{"id":"https://openalex.org/W4366808611","doi":"https://doi.org/10.5220/0012039600003497","title":"A Global Multi-Temporal Dataset with STGAN Baseline for Cloud and Cloud Shadow Removal","display_name":"A Global Multi-Temporal Dataset with STGAN Baseline for Cloud and Cloud Shadow Removal","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4366808611","doi":"https://doi.org/10.5220/0012039600003497"},"language":"en","primary_location":{"id":"doi:10.5220/0012039600003497","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012039600003497","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Image Processing and Vision Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0012039600003497","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044193542","display_name":"Morui Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Morui Zhu","raw_affiliation_strings":["Department of Networked Systems and Services, Budapest University of Technology and Economics, BME Informatika \u00e9p\u00fclet Magyar tud\u00f3sok k\u00f6r\u00fatja 2, Budapest, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Networked Systems and Services, Budapest University of Technology and Economics, BME Informatika \u00e9p\u00fclet Magyar tud\u00f3sok k\u00f6r\u00fatja 2, Budapest, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I29770179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353155","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0001-6610-5348"},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]},{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Chang Liu","raw_affiliation_strings":["Department of Networked Systems and Services, Budapest University of Technology and Economics, BME Informatika \u00e9p\u00fclet Magyar tud\u00f3sok k\u00f6r\u00fatja 2, Budapest, Hungary, --- Select a Country ---","Machine Perception Research Laboratory of Institute for Computer Science and Control (SZTAKI), H-1111 Budapest, Kende u. 13-17, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Networked Systems and Services, Budapest University of Technology and Economics, BME Informatika \u00e9p\u00fclet Magyar tud\u00f3sok k\u00f6r\u00fatja 2, Budapest, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I29770179"]},{"raw_affiliation_string":"Machine Perception Research Laboratory of Institute for Computer Science and Control (SZTAKI), H-1111 Budapest, Kende u. 13-17, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I4210117195"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068908845","display_name":"Tam\u00e1s Szir\u00e1nyi","orcid":"https://orcid.org/0000-0003-2989-0214"},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]},{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Tam\u00e1s Szir\u00e1nyi","raw_affiliation_strings":["Faculty of Transportation Engineering and Vehicle Engineering, Budapest University of Technology and Economics (BME-KJK), M\u0171egyetem rkp. 3., Budapest, H-1111, Hungary, --- Select a Country ---","Machine Perception Research Laboratory of Institute for Computer Science and Control (SZTAKI), H-1111 Budapest, Kende u. 13-17, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Faculty of Transportation Engineering and Vehicle Engineering, Budapest University of Technology and Economics (BME-KJK), M\u0171egyetem rkp. 3., Budapest, H-1111, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I29770179"]},{"raw_affiliation_string":"Machine Perception Research Laboratory of Institute for Computer Science and Control (SZTAKI), H-1111 Budapest, Kende u. 13-17, Hungary, --- Select a Country ---","institution_ids":["https://openalex.org/I4210117195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044193542"],"corresponding_institution_ids":["https://openalex.org/I29770179"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05189887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"206","last_page":"212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9388999938964844,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9388999938964844,"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"}},{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":0.9369999766349792,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9247000217437744,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/cloud-computing","display_name":"Cloud computing","score":0.9007807970046997},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.7995221614837646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6937927007675171},{"id":"https://openalex.org/keywords/shadow","display_name":"Shadow (psychology)","score":0.6302485466003418},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15920746326446533},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11281806230545044}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9007807970046997},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7995221614837646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6937927007675171},{"id":"https://openalex.org/C117797892","wikidata":"https://www.wikidata.org/wiki/Q286363","display_name":"Shadow (psychology)","level":2,"score":0.6302485466003418},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15920746326446533},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11281806230545044},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0012039600003497","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012039600003497","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Image Processing and Vision Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.sztaki.hu:10650","is_oa":false,"landing_page_url":"https://eprints.sztaki.hu/10650/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401907","display_name":"SZTAKI Publication Repository (Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I7597260","host_organization_name":"Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I7597260"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":{"id":"doi:10.5220/0012039600003497","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012039600003497","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Image Processing and Vision Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2383532021","https://openalex.org/W2048509577","https://openalex.org/W2884551749","https://openalex.org/W2547317451","https://openalex.org/W3098542250","https://openalex.org/W2160224262","https://openalex.org/W2101452068","https://openalex.org/W2477949725","https://openalex.org/W2962746916","https://openalex.org/W2759016614"],"abstract_inverted_index":{"Due":[0],"to":[1,66,90],"the":[2,19,40,60],"inevitable":[3],"contamination":[4,33],"of":[5,21,120],"thick":[6],"clouds":[7,68,92],"and":[8,38,69,93,113,122],"their":[9,70,94],"shadows,":[10],"satellite":[11,24,98],"images":[12,127],"are":[13],"greatly":[14],"affected,":[15],"which":[16,63],"significantly":[17],"reduces":[18],"usability":[20],"data":[22,30],"from":[23],"images.":[25,99],"Therefore,":[26],"obtaining":[27],"high-quality":[28],"image":[29,81],"without":[31],"cloud":[32],"in":[34,79,96,108,129,139],"a":[35,55,86,101],"specific":[36],"area":[37],"at":[39],"time":[41],"we":[42,53,84],"need":[43],"it":[44],"is":[45,64,143],"an":[46],"important":[47],"issue.":[48],"To":[49],"address":[50],"this":[51,130],"problem,":[52],"collected":[54],"new":[56],"multi-temporal":[57],"dataset":[58],"covering":[59],"entire":[61],"globe,":[62],"used":[65],"remove":[67],"shadows.":[71],"Since":[72],"generative":[73],"adversarial":[74],"networks":[75],"(GANs)":[76],"perform":[77],"well":[78],"conditional":[80],"synthesis":[82],"challenges,":[83],"utilized":[85],"spatial-temporal":[87],"GAN":[88],"(STGAN)":[89],"eliminate":[91],"shadows":[95],"optical":[97],"As":[100],"baseline":[102],"model,":[103],"STGAN":[104],"demonstrated":[105],"outstanding":[106],"performance":[107],"peak":[109],"signal-to-noise":[110],"ratio":[111],"(PSNR)":[112],"structural":[114],"similarity":[115],"index":[116],"(SSIM),":[117],"achieving":[118],"scores":[119],"33.4":[121],"0.929,":[123],"respectively.":[124],"The":[125],"cloud-free":[126],"generated":[128],"work":[131],"have":[132],"significant":[133],"utility":[134],"for":[135],"various":[136],"downstream":[137],"applications":[138],"real-world":[140],"environments.":[141],"Dataset":[142],"publicly":[144],"available:":[145],"https://github.com/zhumorui/SMT-CR":[146]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}