{"id":"https://openalex.org/W2782797720","doi":"https://doi.org/10.1109/ispacs.2017.8266571","title":"A method to enhance the deep learning in an aerial image","display_name":"A method to enhance the deep learning in an aerial image","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2782797720","doi":"https://doi.org/10.1109/ispacs.2017.8266571","mag":"2782797720"},"language":"en","primary_location":{"id":"doi:10.1109/ispacs.2017.8266571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs.2017.8266571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.lib.uts.edu.au/bitstream/10453/127369/4/722B6385-4B6A-4541-88BC-E619EFD44C9C%20%20%20AM.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071353735","display_name":"Kuang-Pen Chou","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Kuang-Pen Chou","raw_affiliation_strings":["Institute of Computer Science and Engineering, National Chiao-Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science and Engineering, National Chiao-Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100724984","display_name":"Dong-Lin Li","orcid":"https://orcid.org/0000-0003-2618-7718"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Dong-Lin Li","raw_affiliation_strings":["Institute of Electrical and Control Engineering, National Chiao-Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Electrical and Control Engineering, National Chiao-Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006355592","display_name":"Mukesh Prasad","orcid":"https://orcid.org/0000-0002-7745-9667"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mukesh Prasad","raw_affiliation_strings":["FEIT, University of Technology, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"FEIT, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058936239","display_name":"Chin\u2010Teng Lin","orcid":"https://orcid.org/0000-0001-8371-8197"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chin-Teng Lin","raw_affiliation_strings":["FEIT, University of Technology, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"FEIT, University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015123324","display_name":"Wen\u2010Chieh Lin","orcid":"https://orcid.org/0000-0002-9704-5373"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Chieh Lin","raw_affiliation_strings":["Department of Computer Science, National Chiao-Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Chiao-Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071353735"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15728134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":null,"first_page":"724","last_page":"728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9455000162124634,"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":0.9455000162124634,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9333000183105469,"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/computer-science","display_name":"Computer science","score":0.8052098155021667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.714754045009613},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.7063566446304321},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6292548179626465},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5866488814353943},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5285212993621826},{"id":"https://openalex.org/keywords/aerial-image","display_name":"Aerial image","score":0.48933738470077515},{"id":"https://openalex.org/keywords/true-positive-rate","display_name":"True positive rate","score":0.43598806858062744},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4263073801994324}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8052098155021667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.714754045009613},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.7063566446304321},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6292548179626465},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5866488814353943},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5285212993621826},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.48933738470077515},{"id":"https://openalex.org/C2989486834","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"True positive rate","level":2,"score":0.43598806858062744},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4263073801994324}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ispacs.2017.8266571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispacs.2017.8266571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS)","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/127369","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/127369","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/127369/4/722B6385-4B6A-4541-88BC-E619EFD44C9C%20%20%20AM.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/127369","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/127369","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/127369/4/722B6385-4B6A-4541-88BC-E619EFD44C9C%20%20%20AM.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2782797720.pdf","grobid_xml":"https://content.openalex.org/works/W2782797720.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1946093182","https://openalex.org/W2010560725","https://openalex.org/W2023344834","https://openalex.org/W2035748788","https://openalex.org/W2047139834","https://openalex.org/W2051018359","https://openalex.org/W2087677877","https://openalex.org/W2106075360","https://openalex.org/W2121948708","https://openalex.org/W2153493250","https://openalex.org/W2161376274","https://openalex.org/W2398640840","https://openalex.org/W2412588858","https://openalex.org/W2464322612","https://openalex.org/W2559613087","https://openalex.org/W3097096317"],"related_works":["https://openalex.org/W1557094818","https://openalex.org/W2160907113","https://openalex.org/W3129715955","https://openalex.org/W4287692494","https://openalex.org/W3027053746","https://openalex.org/W3047594718","https://openalex.org/W4299651861","https://openalex.org/W2953243682","https://openalex.org/W4386222044","https://openalex.org/W2183246718"],"abstract_inverted_index":{"In":[0,39],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5],"kind":[6],"of":[7,22,51],"pre-processing":[8],"method":[9,18,26],"which":[10],"can":[11],"be":[12],"applied":[13],"to":[14,33,41,47],"the":[15,20,28,35,49],"depth":[16],"learning":[17],"for":[19],"characteristics":[21],"aerial":[23],"image.":[24],"This":[25],"combines":[27],"color":[29],"and":[30],"spatial":[31],"information":[32],"do":[34],"quick":[36],"background":[37],"filtering.":[38],"addition":[40],"increase":[42],"execution":[43],"speed,":[44],"but":[45],"also":[46],"reduce":[48],"rate":[50],"false":[52],"positives.":[53]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}