{"id":"https://openalex.org/W2913883336","doi":"https://doi.org/10.1109/tip.2019.2896492","title":"Automatic Land Cover Reconstruction From Historical Aerial Images: An Evaluation of Features Extraction and Classification Algorithms","display_name":"Automatic Land Cover Reconstruction From Historical Aerial Images: An Evaluation of Features Extraction and Classification Algorithms","publication_year":2019,"publication_date":"2019-01-31","ids":{"openalex":"https://openalex.org/W2913883336","doi":"https://doi.org/10.1109/tip.2019.2896492","mag":"2913883336","pmid":"https://pubmed.ncbi.nlm.nih.gov/30714921"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2019.2896492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2019.2896492","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02003932","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051760635","display_name":"R\u00e9mi Ratajczak","orcid":"https://orcid.org/0000-0002-4963-0690"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Remi Ratajczak","raw_affiliation_strings":["Laboratoire d\u2019Informatique en Image et Syst\u00e8mes d\u2019information, University of Lyon, University of Lyon 2, Lyon, France"],"raw_orcid":"https://orcid.org/0000-0002-4963-0690","affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Informatique en Image et Syst\u00e8mes d\u2019information, University of Lyon, University of Lyon 2, Lyon, France","institution_ids":["https://openalex.org/I4210155607","https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081523913","display_name":"Carlos Crispim-Junior","orcid":"https://orcid.org/0000-0002-5577-5335"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Carlos Fernando Crispim-Junior","raw_affiliation_strings":["Laboratoire d\u2019Informatique en Image et Syst\u00e8mes d\u2019information, University of Lyon, University of Lyon 2, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Informatique en Image et Syst\u00e8mes d\u2019information, University of Lyon, University of Lyon 2, Lyon, France","institution_ids":["https://openalex.org/I4210155607","https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051440270","display_name":"\u00c9lodie Faure","orcid":"https://orcid.org/0000-0003-3321-6679"},"institutions":[{"id":"https://openalex.org/I4210105738","display_name":"Centre L\u00e9on B\u00e9rard","ror":"https://ror.org/01cmnjq37","country_code":"FR","type":"funder","lineage":["https://openalex.org/I4210105738"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Elodie Faure","raw_affiliation_strings":["Leon B\u00e9rard Center, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leon B\u00e9rard Center, Lyon, France","institution_ids":["https://openalex.org/I4210105738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082672081","display_name":"B\u00e9atrice Fervers","orcid":"https://orcid.org/0000-0003-3498-6499"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Beatrice Fervers","raw_affiliation_strings":["Lyon 1 University, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lyon 1 University, France","institution_ids":["https://openalex.org/I100532134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062034979","display_name":"Laure Tougne","orcid":"https://orcid.org/0000-0001-9208-6275"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210155607","display_name":"Laboratoire d'Informatique en Images et Syst\u00e8mes d'Information","ror":"https://ror.org/04dv4he91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210155607","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laure Tougne","raw_affiliation_strings":["Laboratoire d\u2019Informatique en Image et Syst\u00e8mes d\u2019information, University of Lyon, University of Lyon 2, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Informatique en Image et Syst\u00e8mes d\u2019information, University of Lyon, University of Lyon 2, Lyon, France","institution_ids":["https://openalex.org/I4210155607","https://openalex.org/I100532134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7992,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.96341741,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"28","issue":"7","first_page":"3357","last_page":"3371"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9983999729156494,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9983999729156494,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/computer-science","display_name":"Computer science","score":0.7103723287582397},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6819533109664917},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.517665445804596},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5165221095085144},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.4919547736644745},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.47940728068351746},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4781557023525238},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41480255126953125},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3649614453315735},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1554608941078186},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.1321028769016266},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1149272620677948}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7103723287582397},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6819533109664917},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.517665445804596},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5165221095085144},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.4919547736644745},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47940728068351746},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4781557023525238},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41480255126953125},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3649614453315735},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1554608941078186},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.1321028769016266},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1149272620677948},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2019.2896492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2019.2896492","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:30714921","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30714921","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:HAL:hal-02003932v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02003932","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Image Processing, In press, ⟨10.1109/TIP.2019.2896492⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02003932v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02003932","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Image Processing, In press, ⟨10.1109/TIP.2019.2896492⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G149851483","display_name":null,"funder_award_id":"ANR-10-LABX-0088/ANR-11-IDEX-0007","funder_id":"https://openalex.org/F4320322364","funder_display_name":"Labex"}],"funders":[{"id":"https://openalex.org/F4320322364","display_name":"Labex","ror":"https://ror.org/01cvsyf94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W819977924","https://openalex.org/W1498436455","https://openalex.org/W1528111013","https://openalex.org/W1574818812","https://openalex.org/W1607985379","https://openalex.org/W1686810756","https://openalex.org/W1858948098","https://openalex.org/W1866173756","https://openalex.org/W1967320885","https://openalex.org/W1975263210","https://openalex.org/W1975959625","https://openalex.org/W1976129996","https://openalex.org/W1983971365","https://openalex.org/W1985258161","https://openalex.org/W1991360699","https://openalex.org/W2017476767","https://openalex.org/W2029805699","https://openalex.org/W2040870580","https://openalex.org/W2044465660","https://openalex.org/W2063681017","https://openalex.org/W2069481589","https://openalex.org/W2080943853","https://openalex.org/W2087347434","https://openalex.org/W2090633205","https://openalex.org/W2098368939","https://openalex.org/W2101234009","https://openalex.org/W2108689535","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2131081720","https://openalex.org/W2146199714","https://openalex.org/W2147141800","https://openalex.org/W2147417069","https://openalex.org/W2156290445","https://openalex.org/W2159988601","https://openalex.org/W2163352848","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2293457052","https://openalex.org/W2316026218","https://openalex.org/W2402479123","https://openalex.org/W2417697885","https://openalex.org/W2518260411","https://openalex.org/W2548474720","https://openalex.org/W2551577104","https://openalex.org/W2604086375","https://openalex.org/W2608596745","https://openalex.org/W2652751060","https://openalex.org/W2736196856","https://openalex.org/W2740144340","https://openalex.org/W2756513782","https://openalex.org/W2759577323","https://openalex.org/W2782572382","https://openalex.org/W2791977337","https://openalex.org/W2795656559","https://openalex.org/W2911964244","https://openalex.org/W2950094539","https://openalex.org/W2963234238","https://openalex.org/W6629815555","https://openalex.org/W6637373629","https://openalex.org/W6646789938","https://openalex.org/W6675354045","https://openalex.org/W6681567129","https://openalex.org/W6684191040","https://openalex.org/W6739509182","https://openalex.org/W6746466744","https://openalex.org/W6750431778","https://openalex.org/W6803376173"],"related_works":["https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4239306820","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W2947043951","https://openalex.org/W4399188509","https://openalex.org/W2318112981","https://openalex.org/W4210874298"],"abstract_inverted_index":{"The":[0,228],"land":[1,97],"cover":[2,98],"reconstruction":[3,99],"from":[4,20,100],"monochromatic":[5,101],"historical":[6,102],"aerial":[7,103],"images":[8],"is":[9,165,186,217],"a":[10,80,106,174,189,206,220,240],"challenging":[11],"task":[12],"that":[13],"has":[14,126,137,161],"recently":[15],"attracted":[16],"an":[17,142,171,201],"increasing":[18],"interest":[19],"the":[21,25,38,42,56,64,84,93,96,119,130,147,168,192,198,214,235,248],"scientific":[22],"community":[23,45],"with":[24,129,247],"proliferation":[26],"of":[27,34,58,87,95,112,118,132,146,170,191,200,209,223],"large-scale":[28],"epidemiological":[29],"studies":[30],"involving":[31],"retrospective":[32],"analysis":[33,57],"spatial":[35,66],"patterns.":[36],"However,":[37],"efforts":[39],"made":[40],"by":[41,63],"computer":[43,88],"vision":[44,89],"in":[46,73,167],"remote-sensing":[47],"applications":[48],"are":[49,71],"mostly":[50],"focused":[51],"on":[52,234],"prospective":[53],"approaches":[54,250],"through":[55,197],"high-resolution":[59],"multi-spectral":[60],"data":[61],"acquired":[62],"advanced":[65],"programs.":[67],"Hence,":[68],"four":[69],"contributions":[70],"proposed":[72],"this":[74],"paper.":[75],"They":[76],"aim":[77],"at":[78],"providing":[79],"comparison":[81,144],"basis":[82],"for":[83],"future":[85],"development":[86],"algorithms":[90],"applied":[91],"to":[92],"automation":[94],"images.":[104],"First,":[105],"new":[107],"multi-scale":[108],"multi-date":[109],"dataset":[110,136,237],"composed":[111],"4.9":[113],"million":[114],"non-overlapping":[115],"annotated":[116],"patches":[117],"France":[120],"territory":[121],"between":[122],"1970":[123],"and":[124,152],"1990":[125],"been":[127,138,162],"created":[128],"help":[131],"geography":[133],"experts.":[134],"This":[135],"named":[139,180],"HistAerial.":[140],"Second,":[141],"extensive":[143],"study":[145],"state-of-the-art":[148,232],"texture":[149,178,211],"features":[150],"extraction":[151],"classification":[153],"algorithms,":[154],"including":[155,213],"deep":[156],"convolutional":[157],"neural":[158],"networks":[159],"(DCNNs),":[160],"performed.":[163],"It":[164],"presented":[166,187],"form":[169],"evaluation.":[172],"Third,":[173],"novel":[175,207],"low-dimensional":[176,210,242],"local":[177,182,224],"filter":[179,196,230],"rotated-corner":[181],"binary":[183,193,225],"pattern":[184],"(R-CRLBP)":[185],"as":[188,219],"simplification":[190],"gradient":[194],"contours":[195],"use":[199],"orthogonal":[202],"combination":[203,208,222],"representation.":[204],"Finally,":[205],"descriptors,":[212],"R-CRLBP":[215],"filter,":[216],"introduced":[218],"light":[221],"patterns":[226],"(LCoLBPs).":[227],"LCoLBP":[229],"achieved":[231],"results":[233],"HistAerial":[236],"while":[238],"conserving":[239],"relatively":[241],"feature":[243],"vector":[244],"space":[245],"compared":[246],"DCNN":[249],"(17":[251],"times":[252],"shorter).":[253]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}