://openalex.org/W4297775537","https://openalex.org/W4299802238","https://openalex.org/W4313558432","https://openalex.org/W4360584282","https://openalex.org/W4376609190","https://openalex.org/W4376851076","https://openalex.org/W4382657761","https://openalex.org/W4385245566","https://openalex.org/W4385338498","https://openalex.org/W4387829009","https://openalex.org/W4388407974","https://openalex.org/W4388469906","https://openalex.org/W4388636862","https://openalex.org/W4389170307","https://openalex.org/W4390357654","https://openalex.org/W4390968688","https://openalex.org/W4391528364","https://openalex.org/W4391563775","https://openalex.org/W4392904619","https://openalex.org/W4393380979","https://openalex.org/W4394733585","https://openalex.org/W4396242829","https://openalex.org/W4399970155","https://openalex.org/W4401843153","https://openalex.org/W4403410220","https://openalex.org/W4404700450","https://openalex.org/W6637373629","https://openalex.org/W6737664043","https://openalex.org/W6769955919","https://openalex.org/W6784333009"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"High-precision":[0],"cloud":[1,27,136,164,169],"detection":[2,31,170],"is":[3,80],"crucial":[4],"for":[5],"the":[6,23,30,59,72,75,93,107,114,127,132,141],"interpretation":[7],"of":[8,26,32,63,120,135],"remote":[9],"sensing":[10],"images.":[11],"Although":[12],"deep":[13],"learning-based":[14],"methods":[15,152],"have":[16],"achieved":[17],"remarkable":[18],"results,":[19],"challenges":[20],"remain":[21],"in":[22,153,163],"fine-grained":[24],"segmentation":[25,166],"boundaries":[28],"and":[29,55,67,101,143,157,167],"thin":[33,168],"clouds":[34],"over":[35],"complex":[36],"land":[37],"surfaces.":[38],"To":[39],"this":[40,42],"end,":[41],"paper":[43],"proposes":[44],"a":[45],"dual-branch":[46,60],"co-optimization":[47],"network":[48,73],"(DFC-Net),":[49],"which":[50,89,124],"achieves":[51,117],"cross-scale":[52],"feature":[53,87,95],"fusion":[54,110],"detail":[56,69],"enhancement":[57],"through":[58],"interaction":[61],"mechanism":[62],"global":[64,86,103],"context":[65],"modeling":[66],"local":[68],"sensing.":[70],"In":[71,105],"architecture,":[74],"Residual":[76],"Fusion":[77],"Module":[78],"(ResFM)":[79],"designed":[81],"to":[82,96,130],"construct":[83],"an":[84],"enhanced":[85],"pyramid,":[88],"then":[90],"fuses":[91],"with":[92],"decoder":[94],"mitigate":[97],"spatial":[98],"information":[99],"loss":[100],"strengthen":[102],"representation.":[104],"addition,":[106],"multilevel":[108],"jump-connection":[109],"strategy":[111],"adopted":[112],"at":[113],"decoding":[115],"end":[116],"efficient":[118],"integration":[119],"low-level":[121],"texture":[122],"features,":[123],"significantly":[125],"improves":[126],"model's":[128],"ability":[129],"characterize":[131],"fine":[133],"structure":[134],"boundaries.":[137],"Experimental":[138],"results":[139],"on":[140],"HRC_WHU":[142],"95-Cloud":[144],"datasets":[145],"show":[146],"that":[147],"DFC-Net":[148],"outperforms":[149],"existing":[150],"state-of-the-art":[151],"all":[154],"performance":[155,161],"metrics,":[156],"especially":[158],"exhibits":[159],"excellent":[160],"advantages":[162],"boundary":[165],"tasks.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}