{"id":"https://openalex.org/W4402264172","doi":"https://doi.org/10.1109/igarss53475.2024.10640450","title":"UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image Segmentation","display_name":"UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image Segmentation","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402264172","doi":"https://doi.org/10.1109/igarss53475.2024.10640450"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10640450","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10640450","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5039983089","display_name":"Yijie Li","orcid":"https://orcid.org/0009-0004-3636-9624"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Yijie Li","raw_affiliation_strings":["University College Dublin,School of Computer Science,Dublin,Ireland,D04V1W8"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Dublin,School of Computer Science,Dublin,Ireland,D04V1W8","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101836291","display_name":"Hewei Wang","orcid":"https://orcid.org/0000-0002-6952-0886"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Hewei Wang","raw_affiliation_strings":["University College Dublin,School of Computer Science,Dublin,Ireland,D04V1W8"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Dublin,School of Computer Science,Dublin,Ireland,D04V1W8","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083450478","display_name":"Shaofan Wang","orcid":"https://orcid.org/0000-0002-3045-624X"},"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":"Shaofan Wang","raw_affiliation_strings":["Beijing University of Technology,Faculty of Information Technology,Beijing,China,100124"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Technology,Faculty of Information Technology,Beijing,China,100124","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057695668","display_name":"Yee Hui Lee","orcid":"https://orcid.org/0000-0001-6452-9606"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yee Hui Lee","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051139581","display_name":"Muhammad Salman Pathan","orcid":"https://orcid.org/0000-0002-0210-3121"},"institutions":[{"id":"https://openalex.org/I157286207","display_name":"National University of Ireland, Maynooth","ror":"https://ror.org/048nfjm95","country_code":"IE","type":"education","lineage":["https://openalex.org/I157286207"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Muhammad Salman Pathan","raw_affiliation_strings":["Maynooth University,Innovation Value Institute,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maynooth University,Innovation Value Institute,Ireland","institution_ids":["https://openalex.org/I157286207"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011772990","display_name":"Soumyabrata Dev","orcid":"https://orcid.org/0000-0002-0153-1095"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Soumyabrata Dev","raw_affiliation_strings":["University College Dublin,School of Computer Science,Dublin,Ireland,D04V1W8"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Dublin,School of Computer Science,Dublin,Ireland,D04V1W8","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8923,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93457531,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"5553","last_page":"5557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9977999925613403,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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":0.9876000285148621,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8077608346939087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7072329521179199},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6908956170082092},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6372166872024536},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.6347237825393677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6053744554519653},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5040389895439148},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.49189257621765137},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4529914855957031},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09167063236236572},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08730986714363098},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07308101654052734}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8077608346939087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7072329521179199},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6908956170082092},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6372166872024536},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.6347237825393677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6053744554519653},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5040389895439148},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.49189257621765137},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4529914855957031},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09167063236236572},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08730986714363098},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07308101654052734},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10640450","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss53475.2024.10640450","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1988003228","https://openalex.org/W2031640526","https://openalex.org/W2040245781","https://openalex.org/W2062583931","https://openalex.org/W2098554604","https://openalex.org/W2104309782","https://openalex.org/W2385975312","https://openalex.org/W2491565242","https://openalex.org/W2938450871","https://openalex.org/W2943383674","https://openalex.org/W2956581425","https://openalex.org/W2962943321","https://openalex.org/W2963550242","https://openalex.org/W2979582818","https://openalex.org/W3100431304","https://openalex.org/W3184068126","https://openalex.org/W3207188396","https://openalex.org/W4211236474","https://openalex.org/W4321021220","https://openalex.org/W4390099497","https://openalex.org/W4399728282","https://openalex.org/W7036204928"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W3209312100","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,20,70,104,130],"meteorology":[3],"involve":[4],"the":[5,40,108,116,121,128],"use":[6],"of":[7,42,106,118,127],"ground-based":[8],"sky":[9,71],"cameras":[10,18],"for":[11,52,67,85],"cloud":[12,22,29,86],"observation.":[13],"Analyzing":[14],"images":[15],"from":[16],"these":[17],"helps":[19],"calculating":[21],"coverage":[23],"and":[24,95,125],"understanding":[25],"atmospheric":[26],"phenomena.":[27],"Traditionally,":[28],"image":[30],"segmentation":[31,87],"relied":[32],"on":[33],"conventional":[34],"computer":[35],"vision":[36],"techniques.":[37],"However,":[38],"with":[39,82,96],"advent":[41],"deep":[43,83],"learning,":[44],"convolutional":[45],"neural":[46],"networks":[47],"(CNNs)":[48],"are":[49,133],"increasingly":[50],"applied":[51],"this":[53,75,131],"purpose.":[54],"Despite":[55],"their":[56],"effectiveness,":[57],"CNNs":[58],"often":[59],"require":[60],"many":[61],"epochs":[62],"to":[63],"converge,":[64],"posing":[65],"challenges":[66],"real-time":[68],"processing":[69],"camera":[72],"systems.":[73],"In":[74,115],"paper,":[76],"we":[77],"introduce":[78],"a":[79],"residual":[80,102],"U-Net":[81],"supervision":[84],"which":[88],"provides":[89],"better":[90],"accuracy":[91],"than":[92],"previous":[93],"approaches,":[94],"less":[97],"training":[98],"consumption.":[99],"By":[100],"utilizing":[101],"connection":[103],"encoders":[105],"UCloudNet,":[107],"feature":[109],"extraction":[110],"ability":[111],"is":[112],"further":[113],"improved.":[114],"spirit":[117],"reproducible":[119],"research,":[120],"model":[122],"code,":[123],"dataset,":[124],"results":[126],"experiments":[129],"paper":[132],"available":[134],"at:":[135],"https://github.com/Att100/UCloudNet.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
