{"id":"https://openalex.org/W2148976808","doi":"https://doi.org/10.1109/icme.2010.5583899","title":"Modelling semantic context for novelty detection in wildlife scenes","display_name":"Modelling semantic context for novelty detection in wildlife scenes","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2148976808","doi":"https://doi.org/10.1109/icme.2010.5583899","mag":"2148976808"},"language":"en","primary_location":{"id":"doi:10.1109/icme.2010.5583899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2010.5583899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Multimedia and Expo","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/A5001918531","display_name":"Suet-Peng Yong","orcid":"https://orcid.org/0000-0002-8685-2428"},"institutions":[{"id":"https://openalex.org/I80281795","display_name":"University of Otago","ror":"https://ror.org/01jmxt844","country_code":"NZ","type":"education","lineage":["https://openalex.org/I80281795"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Suet-Peng Yong","raw_affiliation_strings":["Department of Information Science, University of Otago, Dunedin, New Zealand","Department of Information Science, University of Otago, PO Box 56, Dunedin, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Information Science, University of Otago, Dunedin, New Zealand","institution_ids":["https://openalex.org/I80281795"]},{"raw_affiliation_string":"Department of Information Science, University of Otago, PO Box 56, Dunedin, New Zealand","institution_ids":["https://openalex.org/I80281795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030040261","display_name":"Jeremiah D. Deng","orcid":"https://orcid.org/0000-0003-3727-4403"},"institutions":[{"id":"https://openalex.org/I80281795","display_name":"University of Otago","ror":"https://ror.org/01jmxt844","country_code":"NZ","type":"education","lineage":["https://openalex.org/I80281795"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Jeremiah D. Deng","raw_affiliation_strings":["Department of Information Science, University of Otago, Dunedin, New Zealand","Department of Information Science, University of Otago, PO Box 56, Dunedin, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Information Science, University of Otago, Dunedin, New Zealand","institution_ids":["https://openalex.org/I80281795"]},{"raw_affiliation_string":"Department of Information Science, University of Otago, PO Box 56, Dunedin, New Zealand","institution_ids":["https://openalex.org/I80281795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001925361","display_name":"Martin Purvis","orcid":null},"institutions":[{"id":"https://openalex.org/I80281795","display_name":"University of Otago","ror":"https://ror.org/01jmxt844","country_code":"NZ","type":"education","lineage":["https://openalex.org/I80281795"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Martin K. Purvis","raw_affiliation_strings":["Department of Information Science, University of Otago, Dunedin, New Zealand","Department of Information Science, University of Otago, PO Box 56, Dunedin, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Information Science, University of Otago, Dunedin, New Zealand","institution_ids":["https://openalex.org/I80281795"]},{"raw_affiliation_string":"Department of Information Science, University of Otago, PO Box 56, Dunedin, New Zealand","institution_ids":["https://openalex.org/I80281795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001918531"],"corresponding_institution_ids":["https://openalex.org/I80281795"],"apc_list":null,"apc_paid":null,"fwci":2.7929,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91502538,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"3","issue":null,"first_page":"1254","last_page":"1259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9986000061035156,"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":0.9986000061035156,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9900000095367432,"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"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9544000029563904,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7431814670562744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7046096920967102},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6322060823440552},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.579505205154419},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5338263511657715},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5260729193687439},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5238953828811646},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48921680450439453},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4781295359134674},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.476164311170578},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.46890321373939514},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.4631950259208679},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.42893078923225403},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12521836161613464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7431814670562744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7046096920967102},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6322060823440552},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.579505205154419},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5338263511657715},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5260729193687439},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5238953828811646},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48921680450439453},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4781295359134674},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.476164311170578},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.46890321373939514},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.4631950259208679},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.42893078923225403},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12521836161613464},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icme.2010.5583899","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme.2010.5583899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Multimedia and Expo","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.996.1398","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.996.1398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ourarchive.otago.ac.nz/bitstream/handle/10523/1082/dp2010-02.pdf%3Bjsessionid%3DF6D4EFA613375B37CCBEB8C17251A167?sequence%3D3","raw_type":"text"},{"id":"pmh:oai:ourarchive.otago.ac.nz:10523/1082","is_oa":false,"landing_page_url":"http://hdl.handle.net/10523/1082","pdf_url":null,"source":{"id":"https://openalex.org/S4306402093","display_name":"Otago University Research Archive (University of Otago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I80281795","host_organization_name":"University of Otago","host_organization_lineage":["https://openalex.org/I80281795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Discussion Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W563257446","https://openalex.org/W1500690868","https://openalex.org/W1589362500","https://openalex.org/W1599026601","https://openalex.org/W1880262756","https://openalex.org/W1972941854","https://openalex.org/W1984481984","https://openalex.org/W2007087405","https://openalex.org/W2033038338","https://openalex.org/W2044465660","https://openalex.org/W2049157330","https://openalex.org/W2054846008","https://openalex.org/W2078132377","https://openalex.org/W2081798681","https://openalex.org/W2084435510","https://openalex.org/W2095345875","https://openalex.org/W2104019579","https://openalex.org/W2106624428","https://openalex.org/W2107034620","https://openalex.org/W2108598243","https://openalex.org/W2109506130","https://openalex.org/W2109868644","https://openalex.org/W2118592463","https://openalex.org/W2122646361","https://openalex.org/W2144200194","https://openalex.org/W2157206806","https://openalex.org/W2172191903","https://openalex.org/W2497007407","https://openalex.org/W4233774720","https://openalex.org/W4290960469","https://openalex.org/W6630165511","https://openalex.org/W6635107798","https://openalex.org/W6639619044","https://openalex.org/W6676016205"],"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/W1532481220","https://openalex.org/W2081173909","https://openalex.org/W4382317424","https://openalex.org/W2604316291"],"abstract_inverted_index":{"Novelty":[0],"detection":[1,28,110,134],"is":[2,116,123],"an":[3],"important":[4],"functionality":[5],"that":[6,24,111,124,142],"has":[7],"found":[8],"many":[9],"applications":[10],"in":[11,171],"information":[12],"retrieval":[13],"and":[14,48,88,132,158],"processing.":[15],"In":[16],"this":[17],"paper":[18],"we":[19],"propose":[20],"a":[21,68],"novel":[22,155],"framework":[23,39],"deals":[25],"with":[26,34,41,173],"novelty":[27,133],"for":[29,92,98,102,108,129,150],"multiple-scene":[30],"image":[31,36,42,52,56,60],"sets.":[32],"Working":[33],"wildlife":[35,156],"data,":[37],"the":[38,51,75,79,96,136,143,151,161,169,174],"starts":[40],"segmentation,":[43],"followed":[44],"by":[45],"feature":[46],"extraction":[47],"classification":[49,131],"of":[50,71,120,153,160,176],"blocks":[53,61],"extracted":[54],"from":[55],"segments.":[57],"The":[58,81],"labelled":[59],"are":[62],"then":[63,85],"scanned":[64],"through":[65],"to":[66,166],"generate":[67],"co-occurrence":[69,83,163],"matrix":[70],"object":[72],"labels,":[73],"representing":[74],"semantic":[76,82],"context":[77],"within":[78],"scene.":[80],"matrices":[84,164],"undergo":[86],"binarization":[87,159],"principal":[89],"component":[90],"analysis":[91],"dimension":[93],"reduction,":[94],"forming":[95],"basis":[97],"constructing":[99],"one-class":[100,114],"models":[101,115],"each":[103],"scene":[104,130,177],"category.":[105],"An":[106,118],"algorithm":[107,146],"outlier":[109],"employs":[112],"multiple":[113],"proposed.":[117],"advantage":[119],"our":[121],"approach":[122,145],"it":[125],"can":[126],"be":[127],"used":[128],"at":[135],"same":[137],"time.":[138],"Our":[139],"experiments":[140],"show":[141],"proposed":[144],"gives":[147],"favourable":[148],"performance":[149],"task":[152],"detecting":[154],"scenes,":[157],"label":[162],"helps":[165],"significantly":[167],"increase":[168],"robustness":[170],"dealing":[172],"variation":[175],"statistics.":[178]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
