{"id":"https://openalex.org/W4392543844","doi":"https://doi.org/10.1109/jstars.2024.3374233","title":"HyCloudX: A Multibranch Hybrid Segmentation Network With Band Fusion for Cloud/Shadow","display_name":"HyCloudX: A Multibranch Hybrid Segmentation Network With Band Fusion for Cloud/Shadow","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392543844","doi":"https://doi.org/10.1109/jstars.2024.3374233"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3374233","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3374233","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10462159.pdf","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":null,"license_id":null,"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://ieeexplore.ieee.org/ielx7/4609443/4609444/10462159.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111105724","display_name":"Ziwei Hu","orcid":"https://orcid.org/0000-0001-9994-771X"},"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":true,"raw_author_name":"Ziwei Hu","raw_affiliation_strings":["Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079828880","display_name":"Liguo Weng","orcid":"https://orcid.org/0000-0003-3734-3114"},"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":"Liguo Weng","raw_affiliation_strings":["Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045380530","display_name":"Min Xia","orcid":"https://orcid.org/0000-0003-4681-9129"},"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":"Min Xia","raw_affiliation_strings":["Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048675276","display_name":"Kai Hu","orcid":"https://orcid.org/0000-0001-7181-9935"},"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":"Kai Hu","raw_affiliation_strings":["Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center on Atmospheric Environment and Equipment Technology, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058852174","display_name":"Haifeng Lin","orcid":"https://orcid.org/0000-0002-3835-6075"},"institutions":[{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Lin","raw_affiliation_strings":["College of Information Science and Technology, Nanjing Forestry University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Nanjing Forestry University, Nanjing, China","institution_ids":["https://openalex.org/I167027274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111105724"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":4.1574,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94402531,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"6762","last_page":"6778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9993000030517578,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9993000030517578,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9972000122070312,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6952719688415527},{"id":"https://openalex.org/keywords/shadow","display_name":"Shadow (psychology)","score":0.6937544345855713},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5795661211013794},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5783714056015015},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5212810039520264},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4529631435871124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4395405948162079},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4180907607078552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6952719688415527},{"id":"https://openalex.org/C117797892","wikidata":"https://www.wikidata.org/wiki/Q286363","display_name":"Shadow (psychology)","level":2,"score":0.6937544345855713},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5795661211013794},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5783714056015015},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5212810039520264},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4529631435871124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4395405948162079},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4180907607078552},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3374233","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3374233","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10462159.pdf","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":null,"license_id":null,"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:0a90dc1fdea942fba4ecdc64a64eff97","is_oa":true,"landing_page_url":"https://doaj.org/article/0a90dc1fdea942fba4ecdc64a64eff97","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 6762-6778 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3374233","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3374233","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10462159.pdf","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":null,"license_id":null,"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/G7717822188","display_name":null,"funder_award_id":"42075130","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392543844.pdf","grobid_xml":"https://content.openalex.org/works/W4392543844.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2008840310","https://openalex.org/W2067191022","https://openalex.org/W2104125540","https://openalex.org/W2112796928","https://openalex.org/W2138268200","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2560023338","https://openalex.org/W2618530766","https://openalex.org/W2630837129","https://openalex.org/W2735039185","https://openalex.org/W2787091153","https://openalex.org/W2799213142","https://openalex.org/W2810069315","https://openalex.org/W2916798096","https://openalex.org/W2955058313","https://openalex.org/W2963163009","https://openalex.org/W2963881378","https://openalex.org/W2983717970","https://openalex.org/W2997225633","https://openalex.org/W3094502228","https://openalex.org/W3105636206","https://openalex.org/W3109301572","https://openalex.org/W3112503277","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3170841864","https://openalex.org/W3196904463","https://openalex.org/W3200189320","https://openalex.org/W3200526086","https://openalex.org/W3214385370","https://openalex.org/W4206043501","https://openalex.org/W4214493665","https://openalex.org/W4281763314","https://openalex.org/W4285307646","https://openalex.org/W4293406525","https://openalex.org/W4312119695","https://openalex.org/W4312977443","https://openalex.org/W4321232185","https://openalex.org/W4324067486","https://openalex.org/W4327970423","https://openalex.org/W4353077760","https://openalex.org/W4381252184","https://openalex.org/W4384304537","https://openalex.org/W4385245566","https://openalex.org/W4385795827","https://openalex.org/W4387457899","https://openalex.org/W4388685310","https://openalex.org/W4390272957","https://openalex.org/W4390284997","https://openalex.org/W4391582680","https://openalex.org/W6637373629","https://openalex.org/W6717372056","https://openalex.org/W6739696289","https://openalex.org/W6751733626","https://openalex.org/W6784333009","https://openalex.org/W6856691458","https://openalex.org/W6857839881"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2893218741","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1,121,175,216],"of":[2,19,108,124,133,141,143,152,186,224],"cloud":[3],"and":[4,13,22,28,33,47,56,74,101,111,127,147,188,196,218],"shadow":[5],"is":[6,61],"an":[7],"important":[8],"task":[9,38],"in":[10,64,77,96,106,129,150,165,221],"remote":[11],"sensing":[12],"atmospheric":[14,34],"science.":[15],"However,":[16],"the":[17,88,139,153,159,162,174,179,207,212,215,222],"complexity":[18],"cloud/shadow":[20],"shapes,":[21],"noise":[23,226],"disturbances":[24],"(such":[25],"as":[26,169],"snow":[27],"ice,":[29],"buildings,":[30],"complex":[31,78,225],"backgrounds,":[32],"optics)":[35],"make":[36],"this":[37],"challenging.":[39],"The":[40,80],"traditional":[41],"deep":[42],"network":[43,122,126,160,180,201,213],"has":[44],"good":[45],"details":[46],"generalization":[48],"due":[49],"to":[50,72,137,172],"its":[51],"local":[52,98],"feature":[53,145],"extraction":[54,146],"ability":[55],"spatial":[57,103],"invariance,":[58],"but":[59,91],"it":[60,92],"relatively":[62],"weak":[63],"dealing":[65],"with":[66],"global":[67],"context":[68],"information,":[69],"which":[70],"leads":[71],"misjudgment":[73],"missed":[75],"judgment":[76],"scenes.":[79],"Transformer":[81,128],"can":[82,181],"effectively":[83],"capture":[84],"long-distance":[85],"dependencies":[86],"through":[87],"self-attention":[89],"mechanism,":[90],"may":[93],"have":[94],"challenges":[95],"extracting":[97],"image":[99],"features":[100],"maintaining":[102],"consistency,":[104],"resulting":[105],"loss":[107],"detail":[109],"information":[110,164],"insufficient":[112,148],"generalization.":[113,190],"This":[114],"paper":[115],"proposes":[116],"a":[117,183],"hybrid":[118,155],"branch":[119,210],"semantic":[120],"composed":[123],"convolutional":[125],"parallel.":[130],"A":[131],"series":[132],"modules":[134],"are":[135],"designed":[136],"solve":[138],"problems":[140],"lack":[142],"multi-scale":[144],"fusion":[149,209],"some":[151],"Convolution-Transformer":[154],"networks.":[156],"In":[157],"particular,":[158],"utilizes":[161],"rich":[163],"auxiliary":[166],"bands":[167],"such":[168],"near-":[170],"infrared":[171],"improve":[173,189],"performance,":[176],"so":[177],"that":[178,199],"process":[182],"wider":[184],"range":[185],"data":[187],"Experimental":[191],"results":[192],"on":[193],"CloudSEN-12,":[194],"38-Cloud,":[195],"SPRCS-Val":[197],"show":[198],"our":[200],"outperforms":[202],"existing":[203],"methods.":[204],"After":[205],"introducing":[206],"band":[208],"(HyCloudX),":[211],"improves":[214],"performance":[217],"generalization,":[219],"especially":[220],"case":[223],"interference.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}