{"id":"https://openalex.org/W4412444725","doi":"https://doi.org/10.1109/access.2025.3589497","title":"A CNN-Based Framework for Geometric Alignment of Historical and Satellite Imagery","display_name":"A CNN-Based Framework for Geometric Alignment of Historical and Satellite Imagery","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412444725","doi":"https://doi.org/10.1109/access.2025.3589497"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3589497","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3589497","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3589497","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116594556","display_name":"Manaswi Kulahara","orcid":null},"institutions":[{"id":"https://openalex.org/I118315836","display_name":"TERI University","ror":"https://ror.org/03rh3e906","country_code":"IN","type":"education","lineage":["https://openalex.org/I118315836"]},{"id":"https://openalex.org/I4210161783","display_name":"GeoInformation (United Kingdom)","ror":"https://ror.org/05t4zqc79","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210161783"]}],"countries":["GB","IN"],"is_corresponding":true,"raw_author_name":"Manaswi Kulahara","raw_affiliation_strings":["Department of Geoinformatics, TERI School of Advanced Studies, New Delhi, India","Department of Geoinformatics, TERI School of Advanced Studies, Delhi, India"],"raw_orcid":"https://orcid.org/0009-0008-8480-6218","affiliations":[{"raw_affiliation_string":"Department of Geoinformatics, TERI School of Advanced Studies, New Delhi, India","institution_ids":["https://openalex.org/I118315836","https://openalex.org/I4210161783"]},{"raw_affiliation_string":"Department of Geoinformatics, TERI School of Advanced Studies, Delhi, India","institution_ids":["https://openalex.org/I118315836","https://openalex.org/I4210161783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062772547","display_name":"Abdul Khader Jilani Saudagar","orcid":"https://orcid.org/0000-0003-4205-3621"},"institutions":[{"id":"https://openalex.org/I240666556","display_name":"Imam Mohammad ibn Saud Islamic University","ror":"https://ror.org/05gxjyb39","country_code":"SA","type":"education","lineage":["https://openalex.org/I240666556"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdul Khader Jilani Saudagar","raw_affiliation_strings":["Information Systems Department, College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-4205-3621","affiliations":[{"raw_affiliation_string":"Information Systems Department, College of Computer and Information Sciences, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I240666556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024415135","display_name":"Sahil Tripathi","orcid":null},"institutions":[{"id":"https://openalex.org/I19716509","display_name":"Jamia Hamdard","ror":"https://ror.org/03dwxvb85","country_code":"IN","type":"education","lineage":["https://openalex.org/I19716509"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sahil Tripathi","raw_affiliation_strings":["Jamia Hamdard University, New Delhi, India"],"raw_orcid":"https://orcid.org/0009-0009-4739-7117","affiliations":[{"raw_affiliation_string":"Jamia Hamdard University, New Delhi, India","institution_ids":["https://openalex.org/I19716509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101777464","display_name":"Md Azizul Hoque","orcid":"https://orcid.org/0000-0002-7778-9009"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Md Azizul Hoque","raw_affiliation_strings":["Macquarie University, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5116594556"],"corresponding_institution_ids":["https://openalex.org/I118315836","https://openalex.org/I4210161783"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.1332,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79981795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"132259","last_page":"132268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9979000091552734,"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":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7145074605941772},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6024065017700195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5609839558601379},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5229766368865967},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.464009165763855},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.35611990094184875},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.32220977544784546},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13601228594779968},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.10835173726081848}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7145074605941772},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6024065017700195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5609839558601379},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5229766368865967},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.464009165763855},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.35611990094184875},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.32220977544784546},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13601228594779968},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.10835173726081848},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3589497","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3589497","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5e7f3e166cfe47babe3650622d3b9e10","is_oa":true,"landing_page_url":"https://doaj.org/article/5e7f3e166cfe47babe3650622d3b9e10","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":"IEEE Access, Vol 13, Pp 132259-132268 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3589497","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3589497","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3642461647","display_name":null,"funder_award_id":"IMSIU-DDRSP2504","funder_id":"https://openalex.org/F4320335726","funder_display_name":"Deanship of Scientific Research, King Saud University"}],"funders":[{"id":"https://openalex.org/F4320335726","display_name":"Deanship of Scientific Research, King Saud University","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1578987835","https://openalex.org/W1757236967","https://openalex.org/W1861492603","https://openalex.org/W1920280450","https://openalex.org/W1963623641","https://openalex.org/W2002092908","https://openalex.org/W2002432356","https://openalex.org/W2004581753","https://openalex.org/W2064686891","https://openalex.org/W2074222846","https://openalex.org/W2085692047","https://openalex.org/W2093805119","https://openalex.org/W2132077228","https://openalex.org/W2140277992","https://openalex.org/W2151103935","https://openalex.org/W2440548372","https://openalex.org/W2484254510","https://openalex.org/W2518241345","https://openalex.org/W2611581340","https://openalex.org/W2732026016","https://openalex.org/W2773726006","https://openalex.org/W2793263498","https://openalex.org/W2898848437","https://openalex.org/W2903918287","https://openalex.org/W2944787920","https://openalex.org/W2963346260","https://openalex.org/W3044394888","https://openalex.org/W3094761124","https://openalex.org/W3126893458","https://openalex.org/W3136764922","https://openalex.org/W3145682503","https://openalex.org/W3199532396","https://openalex.org/W4206610958","https://openalex.org/W4285189202","https://openalex.org/W4367052490","https://openalex.org/W4382067341","https://openalex.org/W4387233371","https://openalex.org/W4390738566","https://openalex.org/W4390751020","https://openalex.org/W4390885351","https://openalex.org/W4391110919","https://openalex.org/W4391953378","https://openalex.org/W4392861985","https://openalex.org/W4394770855","https://openalex.org/W4399896584","https://openalex.org/W4400134761","https://openalex.org/W4400199031","https://openalex.org/W4401703943","https://openalex.org/W6622446577","https://openalex.org/W6637100756","https://openalex.org/W6678660417","https://openalex.org/W6686782572","https://openalex.org/W6726245049","https://openalex.org/W6736379941","https://openalex.org/W6781341081","https://openalex.org/W6794764438","https://openalex.org/W6806218642","https://openalex.org/W6839632083","https://openalex.org/W6856883849","https://openalex.org/W6874978230"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233","https://openalex.org/W1983126463","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658"],"abstract_inverted_index":{"his":[0],"paper":[1],"addresses":[2],"the":[3,106],"difficulty":[4],"of":[5,131,152],"aligning":[6],"historical":[7],"aerial":[8],"photographs":[9],"with":[10,49,87,128,149],"other":[11],"archive":[12],"images":[13,86],"or":[14],"modern":[15],"satellite":[16,81],"imagery,":[17],"which":[18],"is":[19,102],"crucial":[20],"for":[21,39,45,70,112,122,144],"applications":[22],"such":[23,36,94],"as":[24,37,95,136],"landscape":[25],"comparison,":[26],"shoreline":[27],"erosion":[28],"monitoring,":[29],"and":[30,43,98],"urban":[31],"expansion":[32],"evaluation.":[33],"Traditional":[34],"approaches,":[35],"SIFT":[38],"key":[40],"point":[41],"identification":[42],"RANSAC":[44],"feature":[46],"alignment,":[47],"suffer":[48],"complex":[50],"geometric":[51,71],"transformations.":[52],"To":[53],"address":[54],"these":[55,109],"limitations,":[56],"we":[57],"present":[58],"a":[59,75],"Machine":[60],"Learning":[61],"(ML)-based":[62],"technique":[63],"that":[64],"uses":[65],"Convolutional":[66],"Neural":[67],"Networks":[68],"(CNNs)":[69],"matching.":[72],"We":[73],"use":[74],"custom-labeled":[76],"dataset":[77],"from":[78],"Google":[79],"Maps":[80],"imagery":[82],"to":[83,104],"build":[84],"paired":[85],"known":[88],"homograph":[89],"matrices":[90],"using":[91],"controlled":[92],"transformations":[93],"translations,":[96],"warps,":[97],"rotations.":[99],"A":[100],"CNN":[101],"trained":[103],"predict":[105],"homographs":[107],"between":[108],"pairings,":[110],"allowing":[111],"accurate":[113],"alignment.":[114],"The":[115],"suggested":[116],"CNN-based":[117],"approach":[118],"achieved":[119],"great":[120],"accuracy":[121],"minor":[123],"translations":[124,146,156],"(\u2264":[125],"20":[126],"pixels)":[127,148,158],"an":[129,150],"MSE":[130,151],"0.0002,":[132],"but":[133],"performance":[134],"decreased":[135],"translation":[137],"magnitude":[138],"grew.":[139],"Minor":[140],"distortions":[141],"were":[142],"noticed":[143],"moderate":[145],"(40":[147],"0.0028,":[153],"while":[154],"large":[155],"(60":[157],"resulted":[159],"in":[160],"severe":[161],"mistakes":[162],"(MSE:":[163],"0.0735).":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}