{"id":"https://openalex.org/W1980971377","doi":"https://doi.org/10.1109/socpar.2010.5686099","title":"Spectral and spatial classification of earthquake images by support vector selection and adaptation","display_name":"Spectral and spatial classification of earthquake images by support vector selection and adaptation","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W1980971377","doi":"https://doi.org/10.1109/socpar.2010.5686099","mag":"1980971377"},"language":"en","primary_location":{"id":"doi:10.1109/socpar.2010.5686099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2010.5686099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference of Soft Computing and Pattern Recognition","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/A5109951965","display_name":"Gulsen Taskm Kaya","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Gulsen Taskm Kaya","raw_affiliation_strings":["Computational Science & Engineering, Istanbul Technical University, Istanbul, Turkey","Istanbul Technical University, Computational Science & Engineering, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Computational Science & Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Istanbul Technical University, Computational Science & Engineering, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083478920","display_name":"Okan K. Ersoy","orcid":"https://orcid.org/0000-0002-7626-0584"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Okan K. Ersoy","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","Purdue University, School Of Electrical and Computer Engineering, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Purdue University, School Of Electrical and Computer Engineering, West Lafayette, IN, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002812626","display_name":"Mustafa E. Kama\u015fak","orcid":"https://orcid.org/0000-0002-5050-3357"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa E. Kamasak","raw_affiliation_strings":["Computational Science & Engineering, Istanbul Technical University, Istanbul, Turkey","Istanbul Technical Univ, Computer Engineering, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Computational Science & Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Istanbul Technical Univ, Computer Engineering, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109951965"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.1187801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2714","issue":null,"first_page":"194","last_page":"197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9847999811172485,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9839000105857849,"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/support-vector-machine","display_name":"Support vector machine","score":0.6594820022583008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6404895782470703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5621401071548462},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5263779759407043},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.49781274795532227},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.46821287274360657},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.45139452815055847},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.43755123019218445},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4366689622402191},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.43520939350128174},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4318754971027374},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4308927655220032},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.38344693183898926},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3493083715438843},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.30964556336402893},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24120178818702698}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6594820022583008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6404895782470703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5621401071548462},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5263779759407043},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.49781274795532227},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.46821287274360657},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.45139452815055847},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.43755123019218445},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4366689622402191},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.43520939350128174},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4318754971027374},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4308927655220032},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38344693183898926},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3493083715438843},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.30964556336402893},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24120178818702698},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/socpar.2010.5686099","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2010.5686099","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference of Soft Computing and Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/54902","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/54902","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7699999809265137,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W628438000","https://openalex.org/W1490760466","https://openalex.org/W1553008842","https://openalex.org/W1652620572","https://openalex.org/W1989617207","https://openalex.org/W2043665634","https://openalex.org/W2096483002","https://openalex.org/W2105885845","https://openalex.org/W2110577485","https://openalex.org/W2120685511","https://openalex.org/W2168950680","https://openalex.org/W2478493250","https://openalex.org/W4205687621","https://openalex.org/W4285719527","https://openalex.org/W4320339642","https://openalex.org/W6676520809"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W2044092692","https://openalex.org/W2614621130","https://openalex.org/W4289655544","https://openalex.org/W2547665164","https://openalex.org/W3103111272","https://openalex.org/W2046697080"],"abstract_inverted_index":{"The":[0],"aim":[1],"of":[2,32,70,96],"this":[3,24],"study":[4],"is":[5],"to":[6,22,37,83],"extract":[7,38],"homogenous":[8,40],"and":[9,21,41,51,63,74],"edge":[10,42],"regions":[11,43],"from":[12,44,94],"a":[13,47,91],"post-earthquake":[14],"Quickbird":[15],"satellite":[16],"image":[17],"with":[18,27],"high":[19],"resolution":[20],"combine":[23],"spatial":[25,48],"information":[26,29],"spectral":[28],"in":[30,68,81,98],"classification":[31,69,76,87],"earthquake":[33,71],"damage.":[34,72],"In":[35],"order":[36,82],"the":[39,45],"image,":[46],"filtering":[49],"approach":[50],"Canny":[52],"filter":[53],"were":[54,77],"used.":[55],"A":[56],"novel":[57],"method":[58],"called":[59],"support":[60],"vector":[61],"selection":[62],"adaptation":[64],"(SVSA)":[65],"was":[66,100],"used":[67],"Pixel":[73],"texture-based":[75],"separately":[78],"carried":[79],"out":[80],"show":[84],"their":[85],"comparative":[86],"performance.":[88],"For":[89],"implementation,":[90],"small":[92],"region":[93],"city":[95],"Bam":[97],"Iran":[99],"selected.":[101]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}