乐胖代购免代理版

{"id":"https://openalex.org/W2734395796","doi":"https://doi.org/10.1109/ijcnn.2017.7965890","title":"Human action recognition using transfer learning with deep representations","display_name":"Human action recognition using transfer learning with deep representations","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734395796","doi":"https://doi.org/10.1109/ijcnn.2017.7965890","mag":"2734395796"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965890","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":"https://eprints.lancs.ac.uk/id/eprint/87182/1/Human_Action_Recognition_using_Transfer_Learning_with_Deep_Representations_Revised.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067633572","display_name":"Allah Bux Sargano","orcid":"https://orcid.org/0000-0002-5040-7656"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]},{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["GB","PK"],"is_corresponding":false,"raw_author_name":"Allah Bux Sargano","raw_affiliation_strings":["Department of Computer Science, COMSATS Institute of Information Technology, Lahore, Pakistan; School of Computing and Communications Infolab21, Lancaster University, Lancaster, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS Institute of Information Technology, Lahore, Pakistan; School of Computing and Communications Infolab21, Lancaster University, Lancaster, UK","institution_ids":["https://openalex.org/I67415387","https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333245","display_name":"Xiaofeng Wang","orcid":"https://orcid.org/0009-0009-0058-2884"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Wang","raw_affiliation_strings":["School of Computing and Communications, Northwest University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Computing and Communications, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039480864","display_name":"Plamen Angelov","orcid":"https://orcid.org/0000-0002-5770-934X"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Plamen Angelov","raw_affiliation_strings":["School of Computing and Communications Infolab21, Lancaster University, Lancaster, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Communications Infolab21, Lancaster University, Lancaster, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026699078","display_name":"Zulfiqar Habib","orcid":"https://orcid.org/0000-0001-9758-9162"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Zulfiqar Habib","raw_affiliation_strings":["Department of Computer Science, COMSATS Institute of Information Technology, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS Institute of Information Technology, Lahore, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.27,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":144,"citation_normalized_percentile":{"value":0.999861,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"463","last_page":"469"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9969,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9894,"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/action-recognition","display_name":"Action Recognition","score":0.665827},{"id":"https://openalex.org/keywords/motion-detection","display_name":"Motion Detection","score":0.567955},{"id":"https://openalex.org/keywords/human-activity-analysis","display_name":"Human Activity Analysis","score":0.559717},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.55211455},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep Learning","score":0.533912},{"id":"https://openalex.org/keywords/multiple-object-tracking","display_name":"Multiple Object Tracking","score":0.521597},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.41748646}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8263574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8252629},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.65995604},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6435601},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6348827},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6223757},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6005819},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.58031183},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5650355},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.55211455},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.48367032},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.41748646},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965890","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/87182/1/Human_Action_Recognition_using_Transfer_Learning_with_Deep_Representations_Revised.pdf","pdf_url":"https://eprints.lancs.ac.uk/id/eprint/87182/1/Human_Action_Recognition_using_Transfer_Learning_with_Deep_Representations_Revised.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":["Lancaster University"],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/87182/1/Human_Action_Recognition_using_Transfer_Learning_with_Deep_Representations_Revised.pdf","pdf_url":"https://eprints.lancs.ac.uk/id/eprint/87182/1/Human_Action_Recognition_using_Transfer_Learning_with_Deep_Representations_Revised.pdf","source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":["Lancaster University"],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":56,"referenced_works":["https://openalex.org/W1489833900","https://openalex.org/W1522734439","https://openalex.org/W1534763723","https://openalex.org/W1586730761","https://openalex.org/W1745334888","https://openalex.org/W1849277567","https://openalex.org/W1857884451","https://openalex.org/W1920702274","https://openalex.org/W1944615693","https://openalex.org/W1964331789","https://openalex.org/W1983364832","https://openalex.org/W1983705368","https://openalex.org/W1983917825","https://openalex.org/W1993229407","https://openalex.org/W1996194485","https://openalex.org/W1996303439","https://openalex.org/W1996904744","https://openalex.org/W1999192586","https://openalex.org/W2003543060","https://openalex.org/W2016053056","https://openalex.org/W2022329870","https://openalex.org/W2024868105","https://openalex.org/W2034328688","https://openalex.org/W2047666344","https://openalex.org/W2062118960","https://openalex.org/W2062903088","https://openalex.org/W2068611653","https://openalex.org/W2097117768","https://openalex.org/W2097342496","https://openalex.org/W2098339052","https://openalex.org/W2100495367","https://openalex.org/W2102605133","https://openalex.org/W2105101328","https://openalex.org/W2112796928","https://openalex.org/W2126574503","https://openalex.org/W2136922672","https://openalex.org/W2156303437","https://openalex.org/W2161381512","https://openalex.org/W2163345210","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2212494831","https://openalex.org/W2466991859","https://openalex.org/W2507467930","https://openalex.org/W2507477044","https://openalex.org/W2511719117","https://openalex.org/W2524357132","https://openalex.org/W2536719109","https://openalex.org/W2579984156","https://openalex.org/W258415494","https://openalex.org/W2598802886","https://openalex.org/W2614005271","https://openalex.org/W2963173190","https://openalex.org/W4249279051","https://openalex.org/W4285108352","https://openalex.org/W825027173"],"related_works":["https://openalex.org/W4386828785","https://openalex.org/W4282827391","https://openalex.org/W3201126466","https://openalex.org/W3165580226","https://openalex.org/W3135401135","https://openalex.org/W2962474440","https://openalex.org/W2886688859","https://openalex.org/W2551337514","https://openalex.org/W2507540959","https://openalex.org/W2440023763"],"abstract_inverted_index":{"Human":[0],"action":[1,57,85,105,120],"recognition":[2,58,106],"is":[3,40,115],"an":[4],"imperative":[5],"research":[6,39],"area":[7],"in":[8,141],"the":[9,21,132],"field":[10],"of":[11,26,143],"computer":[12],"vision":[13],"due":[14],"to":[15,45,104],"its":[16],"numerous":[17],"applications.":[18],"Recently,":[19],"with":[20,108],"emergence":[22],"and":[23,35,79,125],"successful":[24],"deployment":[25],"deep":[27,46,63],"learning":[28,47],"techniques":[29],"for":[30,55,66,84],"image":[31],"classification,":[32],"object":[33],"recognition,":[34,37],"speech":[36],"more":[38],"directed":[41],"from":[42],"traditional":[43],"handcrafted":[44],"techniques.":[48],"This":[49],"paper":[50],"presents":[51],"a":[52,61,73],"novel":[53],"method":[54,114,134],"human":[56],"based":[59,95],"on":[60,97,117],"pre-trained":[62],"CNN":[64,94],"model":[65],"feature":[67],"extraction":[68],"&":[69],"representation":[70],"followed":[71],"by":[72],"hybrid":[74],"Support":[75],"Vector":[76],"Machine":[77],"(SVM)":[78],"K-Nearest":[80],"Neighbor":[81],"(KNN)":[82],"classifier":[83],"recognition.":[86],"It":[87],"has":[88],"been":[89],"observed":[90],"that":[91,131],"already":[92],"learnt":[93],"representations":[96],"large-scale":[98],"annotated":[99],"dataset":[100],"could":[101],"be":[102],"transferred":[103],"task":[107],"limited":[109],"training":[110],"dataset.":[111],"The":[112,127],"proposed":[113,133],"evaluated":[116],"two":[118],"well-known":[119],"datasets,":[121],"i.e.,":[122],"UCF":[123],"sports":[124],"KTH.":[126],"comparative":[128],"analysis":[129],"confirms":[130],"achieves":[135],"superior":[136],"performance":[137],"over":[138],"state-of-the-art":[139],"methods":[140],"terms":[142],"accuracy.":[144]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2734395796","counts_by_year":[{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":28},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":2}],"updated_date":"2024-12-04T20:27:19.087617","created_date":"2017-07-21"}