{"id":"https://openalex.org/W4385428966","doi":"https://doi.org/10.3390/rs15153808","title":"Remote Sensing Neural Radiance Fields for Multi-View Satellite Photogrammetry","display_name":"Remote Sensing Neural Radiance Fields for Multi-View Satellite Photogrammetry","publication_year":2023,"publication_date":"2023-07-31","ids":{"openalex":"https://openalex.org/W4385428966","doi":"https://doi.org/10.3390/rs15153808"},"language":"en","primary_location":{"id":"doi:10.3390/rs15153808","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15153808","pdf_url":"https://www.mdpi.com/2072-4292/15/15/3808/pdf?version=1690803308","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/2072-4292/15/15/3808/pdf?version=1690803308","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113442772","display_name":"Songlin Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songlin Xie","raw_affiliation_strings":["College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, China"],"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040721382","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-2986-1045"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, China"],"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049449184","display_name":"Gwanggil Jeon","orcid":"https://orcid.org/0000-0002-0651-4278"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gwanggil Jeon","raw_affiliation_strings":["Department of Embedded Systems Engineering, Incheon National University, Academyro-119, Incheon 406-772, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Embedded Systems Engineering, Incheon National University, Academyro-119, Incheon 406-772, Republic of Korea","institution_ids":["https://openalex.org/I146429904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100415175","display_name":"Xiaomin Yang","orcid":"https://orcid.org/0000-0002-1094-3841"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaomin Yang","raw_affiliation_strings":["College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, China"],"affiliations":[{"raw_affiliation_string":"College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040721382"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.9104,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88075538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"15","issue":"15","first_page":"3808","last_page":"3808"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9998000264167786,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval 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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9970999956130981,"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/radiance","display_name":"Radiance","score":0.7597547769546509},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.746195912361145},{"id":"https://openalex.org/keywords/photogrammetry","display_name":"Photogrammetry","score":0.7008910179138184},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6462875604629517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5656150579452515},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5616203546524048},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5157938003540039},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.507824718952179},{"id":"https://openalex.org/keywords/elevation","display_name":"Elevation (ballistics)","score":0.4373569190502167},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.41417810320854187},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2483598291873932},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0910409688949585}],"concepts":[{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.7597547769546509},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.746195912361145},{"id":"https://openalex.org/C117455697","wikidata":"https://www.wikidata.org/wiki/Q190149","display_name":"Photogrammetry","level":2,"score":0.7008910179138184},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6462875604629517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5656150579452515},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5616203546524048},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5157938003540039},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.507824718952179},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.4373569190502167},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.41417810320854187},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2483598291873932},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0910409688949585},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15153808","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15153808","pdf_url":"https://www.mdpi.com/2072-4292/15/15/3808/pdf?version=1690803308","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:ea2d1f0fd45449deac04122f26253202","is_oa":true,"landing_page_url":"https://doaj.org/article/ea2d1f0fd45449deac04122f26253202","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":"Remote Sensing, Vol 15, Iss 15, p 3808 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/15/3808/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15153808","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 15; Pages: 3808","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15153808","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15153808","pdf_url":"https://www.mdpi.com/2072-4292/15/15/3808/pdf?version=1690803308","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":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G2547571923","display_name":null,"funder_award_id":"2020CDYB-2","funder_id":"https://openalex.org/F4320322990","funder_display_name":"Sichuan University"},{"id":"https://openalex.org/G5117803568","display_name":null,"funder_award_id":"2020CDYB-29","funder_id":"https://openalex.org/F4320322990","funder_display_name":"Sichuan University"}],"funders":[{"id":"https://openalex.org/F4320322922","display_name":"Department of Science and Technology of Sichuan Province","ror":"https://ror.org/04323m874"},{"id":"https://openalex.org/F4320322990","display_name":"Sichuan University","ror":"https://ror.org/011ashp19"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385428966.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1597120896","https://openalex.org/W2053935941","https://openalex.org/W2059496137","https://openalex.org/W2088127691","https://openalex.org/W2095705004","https://openalex.org/W2117248802","https://openalex.org/W2123963008","https://openalex.org/W2140853456","https://openalex.org/W2151103935","https://openalex.org/W2163446794","https://openalex.org/W2308516304","https://openalex.org/W2322744842","https://openalex.org/W2471962767","https://openalex.org/W2543281563","https://openalex.org/W2737722331","https://openalex.org/W2794354663","https://openalex.org/W2798548676","https://openalex.org/W2888945633","https://openalex.org/W2892129995","https://openalex.org/W2904346908","https://openalex.org/W2909470629","https://openalex.org/W2912798476","https://openalex.org/W2943906529","https://openalex.org/W2962777203","https://openalex.org/W2963627347","https://openalex.org/W2995307462","https://openalex.org/W3034264193","https://openalex.org/W3092203888","https://openalex.org/W3111114371","https://openalex.org/W3136656704","https://openalex.org/W3176084073","https://openalex.org/W3177583232","https://openalex.org/W3183092879","https://openalex.org/W3203570626","https://openalex.org/W3204170321","https://openalex.org/W3204326360","https://openalex.org/W3214712237","https://openalex.org/W4200150166","https://openalex.org/W4200420145","https://openalex.org/W4214731463","https://openalex.org/W4221151978","https://openalex.org/W4288242633","https://openalex.org/W4292828931","https://openalex.org/W4312280420","https://openalex.org/W4312713450","https://openalex.org/W4312969460","https://openalex.org/W4313017495","https://openalex.org/W6674330103","https://openalex.org/W6754421377","https://openalex.org/W6770476032","https://openalex.org/W6781421651"],"related_works":["https://openalex.org/W2002467301","https://openalex.org/W2938237871","https://openalex.org/W2375831854","https://openalex.org/W2139856717","https://openalex.org/W2541791370","https://openalex.org/W2048402902","https://openalex.org/W2035976912","https://openalex.org/W1990519390","https://openalex.org/W1978678278","https://openalex.org/W2059754163"],"abstract_inverted_index":{"Neural":[0],"radiance":[1,101],"fields":[2,102],"(NeRFs)":[3],"combining":[4],"machine":[5],"learning":[6],"with":[7,208,216,222],"differentiable":[8],"rendering":[9],"have":[10],"arisen":[11],"as":[12],"one":[13],"of":[14,47,64,80,94,169,201],"the":[15,41,50,62,69,78,167,174,198],"most":[16],"promising":[17],"approaches":[18],"for":[19,90,137],"novel":[20,108,230],"view":[21,109,231],"synthesis":[22,232],"and":[23,34,61,111,132,151,173,210,233],"depth":[24],"estimates.":[25],"However,":[26],"NeRFs":[27,178],"only":[28],"applies":[29],"to":[30,39,106,149,157,161,188,195],"close-range":[31],"static":[32],"imagery":[33],"it":[35,180],"takes":[36],"several":[37,59,237],"hours":[38],"train":[40,120,189],"model.":[42],"The":[43],"satellites":[44],"are":[45,55],"hundreds":[46],"kilometers":[48],"from":[49],"earth.":[51],"Satellite":[52],"multi-view":[53,72,91],"images":[54,65,110,126,141],"usually":[56],"captured":[57],"over":[58],"years,":[60],"scene":[63],"is":[66,75,164],"dynamic":[67],"in":[68,145],"wild.":[70],"Therefore,":[71],"satellite":[73,92,158],"photogrammetry":[74,93],"far":[76],"beyond":[77],"capabilities":[79],"NeRFs.":[81],"In":[82,193],"this":[83],"paper,":[84],"we":[85,119,203],"present":[86],"a":[87,184,205,212],"new":[88,213],"method":[89,226],"Earth":[95],"observation":[96],"called":[97],"remote":[98],"sensing":[99],"neural":[100],"(RS-NeRFs).":[103],"It":[104],"aims":[105],"generate":[107],"accurate":[112],"elevation":[113,234],"predictions":[114],"quickly.":[115],"For":[116],"each":[117],"scene,":[118],"an":[121,190],"RS-NeRF":[122],"using":[123],"high-resolution":[124],"optical":[125],"without":[127],"labels":[128],"or":[129],"geometric":[130],"priors":[131],"apply":[133],"image":[134],"reconstruction":[135],"losses":[136],"self-supervised":[138],"learning.":[139],"Multi-date":[140],"exhibit":[142],"significant":[143],"changes":[144,163],"appearance,":[146],"mainly":[147],"due":[148],"cars":[150],"varying":[152],"shadows,":[153],"which":[154],"brings":[155],"challenges":[156],"photogrammetry.":[159],"Robustness":[160],"these":[162],"achieved":[165],"by":[166,182],"input":[168],"solar":[170],"ray":[171],"direction":[172],"vehicle":[175],"removal":[176],"method.":[177],"make":[179],"intolerable":[181],"requiring":[183],"very":[185],"long":[186],"time":[187,200],"easy":[191],"scene.":[192],"order":[194],"significantly":[196],"reduce":[197],"training":[199],"RS-NeRFs,":[202],"build":[204],"tiny":[206],"network":[207],"HashEncoder":[209],"adopted":[211],"sampling":[214],"technique":[215],"our":[217,225],"custom":[218],"CUDA":[219],"kernels.":[220],"Compared":[221],"previous":[223],"work,":[224],"performs":[227],"better":[228],"on":[229],"estimates,":[235],"taking":[236],"minutes.":[238]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2023-08-01T00:00:00"}