{"id":"https://openalex.org/W2027103233","doi":"https://doi.org/10.1109/geoinformatics.2010.5568055","title":"Application of Adaboost based ensemble SVM on IKONOS image classification","display_name":"Application of Adaboost based ensemble SVM on IKONOS image classification","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2027103233","doi":"https://doi.org/10.1109/geoinformatics.2010.5568055","mag":"2027103233"},"language":"en","primary_location":{"id":"doi:10.1109/geoinformatics.2010.5568055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2010.5568055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 18th International Conference on Geoinformatics","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/A5101552843","display_name":"Chengming Liu","orcid":"https://orcid.org/0000-0002-8650-4271"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengming Liu","raw_affiliation_strings":["School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","School of Geographic and Oceanographic Science, Nanjing University Nanjing China"],"affiliations":[{"raw_affiliation_string":"School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Geographic and Oceanographic Science, Nanjing University Nanjing China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101469341","display_name":"Manchun Li","orcid":"https://orcid.org/0000-0003-1088-309X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manchun Li","raw_affiliation_strings":["School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","School of Geographic and Oceanographic Science, Nanjing University Nanjing China"],"affiliations":[{"raw_affiliation_string":"School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Geographic and Oceanographic Science, Nanjing University Nanjing China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100617988","display_name":"Yongxue Liu","orcid":"https://orcid.org/0000-0002-6837-5015"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxue Liu","raw_affiliation_strings":["School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","School of Geographic and Oceanographic Science, Nanjing University Nanjing China"],"affiliations":[{"raw_affiliation_string":"School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Geographic and Oceanographic Science, Nanjing University Nanjing China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005605929","display_name":"Jieli Chen","orcid":"https://orcid.org/0000-0001-5446-9101"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jieli Chen","raw_affiliation_strings":["School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","School of Geographic and Oceanographic Science, Nanjing University Nanjing China"],"affiliations":[{"raw_affiliation_string":"School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Geographic and Oceanographic Science, Nanjing University Nanjing China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074475853","display_name":"Chenglei Shen","orcid":"https://orcid.org/0009-0000-3567-8071"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglei Shen","raw_affiliation_strings":["School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","School of Geographic and Oceanographic Science, Nanjing University Nanjing China"],"affiliations":[{"raw_affiliation_string":"School of Geographic & Oceanographic Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"School of Geographic and Oceanographic Science, Nanjing University Nanjing China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101552843"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11173441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9905999898910522,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9905999898910522,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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":0.9894000291824341,"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/adaboost","display_name":"AdaBoost","score":0.8983021974563599},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8812330961227417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7858763933181763},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7681074738502502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6670382022857666},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5271353721618652},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44571778178215027},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4432433843612671},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3947153389453888},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3732246160507202},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2030746340751648}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.8983021974563599},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8812330961227417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7858763933181763},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7681074738502502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6670382022857666},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5271353721618652},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44571778178215027},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4432433843612671},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3947153389453888},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3732246160507202},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2030746340751648},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/geoinformatics.2010.5568055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2010.5568055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 18th International Conference on Geoinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1540358749","https://openalex.org/W1987859285","https://openalex.org/W1988790447","https://openalex.org/W2090425484","https://openalex.org/W2108356508","https://openalex.org/W2148603752","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W7071374342"],"related_works":["https://openalex.org/W3039673966","https://openalex.org/W2002351707","https://openalex.org/W2035096001","https://openalex.org/W4293699968","https://openalex.org/W4312843811","https://openalex.org/W2923621274","https://openalex.org/W2327035729","https://openalex.org/W3112414093","https://openalex.org/W153201352","https://openalex.org/W2565656575"],"abstract_inverted_index":{"Classification":[0],"is":[1,65,112],"one":[2],"of":[3,27,45,55,63,91,97,110],"the":[4,43,60,70,77,89,95,104,107],"most":[5],"important":[6],"procedures":[7],"in":[8,53],"high-resolution":[9],"remotely":[10],"sensed":[11],"image":[12,22],"information":[13],"extraction.":[14],"This":[15],"paper":[16],"introduced":[17],"Adaboost-SVM":[18,49,98,111],"algorithm":[19],"to":[20,86],"IKONOS":[21],"classification.":[23],"The":[24,38],"classification":[25,56],"performance":[26],"Adabost-SVM":[28],"and":[29,35,59,99],"single":[30,51,84,100],"SVM":[31,52,85,101],"were":[32],"quantitatively":[33],"analyzed":[34],"qualitatively":[36],"evaluated.":[37],"results":[39],"show":[40],"that:":[41],"In":[42,88],"case":[44,90],"small":[46],"training":[47,61,93,108],"samples,":[48,94],"outperforms":[50],"terms":[54],"accuracy":[57],"greatly,":[58],"time":[62,72,109],"it":[64,73],"not":[66],"too":[67],"long.":[68],"At":[69],"same":[71],"can":[74],"deal":[75],"with":[76],"classes":[78],"which":[79],"are":[80,102],"difficult":[81],"for":[82],"a":[83],"identify.":[87],"big":[92],"generalization":[96],"basically":[103],"same,":[105],"but":[106],"unbearable.":[113]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}