{"id":"https://openalex.org/W2898205548","doi":"https://doi.org/10.1109/asonam.2018.8508357","title":"Unknown Landscape Identification with CNN Transfer Learning","display_name":"Unknown Landscape Identification with CNN Transfer Learning","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2898205548","doi":"https://doi.org/10.1109/asonam.2018.8508357","mag":"2898205548"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2018.8508357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","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/A5009094578","display_name":"Edoardo Serra","orcid":"https://orcid.org/0000-0003-0689-5063"},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Edoardo Serra","raw_affiliation_strings":["Computer Science Dept., Boise State University"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., Boise State University","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079763100","display_name":"Ashish Sharma","orcid":"https://orcid.org/0000-0002-1011-6504"},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashish Sharma","raw_affiliation_strings":["Computer Science Dept., Boise State University"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., Boise State University","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025202119","display_name":"Mikel Joaristi","orcid":null},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mikel Joaristi","raw_affiliation_strings":["Computer Science Dept., Boise State University"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., Boise State University","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056903101","display_name":"Oxana Korzh","orcid":null},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oxana Korzh","raw_affiliation_strings":["Computer Science Dept., Boise State University"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., Boise State University","institution_ids":["https://openalex.org/I120156002"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009094578"],"corresponding_institution_ids":["https://openalex.org/I120156002"],"apc_list":null,"apc_paid":null,"fwci":1.523,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.87353984,"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":"813","last_page":"820"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9961000084877014,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9961000084877014,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.989799976348877,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.812899112701416},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7320042252540588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7263801097869873},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.717347264289856},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.702243983745575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6943627595901489},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.6209884285926819},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.549229085445404},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5262160301208496},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5236089825630188},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4439631700515747},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4263209104537964},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.42031794786453247},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.29434627294540405},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1272890865802765}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.812899112701416},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7320042252540588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7263801097869873},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.717347264289856},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.702243983745575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6943627595901489},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.6209884285926819},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.549229085445404},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5262160301208496},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5236089825630188},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4439631700515747},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4263209104537964},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.42031794786453247},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29434627294540405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1272890865802765},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asonam.2018.8508357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarworks.boisestate.edu:cs_facpubs-1188","is_oa":false,"landing_page_url":"https://scholarworks.boisestate.edu/cs_facpubs/180","pdf_url":null,"source":{"id":"https://openalex.org/S4377196366","display_name":"Scholar Works  (Boise State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I120156002","host_organization_name":"Boise State University","host_organization_lineage":["https://openalex.org/I120156002"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Faculty Publications and Presentations","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W259338706","https://openalex.org/W1686810756","https://openalex.org/W1900281443","https://openalex.org/W1980038761","https://openalex.org/W2020912318","https://openalex.org/W2071571444","https://openalex.org/W2097117768","https://openalex.org/W2098676252","https://openalex.org/W2108598243","https://openalex.org/W2115627867","https://openalex.org/W2140190241","https://openalex.org/W2149933564","https://openalex.org/W2163605009","https://openalex.org/W2253429366","https://openalex.org/W2253590344","https://openalex.org/W2296719434","https://openalex.org/W2404400986","https://openalex.org/W2514906366","https://openalex.org/W2962835968","https://openalex.org/W4285719527","https://openalex.org/W4299518610","https://openalex.org/W6637373629","https://openalex.org/W6639775864","https://openalex.org/W6682132143","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2064636555","https://openalex.org/W1939982668","https://openalex.org/W2585503716","https://openalex.org/W2076090200","https://openalex.org/W4312933423","https://openalex.org/W3025682415","https://openalex.org/W2081173909","https://openalex.org/W4382317424","https://openalex.org/W1532481220","https://openalex.org/W2604316291"],"abstract_inverted_index":{"Unknown":[0],"landscape":[1,10,17,37,82],"identification":[2,83,129],"is":[3,30,93],"the":[4,33,80,96,128,146],"problem":[5,62,84,130],"of":[6,14,27,36,98,121],"identifying":[7],"an":[8],"unknown":[9,59,81],"from":[11],"a":[12,46,49],"set":[13],"already":[15,102,107],"provided":[16],"images":[18,38],"that":[19,112,141],"are":[20,131],"considered":[21],"to":[22,31,41,57,67,115],"be":[23,64],"known.":[24],"The":[25],"aim":[26],"this":[28,55],"work":[29],"extract":[32],"intrinsic":[34],"semantic":[35],"in":[39],"order":[40],"automatically":[42],"generalize":[43],"concepts":[44],"like":[45],"stadium,":[47],"roads,":[48],"parking":[50],"lot":[51],"etc.,":[52],"and":[53,123,133],"use":[54,97],"concept":[56],"identify":[58],"landscapes.":[60],"This":[61,92],"can":[63],"easily":[65],"extended":[66],"many":[68],"security":[69],"applications.":[70],"We":[71],"propose":[72],"two":[73],"effective":[74],"semi-supervised":[75,143],"novelty":[76],"detection":[77],"approaches":[78],"for":[79,127],"using":[85],"Convolutional":[86],"Neural":[87],"Network":[88],"(CNN)":[89],"Transfer":[90],"Learning.":[91],"based":[94],"on":[95,104],"pre-trained":[99],"CNNs":[100],"(i.e.":[101],"trained":[103],"large":[105],"datasets)":[106],"containing":[108],"general":[109],"image":[110],"knowledge":[111],"we":[113,138],"transfer":[114],"our":[116,142],"domain.":[117],"Our":[118],"best":[119],"values":[120],"AUROC":[122],"Average":[124],"Precision":[125],"scores":[126],"0.96":[132],"0.94,":[134],"respectively.":[135],"In":[136],"addition,":[137],"statistically":[139],"prove":[140],"methods":[144],"outperform":[145],"baseline.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}