{"id":"https://openalex.org/W2967973656","doi":"https://doi.org/10.3390/rs11161910","title":"Single Space Object Image Denoising and Super-Resolution Reconstructing Using Deep Convolutional Networks","display_name":"Single Space Object Image Denoising and Super-Resolution Reconstructing Using Deep Convolutional Networks","publication_year":2019,"publication_date":"2019-08-15","ids":{"openalex":"https://openalex.org/W2967973656","doi":"https://doi.org/10.3390/rs11161910","mag":"2967973656"},"language":"en","primary_location":{"id":"doi:10.3390/rs11161910","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11161910","pdf_url":"https://www.mdpi.com/2072-4292/11/16/1910/pdf?version=1565867418","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/11/16/1910/pdf?version=1565867418","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063593393","display_name":"Xubin Feng","orcid":"https://orcid.org/0000-0003-4348-7632"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xubin Feng","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing 100049, China","Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China"],"raw_orcid":"https://orcid.org/0000-0003-4348-7632","affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]},{"raw_affiliation_string":"Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015820348","display_name":"Xiuqin Su","orcid":"https://orcid.org/0000-0002-6554-2762"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuqin Su","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing 100049, China","Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]},{"raw_affiliation_string":"Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081646661","display_name":"Junge Shen","orcid":"https://orcid.org/0000-0002-6563-9206"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junge Shen","raw_affiliation_strings":["Unmanned System Research Institute, Northwestern Polytechnical University, Xi\u2019an 710072, China","Unmanned System Research Institute, Northwestern Polytechnical University, Xi'an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unmanned System Research Institute, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Unmanned System Research Institute, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020993594","display_name":"Humin Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210144662","display_name":"Xi'an Institute of Optics and Precision Mechanics","ror":"https://ror.org/0444j5556","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Humin Jin","raw_affiliation_strings":["Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xi\u2019an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]},{"raw_affiliation_string":"Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an 710119, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210144662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081646661"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":1800,"currency":"CHF","value_usd":1824},"apc_paid":{"value":1800,"currency":"CHF","value_usd":1824},"fwci":1.2756,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.81310982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"16","first_page":"1910","last_page":"1910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9993000030517578,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9993000030517578,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9958000183105469,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9937999844551086,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7827568650245667},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7214659452438354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7128762006759644},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6057828664779663},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5898194909095764},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5174587368965149},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5056936740875244},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4235062301158905},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3754928708076477},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2357911467552185}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7827568650245667},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7214659452438354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7128762006759644},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6057828664779663},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5898194909095764},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5174587368965149},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5056936740875244},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4235062301158905},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3754928708076477},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2357911467552185}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs11161910","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11161910","pdf_url":"https://www.mdpi.com/2072-4292/11/16/1910/pdf?version=1565867418","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e138dfbd6b7845dc8a6d7ce3d953a3e2","is_oa":true,"landing_page_url":"https://doaj.org/article/e138dfbd6b7845dc8a6d7ce3d953a3e2","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":"Remote Sensing, Vol 11, Iss 16, p 1910 (2019)","raw_type":"article"},{"id":"pmh:oai:ir.opt.ac.cn:181661/31857","is_oa":true,"landing_page_url":"http://ir.opt.ac.cn/handle/181661/31857","pdf_url":null,"source":{"id":"https://openalex.org/S4377196962","display_name":"Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144662","host_organization_name":"Xi'an Institute of Optics and Precision Mechanics","host_organization_lineage":["https://openalex.org/I4210144662"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"}],"best_oa_location":{"id":"doi:10.3390/rs11161910","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11161910","pdf_url":"https://www.mdpi.com/2072-4292/11/16/1910/pdf?version=1565867418","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2967973656.pdf","grobid_xml":"https://content.openalex.org/works/W2967973656.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W54257720","https://openalex.org/W1580389772","https://openalex.org/W1677182931","https://openalex.org/W1885185971","https://openalex.org/W1930824406","https://openalex.org/W2026019078","https://openalex.org/W2031832897","https://openalex.org/W2034912178","https://openalex.org/W2083256210","https://openalex.org/W2086467596","https://openalex.org/W2096026309","https://openalex.org/W2102748875","https://openalex.org/W2121058967","https://openalex.org/W2149669120","https://openalex.org/W2159269332","https://openalex.org/W2214802144","https://openalex.org/W2242218935","https://openalex.org/W2263468737","https://openalex.org/W2508457857","https://openalex.org/W2622470254","https://openalex.org/W2730857131","https://openalex.org/W2767522909","https://openalex.org/W2780544323","https://openalex.org/W2794276902","https://openalex.org/W2887695188","https://openalex.org/W2898832590","https://openalex.org/W2902060108","https://openalex.org/W2902482012","https://openalex.org/W2919115771","https://openalex.org/W2942043928","https://openalex.org/W2963446712","https://openalex.org/W2964101377","https://openalex.org/W2964277374","https://openalex.org/W3043538212","https://openalex.org/W3099155372","https://openalex.org/W3124561108","https://openalex.org/W6634589695","https://openalex.org/W6674855086","https://openalex.org/W6770257792"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4367628250","https://openalex.org/W3034789145","https://openalex.org/W4388819787","https://openalex.org/W383418545"],"abstract_inverted_index":{"Space":[0],"object":[1,14,21,77,127],"recognition":[2],"is":[3,134,138],"the":[4,25,32,36,51,86,100,141,145,179,187,192,195],"basis":[5],"of":[6,24,28,38,50,60,89,144,173,181,194],"space":[7,13,20,33,76,126,196],"attack":[8],"and":[9,35,41,56,66,130,140,165,190],"defense":[10],"confrontation.":[11],"High-quality":[12],"images":[15,52],"are":[16,54,69,150],"very":[17,156],"important":[18],"for":[19],"recognition.":[22],"Because":[23],"large":[26],"number":[27],"cosmic":[29],"rays":[30],"in":[31,116,185],"environment":[34],"inadequacy":[37],"optical":[39],"lenses":[40],"detectors":[42],"on":[43,154,170],"satellites":[44],"to":[45,73],"support":[46],"high-resolution":[47,113],"imaging,":[48],"most":[49,80,103],"obtained":[53],"blurred":[55],"contain":[57],"a":[58,119,171],"lot":[59],"cosmic-ray":[61,107],"noise.":[62,98],"So,":[63],"denoising":[64,104,108,129],"methods":[65,68,82,105,109],"super-resolution":[67,81,131],"two":[70],"effective":[71],"ways":[72],"reconstruct":[74,85,112],"high-quality":[75],"images.":[78,198],"However,":[79],"could":[83,95,110],"only":[84],"lost":[87,142],"details":[88,143],"low":[90,146],"spatial":[91,147,188],"resolution":[92,148,189],"images,":[93,175],"but":[94],"not":[96,111],"remove":[97],"On":[99],"other":[101],"hand,":[102],"especially":[106],"details.":[114],"So":[115],"this":[117],"paper,":[118],"deep":[120,157],"convolutional":[121],"neural":[122],"network":[123],"(CNN)-based":[124],"single":[125],"image":[128,149],"reconstruction":[132],"method":[133,184],"presented.":[135],"The":[136],"noise":[137,193],"removed":[139],"well":[151],"reconstructed":[152],"based":[153],"one":[155],"CNN-based":[158],"network,":[159],"which":[160],"combines":[161],"global":[162],"residual":[163,167],"learning":[164],"local":[166],"learning.":[168],"Based":[169],"dataset":[172],"satellite":[174],"experimental":[176],"results":[177],"demonstrate":[178],"feasibility":[180],"our":[182],"proposed":[183],"enhancing":[186],"removing":[191],"objects":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2019-08-22T00:00:00"}
