{"id":"https://openalex.org/W2971131763","doi":"https://doi.org/10.1109/icip.2019.8803351","title":"Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images","display_name":"Causal Markov Mesh Hierarchical Modeling for the Contextual Classification of Multiresolution Satellite Images","publication_year":2019,"publication_date":"2019-08-26","ids":{"openalex":"https://openalex.org/W2971131763","doi":"https://doi.org/10.1109/icip.2019.8803351","mag":"2971131763"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2019.8803351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8803351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5026292374","display_name":"Alessandro Montaldo","orcid":null},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Montaldo","raw_affiliation_strings":["University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020314840","display_name":"Luca Fronda","orcid":null},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Fronda","raw_affiliation_strings":["University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009677880","display_name":"Ihsen Hedhli","orcid":"https://orcid.org/0000-0001-9452-3221"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"I. Hedhli","raw_affiliation_strings":["Universit\u00e9 Laval, Quebec City, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Laval, Quebec City, QC, Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012936131","display_name":"Gabriele Moser","orcid":"https://orcid.org/0000-0002-3796-2938"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Moser","raw_affiliation_strings":["University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041360967","display_name":"Sebastiano B. Serpico","orcid":"https://orcid.org/0000-0001-9858-7230"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. B. Serpico","raw_affiliation_strings":["University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018158883","display_name":"Josiane Zerubia","orcid":"https://orcid.org/0000-0002-7444-0856"},"institutions":[{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210126779","display_name":"Observatoire de la C\u00f4te d\u2019Azur","ror":"https://ror.org/039fj2469","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I201841394","https://openalex.org/I4210126779"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Zerubia","raw_affiliation_strings":["Universit\u00e9 Cote d'Azur, Nice, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Cote d'Azur, Nice, France","institution_ids":["https://openalex.org/I201841394","https://openalex.org/I4210126779"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7833,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.665625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"29","issue":null,"first_page":"2716","last_page":"2720"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9995999932289124,"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":0.9995999932289124,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9922999739646912,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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":0.7551990747451782},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5853942036628723},{"id":"https://openalex.org/keywords/panchromatic-film","display_name":"Panchromatic film","score":0.5800677537918091},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5521727800369263},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5473329424858093},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5096070766448975},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4649468958377838},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.46469661593437195},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4507078528404236},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.4391048550605774},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4327061176300049},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.4167099595069885},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3628126382827759},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36239302158355713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3392910361289978},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.26762980222702026},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.13265857100486755},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10245800018310547}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7551990747451782},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5853942036628723},{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.5800677537918091},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5521727800369263},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5473329424858093},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5096070766448975},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4649468958377838},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.46469661593437195},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4507078528404236},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.4391048550605774},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4327061176300049},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.4167099595069885},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3628126382827759},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36239302158355713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3392910361289978},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.26762980222702026},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.13265857100486755},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10245800018310547},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2019.8803351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8803351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unige.it:11567/1012751","is_oa":false,"landing_page_url":"http://hdl.handle.net/11567/1012751","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W137456267","https://openalex.org/W621353976","https://openalex.org/W1678356000","https://openalex.org/W1971478845","https://openalex.org/W2008530952","https://openalex.org/W2056132907","https://openalex.org/W2064903336","https://openalex.org/W2065989428","https://openalex.org/W2073385196","https://openalex.org/W2099345379","https://openalex.org/W2101141911","https://openalex.org/W2102218435","https://openalex.org/W2139549194","https://openalex.org/W2150757437","https://openalex.org/W2162021123","https://openalex.org/W2293264500","https://openalex.org/W2339428543","https://openalex.org/W2412925410","https://openalex.org/W2464977781","https://openalex.org/W2612918980","https://openalex.org/W2784226479","https://openalex.org/W2911964244","https://openalex.org/W2984176366","https://openalex.org/W4213262319","https://openalex.org/W4285529816","https://openalex.org/W6769431679"],"related_works":["https://openalex.org/W48989663","https://openalex.org/W2084326697","https://openalex.org/W2027903142","https://openalex.org/W2354322608","https://openalex.org/W2804608325","https://openalex.org/W2077211377","https://openalex.org/W2186675474","https://openalex.org/W2387462590","https://openalex.org/W2056274461","https://openalex.org/W2368739446"],"abstract_inverted_index":{"In":[0],"this":[1,27,83,118],"paper,":[2],"we":[3,46,60,76,86,107],"address":[4],"the":[5,8,16,66,79,88,91,100,104,109,112,122],"problem":[6,28],"of":[7,11,30,69,82,90,103,111],"joint":[9],"classification":[10,68],"multiple":[12],"images":[13,132],"acquired":[14],"on":[15,78],"same":[17],"scene":[18],"at":[19],"different":[20],"spatial":[21],"resolutions.":[22],"From":[23,42],"an":[24],"application":[25],"viewpoint,":[26],"is":[29],"importance":[31],"in":[32],"several":[33],"contexts,":[34],"including,":[35],"most":[36],"remarkably,":[37],"satellite":[38,131],"and":[39,52,64,71,120,129],"aerial":[40],"imagery.":[41],"a":[43,48,54,93],"methodological":[44,80],"perspective,":[45],"use":[47],"probabilistic":[49],"graphical":[50],"approach":[51],"adopt":[53],"hierarchical":[55],"Markov":[56],"mesh":[57],"framework":[58],"that":[59],"have":[61],"recently":[62],"developed":[63],"models":[65],"spatial-contextual":[67],"multiresolution":[70],"possibly":[72],"multisensor":[73],"images.":[74],"Here,":[75],"focus":[77],"properties":[81],"framework.":[84],"First,":[85],"prove":[87,108],"causality":[89],"model,":[92],"highly":[94],"desirable":[95],"property":[96],"with":[97,127],"respect":[98],"to":[99],"computational":[101],"cost":[102],"inference.":[105],"Then,":[106],"expression":[110],"marginal":[113],"posterior":[114],"mode":[115],"criterion":[116],"for":[117],"model":[119],"discuss":[121],"related":[123],"assumptions.":[124],"Experimental":[125],"results":[126],"multi-spectral":[128],"panchromatic":[130],"are":[133],"also":[134],"presented.":[135]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}