{"id":"https://openalex.org/W2772762696","doi":"https://doi.org/10.1109/igarss.2017.8127717","title":"Multi-class constrained background suppression approach to hyperspectral image classification","display_name":"Multi-class constrained background suppression approach to hyperspectral image classification","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2772762696","doi":"https://doi.org/10.1109/igarss.2017.8127717","mag":"2772762696"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2017.8127717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2017.8127717","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","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/A5100624941","display_name":"Chunyan Yu","orcid":"https://orcid.org/0000-0002-9260-6629"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunyan Yu","raw_affiliation_strings":["Information and Technolozy College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Information and Technolozy College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100781917","display_name":"Bai Xue","orcid":"https://orcid.org/0000-0002-0881-9219"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]},{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Bai Xue","raw_affiliation_strings":["Department of Computer Science and Eletrical Engineering, University of Maryland, Baltimore County, USA","Information and Technolozy College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Eletrical Engineering, University of Maryland, Baltimore County, USA","institution_ids":["https://openalex.org/I79272384"]},{"raw_affiliation_string":"Information and Technolozy College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374604","display_name":"Yulei Wang","orcid":"https://orcid.org/0000-0001-6436-5883"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulei Wang","raw_affiliation_strings":["Information and Technolozy College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Information and Technolozy College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101405735","display_name":"Meiping Song","orcid":"https://orcid.org/0000-0002-4489-5470"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiping Song","raw_affiliation_strings":["Information and Technolozy College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Information and Technolozy College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403272","display_name":"Lin Wang","orcid":"https://orcid.org/0009-0004-2948-7219"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Wang","raw_affiliation_strings":["School of Physics and Optoelectronic Engineering, Xidian University, Xian, China"],"affiliations":[{"raw_affiliation_string":"School of Physics and Optoelectronic Engineering, Xidian University, Xian, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103276902","display_name":"Sen Li","orcid":"https://orcid.org/0000-0001-6422-1089"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Li","raw_affiliation_strings":["Information and Technolozy College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Information and Technolozy College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101889578","display_name":"Shih-Yu Chen","orcid":"https://orcid.org/0000-0003-3305-514X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shih-Yu Chen","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Yulin University of Science and Technology, Yulin, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Yulin University of Science and Technology, Yulin, Taiwan, ROC","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073412670","display_name":"Chein\u2010I Chang","orcid":"https://orcid.org/0000-0002-5450-4891"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chein-I Chang","raw_affiliation_strings":["Information and Technolozy College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Information and Technolozy College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100624941"],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":null,"apc_paid":null,"fwci":1.648,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8725246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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":0.9998999834060669,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9533246159553528},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7045614719390869},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6559715867042542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6148082613945007},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5252977013587952},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4429214596748352},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4225386381149292},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3844512104988098},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36648789048194885}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9533246159553528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7045614719390869},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6559715867042542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6148082613945007},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5252977013587952},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4429214596748352},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4225386381149292},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3844512104988098},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36648789048194885},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2017.8127717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2017.8127717","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","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":6,"referenced_works":["https://openalex.org/W2001298023","https://openalex.org/W2114819256","https://openalex.org/W2133059825","https://openalex.org/W2146365981","https://openalex.org/W2166923144","https://openalex.org/W2522698497"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2070598848","https://openalex.org/W2044184146","https://openalex.org/W2005234362","https://openalex.org/W2162970382","https://openalex.org/W1997235926"],"abstract_inverted_index":{"This":[0],"paper":[1],"extends":[2],"target-constrained":[3],"interference":[4],"minimized":[5],"filter":[6,31],"(TCIMF)":[7],"to":[8,20,32,39,49,58,68,107],"multiclass-constrained":[9],"background":[10],"suppression":[11],"classifier":[12],"(MCBSC)":[13],"for":[14,47],"hyperspectral":[15,45,70,84],"image":[16,71,85],"classification.":[17,72],"In":[18],"order":[19],"capture":[21],"spatial":[22],"contextual":[23],"information":[24],"MCBSC":[25,37,48,61,77],"makes":[26],"use":[27],"of":[28,44,90],"a":[29,35,41],"Gaussian":[30],"feed":[33],"back":[34],"Gaussian-filtered":[36],"map":[38],"create":[40],"new":[42],"set":[43],"images":[46],"be":[50],"re-implemented":[51],"again":[52],"in":[53,88,105],"an":[54],"iterative":[55,60],"manner,":[56],"referred":[57],"as":[59,95],"(IMCBSC).":[62],"Finally,":[63],"it":[64],"uses":[65],"Otsu's":[66],"method":[67],"perform":[69],"As":[73],"shown":[74],"by":[75],"experiments,":[76],"generally":[78],"performs":[79],"better":[80],"than":[81],"existing":[82],"spectral-spatial":[83],"classification":[86,96,99],"techniques":[87],"terms":[89],"several":[91],"quantitative":[92],"measures,":[93],"such":[94],"rate,":[97,100,102],"false":[98],"precision":[101],"accuracy":[103,109],"rate":[104],"addition":[106],"overall":[108],"(OA)":[110],"rate.":[111]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
