{"id":"https://openalex.org/W1974619149","doi":"https://doi.org/10.1109/igarss.2012.6351545","title":"Pixel and region based temporal classification fusion for HR Satellite Image Time Series","display_name":"Pixel and region based temporal classification fusion for HR Satellite Image Time Series","publication_year":2012,"publication_date":"2012-07-01","ids":{"openalex":"https://openalex.org/W1974619149","doi":"https://doi.org/10.1109/igarss.2012.6351545","mag":"1974619149"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2012.6351545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 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/A5067944680","display_name":"S. R\u00e9jichi","orcid":null},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"S. Rejichi","raw_affiliation_strings":["SupCom, COSIM laboratory, Carthage University, Tunisia","Carthage University, Sup'Com, COSIM laboratory, Tunisia"],"affiliations":[{"raw_affiliation_string":"SupCom, COSIM laboratory, Carthage University, Tunisia","institution_ids":["https://openalex.org/I179097149"]},{"raw_affiliation_string":"Carthage University, Sup'Com, COSIM laboratory, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013345589","display_name":"Ferdaous Chaabane","orcid":"https://orcid.org/0000-0001-6681-753X"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"F. Chaabane","raw_affiliation_strings":["SupCom, COSIM laboratory, Carthage University, Tunisia","Carthage University, Sup'Com, COSIM laboratory, Tunisia"],"affiliations":[{"raw_affiliation_string":"SupCom, COSIM laboratory, Carthage University, Tunisia","institution_ids":["https://openalex.org/I179097149"]},{"raw_affiliation_string":"Carthage University, Sup'Com, COSIM laboratory, Tunisia","institution_ids":["https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067944680"],"corresponding_institution_ids":["https://openalex.org/I179097149"],"apc_list":null,"apc_paid":null,"fwci":2.6024,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89709596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"435","last_page":"438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9933000206947327,"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":0.9933000206947327,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/support-vector-machine","display_name":"Support vector machine","score":0.8097583055496216},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6779077053070068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6687625646591187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.665096640586853},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6449504494667053},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5963405966758728},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5771788358688354},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.528251588344574},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.4601510167121887},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4552243947982788},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3270863890647888},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.2802591919898987},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2774621248245239},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14433249831199646},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.12764030694961548}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8097583055496216},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6779077053070068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6687625646591187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.665096640586853},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6449504494667053},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5963405966758728},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5771788358688354},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.528251588344574},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.4601510167121887},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4552243947982788},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3270863890647888},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.2802591919898987},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2774621248245239},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14433249831199646},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.12764030694961548},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2012.6351545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2012.6351545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W769391393","https://openalex.org/W1534645033","https://openalex.org/W1542756629","https://openalex.org/W1618905105","https://openalex.org/W1835509607","https://openalex.org/W2012981200","https://openalex.org/W2152004768","https://openalex.org/W6638258969"],"related_works":["https://openalex.org/W1603091392","https://openalex.org/W3095395190","https://openalex.org/W3123056048","https://openalex.org/W3100948281","https://openalex.org/W2408517584","https://openalex.org/W4389428786","https://openalex.org/W3118942106","https://openalex.org/W2621334777","https://openalex.org/W1983263273","https://openalex.org/W1558903433"],"abstract_inverted_index":{"Satellite":[0],"Image":[1],"Time":[2],"Series":[3],"(SITS)":[4],"are":[5],"a":[6,22,36,40,43,56,73],"very":[7],"useful":[8],"source":[9],"of":[10],"information":[11],"for":[12,15,27],"geoscientists":[13],"especially":[14],"land":[16],"cover":[17],"monitoring.":[18],"In":[19],"this":[20],"paper":[21],"new":[23],"temporal":[24,83],"classification":[25],"approach":[26],"High":[28],"Resolution":[29],"(HR)":[30],"SITS":[31],"is":[32,53,66,78],"proposed.":[33],"It":[34],"suggests":[35],"Bayesian":[37],"combination":[38],"between":[39],"pixel":[41,70],"and":[42],"region,":[44],"SVM":[45,52,64,76],"(Support":[46],"Vector":[47],"Machine)":[48],"based":[49,63,75],"techniques":[50],"where":[51],"considered":[54,79],"as":[55],"probabilistic":[57],"classifier.":[58],"RBF":[59],"(Radial":[60],"Basis":[61],"Function)":[62],"kernel":[65,77],"used":[67],"to":[68,80],"classify":[69],"evolution":[71],"while":[72],"graph":[74],"analyze":[81],"region":[82],"behavior.":[84]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
