{"id":"https://openalex.org/W2169194210","doi":"https://doi.org/10.1109/igarss.2011.6049173","title":"A context-based approach for the classification of Satellite Image Time Series","display_name":"A context-based approach for the classification of Satellite Image Time Series","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2169194210","doi":"https://doi.org/10.1109/igarss.2011.6049173","mag":"2169194210"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2011.6049173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2011.6049173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","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/A5090167453","display_name":"Camille Kurtz","orcid":"https://orcid.org/0000-0001-9254-7537"},"institutions":[{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Camille Kurtz","raw_affiliation_strings":["Rue Ren\u00e9 Descartes, University of Strasbourg, Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"Rue Ren\u00e9 Descartes, University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005781957","display_name":"Fran\u00e7ois Petitjean","orcid":"https://orcid.org/0000-0001-5334-3574"},"institutions":[{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Francois Petitjean","raw_affiliation_strings":["Rue Ren\u00e9 Descartes, University of Strasbourg, Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"Rue Ren\u00e9 Descartes, University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I68947357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031872978","display_name":"Pierre Gan\u00e7arski","orcid":"https://orcid.org/0000-0003-1230-6560"},"institutions":[{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Gancarski","raw_affiliation_strings":["Rue Ren\u00e9 Descartes, University of Strasbourg, Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"Rue Ren\u00e9 Descartes, University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I68947357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090167453"],"corresponding_institution_ids":["https://openalex.org/I68947357"],"apc_list":null,"apc_paid":null,"fwci":1.0085,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81910377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"495","last_page":"498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9933000206947327,"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"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.768380880355835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7419854402542114},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6739616394042969},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5814845561981201},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5442950129508972},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5387317538261414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5202449560165405},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5164566040039062},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.47922852635383606},{"id":"https://openalex.org/keywords/spatial-contextual-awareness","display_name":"Spatial contextual awareness","score":0.47365817427635193},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.461740106344223},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42594122886657715},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4215792715549469},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41926082968711853},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.384107768535614},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.33962613344192505},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18889084458351135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15111267566680908},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11016759276390076}],"concepts":[{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.768380880355835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7419854402542114},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6739616394042969},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5814845561981201},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5442950129508972},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5387317538261414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5202449560165405},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5164566040039062},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.47922852635383606},{"id":"https://openalex.org/C64754055","wikidata":"https://www.wikidata.org/wiki/Q7574053","display_name":"Spatial contextual awareness","level":2,"score":0.47365817427635193},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.461740106344223},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42594122886657715},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4215792715549469},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41926082968711853},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.384107768535614},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33962613344192505},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18889084458351135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15111267566680908},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11016759276390076},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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":1,"locations":[{"id":"doi:10.1109/igarss.2011.6049173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2011.6049173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1542756629","https://openalex.org/W1823181850","https://openalex.org/W1984792953","https://openalex.org/W1997480399","https://openalex.org/W2046634522","https://openalex.org/W2067191022","https://openalex.org/W2132222679","https://openalex.org/W2134919630","https://openalex.org/W2140023211","https://openalex.org/W2152414269","https://openalex.org/W2154874087","https://openalex.org/W2155404595","https://openalex.org/W2160544350","https://openalex.org/W2161336494"],"related_works":["https://openalex.org/W3135697610","https://openalex.org/W2085384747","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2088166309","https://openalex.org/W2044092692","https://openalex.org/W2614621130","https://openalex.org/W4289655544","https://openalex.org/W2547665164","https://openalex.org/W3103111272"],"abstract_inverted_index":{"Satellite":[0],"Image":[1],"Time":[2],"Series":[3],"(SITS)":[4],"analysis":[5,40,80,109],"is":[6],"an":[7],"important":[8],"domain":[9],"with":[10,66,71,87],"various":[11],"applications":[12],"in":[13,57,104],"land":[14],"study.":[15],"In":[16],"the":[17,50,64,91,97,100,105,108],"coming":[18],"years,":[19],"both":[20,36],"high":[21,24],"temporal":[22,37,79],"and":[23,38,52,96],"spatial":[25,39,68],"resolution":[26],"SITS":[27],"will":[28],"be":[29,82],"available.":[30],"This":[31],"article":[32],"aims":[33],"at":[34],"providing":[35],"of":[41,49,63,93,99,107,110],"SITS.":[42,111],"We":[43],"propose":[44],"first":[45],"segmenting":[46],"each":[47,61],"image":[48],"series,":[51],"then":[53],"using":[54],"these":[55],"segmentations":[56],"order":[58],"to":[59],"characterize":[60],"pixel":[62],"data":[65],"a":[67],"dimension":[69],"(i.e.":[70],"contextual":[72],"information).":[73],"Providing":[74],"spatially":[75],"characterized":[76],"pixels,":[77],"pixel-based":[78],"can":[81],"performed.":[83],"Experiments":[84],"carried":[85],"out":[86],"this":[88,94],"methodology":[89],"show":[90],"relevance":[92],"approach":[95],"significance":[98],"resulting":[101],"extracted":[102],"patterns":[103],"context":[106]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}