{"id":"https://openalex.org/W4392025502","doi":"https://doi.org/10.1109/aipr60534.2023.10440701","title":"NeRF-based 3D Reconstruction and Orthographic Novel View Synthesis Experiments Using City-Scale Aerial Images","display_name":"NeRF-based 3D Reconstruction and Orthographic Novel View Synthesis Experiments Using City-Scale Aerial Images","publication_year":2023,"publication_date":"2023-09-27","ids":{"openalex":"https://openalex.org/W4392025502","doi":"https://doi.org/10.1109/aipr60534.2023.10440701"},"language":"en","primary_location":{"id":"doi:10.1109/aipr60534.2023.10440701","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aipr60534.2023.10440701","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)","raw_type":"proceedings-article"},"type":"article","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/A5093976702","display_name":"Dylan Callaghan Chapell","orcid":null},"institutions":[{"id":"https://openalex.org/I189774192","display_name":"Colorado College","ror":"https://ror.org/03tg3h819","country_code":"US","type":"education","lineage":["https://openalex.org/I189774192"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dylan Callaghan Chapell","raw_affiliation_strings":["Colorado College,Colorado Springs,CO","Colorado College, Colorado Springs, CO"],"affiliations":[{"raw_affiliation_string":"Colorado College,Colorado Springs,CO","institution_ids":["https://openalex.org/I189774192"]},{"raw_affiliation_string":"Colorado College, Colorado Springs, CO","institution_ids":["https://openalex.org/I189774192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093976703","display_name":"Edward Ruien Shang","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Ruien Shang","raw_affiliation_strings":["Purdue University,West Lafayette,IN","Purdue University, West Lafayette, IN"],"affiliations":[{"raw_affiliation_string":"Purdue University,West Lafayette,IN","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue University, West Lafayette, IN","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093976704","display_name":"Taci Kucukpinar","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taci Kucukpinar","raw_affiliation_strings":["University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041066881","display_name":"Joshua Fraser","orcid":"https://orcid.org/0000-0002-9086-0447"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Fraser","raw_affiliation_strings":["University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004824424","display_name":"Jaired Collins","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaired Collins","raw_affiliation_strings":["University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056753431","display_name":"Vasit Sagan","orcid":"https://orcid.org/0000-0003-4375-2096"},"institutions":[{"id":"https://openalex.org/I47838141","display_name":"Saint Louis University","ror":"https://ror.org/01p7jjy08","country_code":"US","type":"education","lineage":["https://openalex.org/I47838141"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vasit Sagan","raw_affiliation_strings":["Saint Louis University,Dept. of Earth and Atmospheric Sciences,St. Louis,MO","Dept. of Earth and Atmospheric Sciences, Saint Louis University, St. Louis, MO"],"affiliations":[{"raw_affiliation_string":"Saint Louis University,Dept. of Earth and Atmospheric Sciences,St. Louis,MO","institution_ids":["https://openalex.org/I47838141"]},{"raw_affiliation_string":"Dept. of Earth and Atmospheric Sciences, Saint Louis University, St. Louis, MO","institution_ids":["https://openalex.org/I47838141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010931060","display_name":"Prasad Calyam","orcid":null},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prasad Calyam","raw_affiliation_strings":["University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025286899","display_name":"Kannappan Palaniappan","orcid":"https://orcid.org/0000-0003-2663-1380"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kannappan Palaniappan","raw_affiliation_strings":["University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO"],"affiliations":[{"raw_affiliation_string":"University of Missouri,Dept. of Electrical Engineering and Computer Science,Columbia,MO","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Dept. of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO","institution_ids":["https://openalex.org/I76835614"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5093976702"],"corresponding_institution_ids":["https://openalex.org/I189774192"],"apc_list":null,"apc_paid":null,"fwci":0.8293,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78756671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/orthographic-projection","display_name":"Orthographic projection","score":0.7670664191246033},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6418712139129639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6352001428604126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6281216144561768},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5629492998123169},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.34075379371643066},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.15924420952796936},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11995935440063477}],"concepts":[{"id":"https://openalex.org/C175694140","wikidata":"https://www.wikidata.org/wiki/Q980329","display_name":"Orthographic projection","level":2,"score":0.7670664191246033},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6418712139129639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6352001428604126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6281216144561768},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5629492998123169},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.34075379371643066},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.15924420952796936},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11995935440063477}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aipr60534.2023.10440701","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aipr60534.2023.10440701","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2242920544","https://openalex.org/W2471962767","https://openalex.org/W2738551266","https://openalex.org/W2802781464","https://openalex.org/W3109585842","https://openalex.org/W3130983693","https://openalex.org/W3177583232","https://openalex.org/W3203570626","https://openalex.org/W3215589927","https://openalex.org/W3215769467","https://openalex.org/W4221151978","https://openalex.org/W4237648096","https://openalex.org/W4312234520","https://openalex.org/W4312280420","https://openalex.org/W4312325284","https://openalex.org/W4312679369","https://openalex.org/W4312713450","https://openalex.org/W4312969460","https://openalex.org/W4313017495","https://openalex.org/W4313031684","https://openalex.org/W4313154783","https://openalex.org/W4378450585","https://openalex.org/W4384918524","https://openalex.org/W4385318467","https://openalex.org/W4386066457","https://openalex.org/W4386066812","https://openalex.org/W4390871896","https://openalex.org/W4390872696","https://openalex.org/W4399563564","https://openalex.org/W4402667896","https://openalex.org/W4402775411","https://openalex.org/W6790818473","https://openalex.org/W6855097332","https://openalex.org/W6858721572","https://openalex.org/W6859419271","https://openalex.org/W6859786173"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"City-scale":[0],"3D":[1,36,117],"reconstruction":[2],"of":[3,59,80,106,137,151,161],"drone":[4],"images":[5],"has":[6],"many":[7],"benefits":[8],"in":[9,50],"creating":[10],"dynamic":[11],"digital":[12],"twin":[13],"models":[14],"for":[15,168],"geospatial":[16],"and":[17,35,46,72,94],"remote":[18],"sensing":[19],"applications.":[20],"We":[21,54,83],"experiment":[22],"with":[23,87,124],"Neural":[24],"Radiance":[25],"Fields":[26],"(NeRF)":[27],"to":[28,64,110,120,141,155],"generate":[29,100,156],"novel":[30,104,158],"orthorectified":[31],"views,":[32],"point":[33,96],"clouds,":[34],"meshes":[37],"using":[38,60],"our":[39],"city-scale":[40],"image":[41,74],"dataset":[42],"captured":[43],"from":[44,90],"drones":[45],"crewed":[47],"aircraft":[48],"flights":[49],"a":[51,148],"circular":[52],"orbit.":[53],"report":[55],"on":[56,77],"the":[57,65,78,81,115,138,162],"impact":[58],"different":[61],"parameters":[62],"related":[63],"NeRF":[66],"network":[67],"architecture,":[68],"ray":[69],"sampling":[70,76],"density,":[71],"input":[73],"view":[75],"quality":[79],"results.":[82],"compare":[84],"these":[85],"results":[86],"traditional":[88,111],"Structure":[89],"Motion":[91],"(SfM)":[92],"techniques":[93],"lidar":[95,142],"clouds.":[97],"NeRFs":[98,127],"can":[99,128],"highly":[101],"competitive":[102],"top-down":[103,159],"views":[105,160],"city":[107,164],"environments":[108,165],"compared":[109,140],"SfM":[112],"techniques,":[113],"but":[114],"underlying":[116],"structure":[118],"tends":[119],"be":[121],"less":[122],"accurate":[123],"large-scale":[125],"scenes.":[126],"also":[129],"capture":[130],"more":[131,166],"detail,":[132],"such":[133],"as":[134],"side":[135],"walls":[136],"buildings,":[139],"data":[143],"collections.":[144],"Finally,":[145],"we":[146],"propose":[147],"patch-based":[149],"region":[150],"interest":[152],"training":[153],"approach":[154],"high-quality":[157],"large":[163],"efficiently":[167],"georegistration":[169],"purposes.":[170]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}