{"id":"https://openalex.org/W4409883204","doi":"https://doi.org/10.1109/jstars.2025.3564378","title":"A Learning-Based Dual-Scale Enhanced Confidence for DSM Fusion in 3-D Reconstruction of Multiview Satellite Images","display_name":"A Learning-Based Dual-Scale Enhanced Confidence for DSM Fusion in 3-D Reconstruction of Multiview Satellite Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409883204","doi":"https://doi.org/10.1109/jstars.2025.3564378"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3564378","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3564378","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","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/jstars.2025.3564378","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108579404","display_name":"Shuting Yang","orcid":"https://orcid.org/0009-0000-3978-885X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuting Yang","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101960495","display_name":"Hao Chen","orcid":"https://orcid.org/0000-0002-1837-3986"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Chen","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103062492","display_name":"Fachuan He","orcid":"https://orcid.org/0000-0001-8220-2877"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fachuan He","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104240738","display_name":"Wen Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Chen","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443173","display_name":"Ting Chen","orcid":"https://orcid.org/0000-0001-8414-6346"},"institutions":[{"id":"https://openalex.org/I193057718","display_name":"Century College","ror":"https://ror.org/008hr1h38","country_code":"US","type":"education","lineage":["https://openalex.org/I193057718","https://openalex.org/I91221267"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ting Chen","raw_affiliation_strings":["Twenty First Century Aerospace Technology Company, Ltd, Beijing, China","Twenty First Century Aerospace Technology Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Twenty First Century Aerospace Technology Company, Ltd, Beijing, China","institution_ids":["https://openalex.org/I193057718"]},{"raw_affiliation_string":"Twenty First Century Aerospace Technology Co., Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083359166","display_name":"Jian\u2010Jun He","orcid":"https://orcid.org/0000-0002-3297-389X"},"institutions":[{"id":"https://openalex.org/I193057718","display_name":"Century College","ror":"https://ror.org/008hr1h38","country_code":"US","type":"education","lineage":["https://openalex.org/I193057718","https://openalex.org/I91221267"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianjun He","raw_affiliation_strings":["Twenty First Century Aerospace Technology Company, Ltd, Beijing, China","Twenty First Century Aerospace Technology Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Twenty First Century Aerospace Technology Company, Ltd, Beijing, China","institution_ids":["https://openalex.org/I193057718"]},{"raw_affiliation_string":"Twenty First Century Aerospace Technology Co., Ltd., Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5108579404"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.531,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89620681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"18","issue":null,"first_page":"11767","last_page":"11786"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9932000041007996,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.9876000285148621,"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"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6938514709472656},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6567051410675049},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6140810251235962},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5474931001663208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5242509841918945},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.510403573513031},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45278096199035645},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4228055477142334},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3784129023551941},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11399456858634949},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08801066875457764},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07482239603996277}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6938514709472656},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6567051410675049},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6140810251235962},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5474931001663208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5242509841918945},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.510403573513031},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45278096199035645},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4228055477142334},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3784129023551941},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11399456858634949},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08801066875457764},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07482239603996277},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3564378","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3564378","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fc4b53ce11e94860b68a29f8d662ce33","is_oa":true,"landing_page_url":"https://doaj.org/article/fc4b53ce11e94860b68a29f8d662ce33","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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 11767-11786 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3564378","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3564378","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1908365530","https://openalex.org/W1973871580","https://openalex.org/W1999333122","https://openalex.org/W2011123956","https://openalex.org/W2053935941","https://openalex.org/W2069607360","https://openalex.org/W2088127691","https://openalex.org/W2098273898","https://openalex.org/W2113339475","https://openalex.org/W2117248802","https://openalex.org/W2277188614","https://openalex.org/W2330339889","https://openalex.org/W2509654516","https://openalex.org/W2600992685","https://openalex.org/W2619470474","https://openalex.org/W2737722331","https://openalex.org/W2752144486","https://openalex.org/W2776796896","https://openalex.org/W2794354663","https://openalex.org/W2883548236","https://openalex.org/W2904346908","https://openalex.org/W2950600620","https://openalex.org/W2962793285","https://openalex.org/W2962880841","https://openalex.org/W2990532164","https://openalex.org/W3006382827","https://openalex.org/W3011949433","https://openalex.org/W3034530552","https://openalex.org/W3034564916","https://openalex.org/W3035483468","https://openalex.org/W3044454260","https://openalex.org/W3046981743","https://openalex.org/W3082415652","https://openalex.org/W3097305369","https://openalex.org/W3120849970","https://openalex.org/W3127177424","https://openalex.org/W3130809159","https://openalex.org/W3159270659","https://openalex.org/W3160991246","https://openalex.org/W3199621549","https://openalex.org/W3212626915","https://openalex.org/W4200118382","https://openalex.org/W4213364688","https://openalex.org/W4220711408","https://openalex.org/W4220956293","https://openalex.org/W4225137543","https://openalex.org/W4225526288","https://openalex.org/W4312253793","https://openalex.org/W4313398591","https://openalex.org/W4319299811","https://openalex.org/W4367623921","https://openalex.org/W4390984751","https://openalex.org/W4392379404","https://openalex.org/W4396712591","https://openalex.org/W4400073241","https://openalex.org/W4400762160","https://openalex.org/W4402811259","https://openalex.org/W6762287132"],"related_works":["https://openalex.org/W2317351040","https://openalex.org/W2952466936","https://openalex.org/W1988622314","https://openalex.org/W2393949104","https://openalex.org/W2099421762","https://openalex.org/W4236344264","https://openalex.org/W3046201198","https://openalex.org/W2530546662","https://openalex.org/W4293061921","https://openalex.org/W2967030268"],"abstract_inverted_index":{"Compared":[0],"to":[1,9,26,70,128,158,171,178,191,206,213],"two-view":[2],"reconstruction,":[3],"multi-view":[4,19,99,238],"imagery":[5],"leverages":[6],"redundant":[7],"information":[8,120],"mitigate":[10],"the":[11,73,172,185,203,215,222],"effects":[12],"of":[13,76,174,263,267,271,276],"occlusion":[14],"and":[15,31,45,56,68,114,139,163,182,245,274],"noise.":[16],"Deep":[17],"learning-based":[18,91],"stereo":[20,58,105,124],"(MVS)":[21],"methods":[22,39],"are":[23,61,210],"primarily":[24],"applicable":[25],"tri-stereo":[27,232,247],"data":[28,234,240,248],"captured":[29,241],"simultaneously":[30],"rely":[32,41],"heavily":[33],"on":[34,42,52],"training":[35],"samples.":[36],"Traditional":[37],"MVS":[38],"typically":[40],"simple":[43],"filtering":[44],"weighting":[46],"techniques":[47],"for":[48,95],"DSM":[49,87,194],"fusion":[50,88],"based":[51],"image":[53,66],"pair":[54],"selection":[55],"pair-wise":[57,123],"matching,":[59],"which":[60,110,209],"usually":[62],"affected":[63],"by":[64],"poor":[65],"pairs":[67],"fail":[69],"fully":[71],"exploit":[72],"complementary":[74],"advantages":[75],"DSMs.":[77],"To":[78],"address":[79],"these":[80],"limitations,":[81],"this":[82],"paper":[83],"proposes":[84],"a":[85,103,130,140,150],"novel":[86],"method":[89,107,224,258],"incorporating":[90],"dual-scale":[92,186],"enhanced":[93,175,187],"confidence":[94,132,137,161,188],"3D":[96],"reconstruction":[97,125,168],"from":[98,250],"satellite":[100],"imagery.":[101],"First,":[102],"generalized":[104],"matching":[106],"is":[108,126,156,189,199],"adopted,":[109],"considers":[111],"radiometric":[112],"differences":[113],"small":[115],"feature":[116],"variations.":[117],"Next,":[118],"auxiliary":[119],"generated":[121],"during":[122],"utilized":[127],"construct":[129],"high-dimensional":[131],"vector":[133],"that":[134,221],"includes":[135],"classical":[136],"measures":[138,162],"newly":[141],"designed":[142],"topological":[143],"structure":[144],"relationship":[145],"consistency":[146],"(TSRC)":[147],"measure.":[148],"Then,":[149],"guided":[151],"regularized":[152],"random":[153],"forest":[154],"regressor":[155],"employed":[157],"identify":[159],"influential":[160],"establish":[164],"their":[165],"correlation":[166],"with":[167],"accuracy,":[169],"leading":[170],"estimation":[173],"confidence.":[176],"Additionally,":[177],"preserve":[179],"fine":[180],"details":[181],"boundary":[183],"information,":[184],"introduced":[190],"facilitate":[192],"cross-scale":[193],"fusion.":[195],"Finally,":[196],"each":[197],"view":[198,205],"sequentially":[200],"treated":[201],"as":[202],"master":[204],"obtain":[207],"DSMs,":[208],"then":[211],"fused":[212],"produce":[214],"final":[216],"DSM.":[217],"Experimental":[218],"results":[219],"demonstrate":[220],"proposed":[223,257],"achieves":[225,259],"superior":[226],"performance":[227],"across":[228],"various":[229],"datasets,":[230],"including":[231],"Beijing-3":[233],"acquired":[235],"nearly":[236],"simultaneously,":[237],"WorldView-3":[239],"at":[242,253],"different":[243,251,254],"times,":[244],"self-made":[246],"collected":[249],"sensors":[252],"times.":[255],"The":[256],"an":[260],"average":[261],"MAE":[262],"1.14":[264],"m,":[265,269,273],"RMSE":[266],"2.16":[268],"MHE":[270],"0.47":[272],"COMP":[275],"75.13%,":[277],"outperforming":[278],"several":[279],"mainstream":[280],"methods.":[281]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
