{"id":"https://openalex.org/W4290712126","doi":"https://doi.org/10.1109/access.2022.3197183","title":"A Deep Learning-Based Hyperspectral Keypoint Representation Method and Its Application for 3D Reconstruction","display_name":"A Deep Learning-Based Hyperspectral Keypoint Representation Method and Its Application for 3D Reconstruction","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4290712126","doi":"https://doi.org/10.1109/access.2022.3197183"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3197183","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3197183","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09852240.pdf","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":null,"license_id":null,"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://ieeexplore.ieee.org/ielx7/6287639/6514899/09852240.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086690079","display_name":"Tengfei Ma","orcid":"https://orcid.org/0000-0002-1086-529X"},"institutions":[{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tengfei Ma","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692","https://openalex.org/I4391767668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003904669","display_name":"Yuxin Xing","orcid":"https://orcid.org/0000-0002-3159-3940"},"institutions":[{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]},{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Xing","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","Shanghai Institute for Advanced Study, Zhejiang University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692","https://openalex.org/I4391767668"]},{"raw_affiliation_string":"Shanghai Institute for Advanced Study, Zhejiang University, Shanghai, China","institution_ids":["https://openalex.org/I4210111959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110579754","display_name":"Dawei Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]},{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Gong","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","Shanghai Institute for Advanced Study, Zhejiang University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692","https://openalex.org/I4391767668"]},{"raw_affiliation_string":"Shanghai Institute for Advanced Study, Zhejiang University, Shanghai, China","institution_ids":["https://openalex.org/I4210111959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065809011","display_name":"Zijian Lin","orcid":"https://orcid.org/0009-0007-2688-8174"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]},{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijian Lin","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","Ningbo Research Institute, Zhejiang University, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692","https://openalex.org/I4391767668"]},{"raw_affiliation_string":"Ningbo Research Institute, Zhejiang University, Ningbo, China","institution_ids":["https://openalex.org/I109935558","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101900580","display_name":"Yuanpeng Li","orcid":"https://orcid.org/0000-0001-9304-0084"},"institutions":[{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanpeng Li","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9304-0084","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692","https://openalex.org/I4391767668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100853782","display_name":"Jiong Jiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiong Jiang","raw_affiliation_strings":["Ningbo Electric Power Company, State Grid Corporation, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ningbo Electric Power Company, State Grid Corporation, Ningbo, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049549826","display_name":"Sailing He","orcid":"https://orcid.org/0000-0002-3401-1125"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]},{"id":"https://openalex.org/I4391767668","display_name":"State Key Laboratory of Modern Optical Instruments","ror":"https://ror.org/018fpas51","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767668","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sailing He","raw_affiliation_strings":["State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","Shanghai Institute for Advanced Study, Zhejiang University, Shanghai, China","Ningbo Research Institute, Zhejiang University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-3401-1125","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Modern Optical Instrumentations, Centre for Optical and Electromagnetic Research, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692","https://openalex.org/I4391767668"]},{"raw_affiliation_string":"Shanghai Institute for Advanced Study, Zhejiang University, Shanghai, China","institution_ids":["https://openalex.org/I4210111959"]},{"raw_affiliation_string":"Ningbo Research Institute, Zhejiang University, Ningbo, China","institution_ids":["https://openalex.org/I109935558","https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8152,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86215817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"85266","last_page":"85277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9993000030517578,"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":0.9993000030517578,"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9987999796867371,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8880742788314819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6833484768867493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6469136476516724},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5944845676422119},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5844992995262146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.487239271402359},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4197654724121094},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4187206029891968},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.36093658208847046},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.23517751693725586}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8880742788314819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6833484768867493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6469136476516724},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5944845676422119},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5844992995262146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.487239271402359},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4197654724121094},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4187206029891968},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36093658208847046},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.23517751693725586},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3197183","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3197183","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09852240.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8799df9719dc43f691da943359df539b","is_oa":true,"landing_page_url":"https://doaj.org/article/8799df9719dc43f691da943359df539b","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":"IEEE Access, Vol 10, Pp 85266-85277 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3197183","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3197183","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09852240.pdf","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":null,"license_id":null,"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/G3210153204","display_name":null,"funder_award_id":"No. 11621101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3329619599","display_name":null,"funder_award_id":"2022C03051","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7026257933","display_name":null,"funder_award_id":"11621101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4290712126.pdf","grobid_xml":"https://content.openalex.org/works/W4290712126.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1964057156","https://openalex.org/W2001790138","https://openalex.org/W2027327313","https://openalex.org/W2085261163","https://openalex.org/W2086330580","https://openalex.org/W2088235712","https://openalex.org/W2092116045","https://openalex.org/W2092622957","https://openalex.org/W2105303354","https://openalex.org/W2117248802","https://openalex.org/W2129404737","https://openalex.org/W2144412886","https://openalex.org/W2151103935","https://openalex.org/W2171646521","https://openalex.org/W2320444803","https://openalex.org/W2324342481","https://openalex.org/W2363721169","https://openalex.org/W2490477172","https://openalex.org/W2539901565","https://openalex.org/W2613783066","https://openalex.org/W2622826443","https://openalex.org/W2770233088","https://openalex.org/W2793714280","https://openalex.org/W2799767570","https://openalex.org/W2913109850","https://openalex.org/W2963221299","https://openalex.org/W3035606217","https://openalex.org/W3043075211","https://openalex.org/W3047057232","https://openalex.org/W3100205795","https://openalex.org/W3116564952","https://openalex.org/W3199643754","https://openalex.org/W4235838711","https://openalex.org/W4256017923","https://openalex.org/W6779975098","https://openalex.org/W6801460460"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2385371209","https://openalex.org/W4250051149","https://openalex.org/W2083270190","https://openalex.org/W3048601286","https://openalex.org/W2965925734"],"abstract_inverted_index":{"In":[0,49,203],"previous":[1,185],"studies,":[2],"the":[3,22,34,38,66,74,91,94,102,107,111,116,120,161,179,184,191,228,233,254,257,297],"keypoints":[4,67,108,234,241],"and":[5,72,96,99,140,174,196,225,235,242],"their":[6,47,237],"feature":[7,24,76,112,128,238,243],"descriptors":[8,244],"of":[9,26,37,93,183,193,253],"a":[10,27,54,69,82,145,171,175,208,272],"hyperspectral":[11,28,70,133,197,210,219,273],"image":[12,29,71,252],"have":[13],"not":[14,31,285],"received":[15],"enough":[16],"attention.":[17],"Compared":[18,277],"with":[19,135,144,256,278],"RGB":[20],"images,":[21],"rich":[23,43],"information":[25,169],"can":[30,167],"only":[32,286],"constrain":[33],"spatial":[35,95],"positions":[36],"keypoints,":[39],"but":[40,291],"also":[41,292],"provide":[42],"spectral":[44,97,176,251,289],"features":[45,92],"for":[46,88,125,190],"descriptors.":[48,77,129,239],"this":[50,204],"paper,":[51],"we":[52,206,216],"propose":[53,207],"deep":[55],"neural":[56],"network":[57],"method":[58,80,230,284],"called":[59],"Hyperspectral":[60,146,164],"SuperPoint":[61],"Network":[62],"(HSSPN)":[63],"to":[64,110,231,248,270],"detect":[65,232],"from":[68,221],"generate":[73],"corresponding":[75],"The":[78,151,260],"HSSPN":[79,153,229],"contains":[81,287],"Shared":[83,117],"Encoder":[84],"(which":[85],"is":[86,123],"responsible":[87,124],"fully":[89],"extracting":[90],"dimensions)":[98],"two":[100],"decoders:":[101],"Keypoint":[103],"Decoder":[104,122],"accurately":[105],"detects":[106],"according":[109],"map":[113],"outputted":[114],"by":[115],"Encoder,":[118],"while":[119],"Descriptor":[121],"generating":[126],"stable":[127],"We":[130],"collected":[131],"some":[132],"images":[134,220],"an":[136,155],"electronically":[137],"controlled":[138],"turntable,":[139],"then":[141,226,246],"annotated":[142],"them":[143],"Homographic":[147],"Adaptation":[148],"(HHA)":[149],"network.":[150],"trained":[152],"gave":[154],"excellent":[156],"keypoint":[157],"matching":[158],"performance":[159],"on":[160],"test":[162],"set.":[163],"3D":[165,172,194,211,261,274],"reconstruction":[166,186,195,212,262,275,298],"obtain":[168,271],"in":[170,214,296],"space":[173,177],"at":[178,264],"same":[180],"time.":[181],"Most":[182],"methods":[187],"are":[188,245,267],"separated":[189],"treatments":[192],"imaging,":[198],"which":[199,215],"require":[200],"complicated":[201],"registrations.":[202],"study,":[205],"SfM-based":[209],"method,":[213],"first":[217],"collect":[218],"multiple":[222],"viewing":[223],"angles,":[224],"apply":[227],"calculate":[236],"These":[240],"used":[247],"reconstruct":[249],"each":[250],"target":[255],"SfM":[258,281],"method.":[259],"models":[263],"these":[265],"wavelengths":[266],"simply":[268],"superimposed":[269],"model.":[276],"conventional":[279],"SIFT-based":[280],"methods,":[282],"our":[283],"richer":[288],"information,":[290],"achieves":[293],"better":[294],"results":[295],"accuracy.":[299]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
