{"id":"https://openalex.org/W2765189395","doi":"https://doi.org/10.1109/whispers.2014.8077627","title":"Support tensor machine with local pixel neighborhood for hyperspectral image classification","display_name":"Support tensor machine with local pixel neighborhood for hyperspectral image classification","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2765189395","doi":"https://doi.org/10.1109/whispers.2014.8077627","mag":"2765189395"},"language":"en","primary_location":{"id":"doi:10.1109/whispers.2014.8077627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2014.8077627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5078971977","display_name":"Xian Guo","orcid":"https://orcid.org/0000-0003-3793-1207"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian Guo","raw_affiliation_strings":["The State Key Laboratory of Information Engineering in Surveying Mapping, and Remote Sensing, Wuhan University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Information Engineering in Surveying Mapping, and Remote Sensing, Wuhan University, P.R. China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031729932","display_name":"Xin Huang","orcid":"https://orcid.org/0000-0002-5625-0338"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Huang","raw_affiliation_strings":["The State Key Laboratory of Information Engineering in Surveying Mapping, and Remote Sensing, Wuhan University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Information Engineering in Surveying Mapping, and Remote Sensing, Wuhan University, P.R. China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673818","display_name":"Liangpei Zhang","orcid":"https://orcid.org/0000-0001-6890-3650"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangpei Zhang","raw_affiliation_strings":["School of Computer, Wuhan University, P.R. China","The State Key Laboratory of Information Engineering in Surveying Mapping, and Remote Sensing, Wuhan University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Wuhan University, P.R. China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"The State Key Laboratory of Information Engineering in Surveying Mapping, and Remote Sensing, Wuhan University, P.R. China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024278302","display_name":"Lefei Zhang","orcid":"https://orcid.org/0000-0003-0542-2280"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lefei Zhang","raw_affiliation_strings":["School of Computer, Wuhan University, P.R. China","The State Key Laboratory of Information Engineering in Surveying Mapping, and Remote Sensing, Wuhan University, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Wuhan University, P.R. China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"The State Key Laboratory of Information Engineering in Surveying Mapping, and Remote Sensing, Wuhan University, P.R. China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.40635565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9995999932289124,"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":0.9995999932289124,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9902999997138977,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8509472608566284},{"id":"https://openalex.org/keywords/multilinear-algebra","display_name":"Multilinear algebra","score":0.8189884424209595},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7439389824867249},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6987764835357666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6891571283340454},{"id":"https://openalex.org/keywords/data-cube","display_name":"Data cube","score":0.663457989692688},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6434187889099121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6401472091674805},{"id":"https://openalex.org/keywords/multilinear-map","display_name":"Multilinear map","score":0.593981921672821},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.568671703338623},{"id":"https://openalex.org/keywords/structure-tensor","display_name":"Structure tensor","score":0.45351946353912354},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4475470781326294},{"id":"https://openalex.org/keywords/spectral-space","display_name":"Spectral space","score":0.4327571392059326},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41974085569381714},{"id":"https://openalex.org/keywords/cube","display_name":"Cube (algebra)","score":0.41439124941825867},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.41147828102111816},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.33876341581344604},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3068109154701233},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29244470596313477},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.23375558853149414},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17704364657402039},{"id":"https://openalex.org/keywords/algebra-over-a-field","display_name":"Algebra over a field","score":0.07939854264259338}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8509472608566284},{"id":"https://openalex.org/C60321788","wikidata":"https://www.wikidata.org/wiki/Q1197190","display_name":"Multilinear algebra","level":5,"score":0.8189884424209595},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7439389824867249},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6987764835357666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6891571283340454},{"id":"https://openalex.org/C78168278","wikidata":"https://www.wikidata.org/wiki/Q5227269","display_name":"Data cube","level":2,"score":0.663457989692688},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6434187889099121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6401472091674805},{"id":"https://openalex.org/C84392682","wikidata":"https://www.wikidata.org/wiki/Q1952404","display_name":"Multilinear map","level":2,"score":0.593981921672821},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.568671703338623},{"id":"https://openalex.org/C113315163","wikidata":"https://www.wikidata.org/wiki/Q7625159","display_name":"Structure tensor","level":3,"score":0.45351946353912354},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4475470781326294},{"id":"https://openalex.org/C2778740170","wikidata":"https://www.wikidata.org/wiki/Q7575210","display_name":"Spectral space","level":2,"score":0.4327571392059326},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41974085569381714},{"id":"https://openalex.org/C53051483","wikidata":"https://www.wikidata.org/wiki/Q861555","display_name":"Cube (algebra)","level":2,"score":0.41439124941825867},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.41147828102111816},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.33876341581344604},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3068109154701233},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29244470596313477},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.23375558853149414},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17704364657402039},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.07939854264259338},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138354692","wikidata":"https://www.wikidata.org/wiki/Q1231309","display_name":"Division algebra","level":4,"score":0.0},{"id":"https://openalex.org/C169171071","wikidata":"https://www.wikidata.org/wiki/Q5449241","display_name":"Filtered algebra","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/whispers.2014.8077627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/whispers.2014.8077627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W32702425","https://openalex.org/W1969352102","https://openalex.org/W1974981350","https://openalex.org/W2003905570","https://openalex.org/W2005107184","https://openalex.org/W2011256616","https://openalex.org/W2024165284","https://openalex.org/W2031049553","https://openalex.org/W2044465660","https://openalex.org/W2108728387","https://openalex.org/W2126740276","https://openalex.org/W2132549764","https://openalex.org/W2136251662","https://openalex.org/W3146366344","https://openalex.org/W4229749918","https://openalex.org/W6792790011"],"related_works":["https://openalex.org/W2071105597","https://openalex.org/W2242909499","https://openalex.org/W2405717268","https://openalex.org/W2946637708","https://openalex.org/W4235893778","https://openalex.org/W2100779717","https://openalex.org/W3189506985","https://openalex.org/W2901391673","https://openalex.org/W2113055885","https://openalex.org/W2162619561"],"abstract_inverted_index":{"A":[0],"multiclass":[1],"support":[2,83,90],"tensor":[3,72,91],"machine":[4,85,92],"(STM)":[5],"for":[6,26],"the":[7,21,48,71,76,94,105,112],"classification":[8],"of":[9,32,58],"remotely-sensed":[10],"imagery":[11,50],"is":[12,56],"investigated":[13],"in":[14,62,79],"this":[15],"study":[16],"aiming":[17],"at":[18],"simultaneously":[19],"exploiting":[20],"spectral":[22,64],"and":[23,55,65,74],"spatial":[24,66],"information":[25],"accurate":[27],"image":[28,102],"interpretation.":[29],"Spatial":[30],"relationship":[31],"neighboring":[33],"pixels":[34],"has":[35,86],"been":[36,87],"taken":[37],"into":[38],"consideration":[39],"by":[40,93],"a":[41,53],"local":[42,49],"pixel":[43],"neighborhood":[44],"(LPN),":[45],"which":[46],"processes":[47],"patch":[51],"as":[52],"cube,":[54],"capable":[57],"separating":[59],"land":[60],"classes":[61],"both":[63],"domains.":[67],"To":[68],"deal":[69],"with":[70],"data":[73,77],"keep":[75],"structure":[78],"high-order":[80],"feature":[81],"space,":[82],"vector":[84],"extended":[88],"to":[89],"multilinear":[95],"algebra.":[96],"Experiments":[97],"conducted":[98],"on":[99],"AVIRIS":[100],"hyperspectral":[101],"revealed":[103],"that":[104],"STM":[106],"achieved":[107],"much":[108],"better":[109],"results":[110],"than":[111],"standard":[113],"SVM":[114],"classifier.":[115]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
