{"id":"https://openalex.org/W2901022921","doi":"https://doi.org/10.1109/igarss.2018.8519298","title":"Texture Classification of Very High Resolution UAS Imagery Using a Graphics Processing Unit","display_name":"Texture Classification of Very High Resolution UAS Imagery Using a Graphics Processing Unit","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2901022921","doi":"https://doi.org/10.1109/igarss.2018.8519298","mag":"2901022921"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2018.8519298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8519298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 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/A5019337252","display_name":"Sathishkumar Samiappan","orcid":"https://orcid.org/0000-0002-8443-883X"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sathishkumar Samiappan","raw_affiliation_strings":["Geosystems Research Institute, Mississippi State University, Starkville, MS, USA"],"affiliations":[{"raw_affiliation_string":"Geosystems Research Institute, Mississippi State University, Starkville, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061706038","display_name":"Luan Casagrande","orcid":"https://orcid.org/0000-0002-1494-2221"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luan Casagrande","raw_affiliation_strings":["Universidade Federal de Santa Catarina, Ararangua, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Santa Catarina, Ararangua, SC, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082992995","display_name":"Gustavo Mello Machado","orcid":"https://orcid.org/0000-0002-6664-6838"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Mello Machado","raw_affiliation_strings":["Universidade Federal de Santa Catarina, Ararangua, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Santa Catarina, Ararangua, SC, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058395168","display_name":"Gray Turnage","orcid":"https://orcid.org/0000-0001-6337-6329"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gray Turnage","raw_affiliation_strings":["Geosystems Research Institute, Mississippi State University, Starkville, MS, USA"],"affiliations":[{"raw_affiliation_string":"Geosystems Research Institute, Mississippi State University, Starkville, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025024817","display_name":"Lee Hathcock","orcid":"https://orcid.org/0000-0003-2525-4720"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lee Hathcock","raw_affiliation_strings":["Geosystems Research Institute, Mississippi State University, Starkville, MS, USA"],"affiliations":[{"raw_affiliation_string":"Geosystems Research Institute, Mississippi State University, Starkville, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056355204","display_name":"Robert Moorhead","orcid":"https://orcid.org/0000-0002-4642-7873"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Moorhead","raw_affiliation_strings":["Geosystems Research Institute, Mississippi State University, Starkville, MS, USA"],"affiliations":[{"raw_affiliation_string":"Geosystems Research Institute, Mississippi State University, Starkville, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081134905","display_name":"John E. Ball","orcid":"https://orcid.org/0000-0002-6774-4851"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Ball","raw_affiliation_strings":["Geosystems Research Institute, Mississippi State University, Starkville, MS, USA"],"affiliations":[{"raw_affiliation_string":"Geosystems Research Institute, Mississippi State University, Starkville, MS, USA","institution_ids":["https://openalex.org/I99041443"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5019337252"],"corresponding_institution_ids":["https://openalex.org/I99041443"],"apc_list":null,"apc_paid":null,"fwci":0.1304,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50693699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"6476","last_page":"6479"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.9453999996185303,"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/computer-science","display_name":"Computer science","score":0.8271845579147339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6762723922729492},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.6760879755020142},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6363162398338318},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48132312297821045},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48041844367980957},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4744240641593933},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.47140955924987793},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.44138801097869873},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.42349714040756226},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41505885124206543},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.19161775708198547},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13356104493141174},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.08610135316848755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8271845579147339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6762723922729492},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.6760879755020142},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6363162398338318},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48132312297821045},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48041844367980957},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4744240641593933},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.47140955924987793},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.44138801097869873},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.42349714040756226},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41505885124206543},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.19161775708198547},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13356104493141174},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.08610135316848755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2018.8519298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8519298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","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":18,"referenced_works":["https://openalex.org/W2044465660","https://openalex.org/W2063564951","https://openalex.org/W2063907334","https://openalex.org/W2134326534","https://openalex.org/W2159481344","https://openalex.org/W2161907987","https://openalex.org/W2321514239","https://openalex.org/W2344624618","https://openalex.org/W2560272190","https://openalex.org/W2567495574","https://openalex.org/W2574426255","https://openalex.org/W2766263458","https://openalex.org/W2768030787","https://openalex.org/W2782264647","https://openalex.org/W2799821644","https://openalex.org/W4250271819","https://openalex.org/W6731425326","https://openalex.org/W6745183545"],"related_works":["https://openalex.org/W2294901673","https://openalex.org/W2370647676","https://openalex.org/W2026273960","https://openalex.org/W1991317003","https://openalex.org/W2982642565","https://openalex.org/W2220968517","https://openalex.org/W2005234362","https://openalex.org/W2162970382","https://openalex.org/W1997235926","https://openalex.org/W2764495645"],"abstract_inverted_index":{"The":[0,81,95],"high":[1],"computational":[2],"demands":[3],"of":[4,32,52,65,97,103],"classifying":[5,33],"very":[6],"high-resolution":[7],"(VHR)":[8],"imagery":[9,46],"calls":[10],"for":[11,20,70],"efficient":[12],"implementations":[13],"such":[14],"as":[15],"parallel":[16],"processing,":[17],"in":[18],"particular,":[19],"computing":[21],"on":[22,87],"Graphics":[23],"Processing":[24,114],"Units":[25],"(GPUs).":[26],"In":[27],"this":[28],"work,":[29],"a":[30,48,57,76,90,111],"problem":[31],"invasive":[34],"Phragmites":[35],"australis":[36],"from":[37],"other":[38],"vegetation":[39],"is":[40],"considered.":[41],"This":[42],"study":[43,99],"uses":[44,89],"VHR":[45],"with":[47,75],"ground":[49],"sampling":[50],"distance":[51],"25":[53],"centimeters":[54],"acquired":[55],"using":[56],"small-unmanned":[58],"aerial":[59],"system.":[60],"We":[61],"studied":[62],"the":[63,98,101],"use":[64,102],"Compute":[66],"Unified":[67],"Device":[68],"Architecture":[69],"two":[71],"feature":[72],"extraction":[73,83],"methods":[74],"probabilistic":[77],"neural":[78],"network":[79],"classifier.":[80],"texture":[82],"and":[84,92],"parameter":[85],"optimization":[86],"GPUs":[88,104],"divide":[91],"conquer":[93],"strategy.":[94],"results":[96],"show":[100],"significantly":[105],"increased":[106],"speed":[107],"when":[108],"compared":[109],"to":[110],"traditional":[112],"Central":[113],"Unit":[115],"based":[116],"classification":[117],"setup.":[118]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
