{"id":"https://openalex.org/W3045493889","doi":"https://doi.org/10.1109/access.2020.3012154","title":"Convolution Encoders for End-to-End Action Tracking With Space-Time Cubic Kernels","display_name":"Convolution Encoders for End-to-End Action Tracking With Space-Time Cubic Kernels","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3045493889","doi":"https://doi.org/10.1109/access.2020.3012154","mag":"3045493889"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3012154","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3012154","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09149871.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09149871.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100403214","display_name":"Lin Wang","orcid":"https://orcid.org/0000-0002-9944-5151"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Wang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-9944-5151","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100742230","display_name":"Xingfu Wang","orcid":"https://orcid.org/0000-0002-1301-3535"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingfu Wang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-1301-3535","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089032960","display_name":"Ammar Hawbani","orcid":"https://orcid.org/0000-0002-1069-3993"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ammar Hawbani","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-1069-3993","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100735350","display_name":"Yan Xiong","orcid":"https://orcid.org/0000-0001-6347-8747"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Xiong","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-6347-8747","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018732485","display_name":"Xu Zhang","orcid":"https://orcid.org/0000-0003-2636-4534"},"institutions":[{"id":"https://openalex.org/I4210087772","display_name":"National Computer Network Emergency Response Technical Team/Coordination Center of Chinar","ror":"https://ror.org/00247dh76","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210087772"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Zhang","raw_affiliation_strings":["National Computer Network Emergency Response Technical Center of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2636-4534","affiliations":[{"raw_affiliation_string":"National Computer Network Emergency Response Technical Center of China, Chengdu, China","institution_ids":["https://openalex.org/I4210087772"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1917,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.48419077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"139023","last_page":"139032"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9939000010490417,"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.689984917640686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6891351938247681},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6458339691162109},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5474132895469666},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4894639253616333},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4557582437992096},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.425689160823822},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4114900529384613},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3815681040287018},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2448773980140686},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2446260154247284},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07585182785987854}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.689984917640686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6891351938247681},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6458339691162109},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5474132895469666},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4894639253616333},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4557582437992096},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.425689160823822},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4114900529384613},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3815681040287018},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2448773980140686},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2446260154247284},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07585182785987854},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3012154","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3012154","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09149871.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:730ada7b0e8745b39b2cf33916734954","is_oa":true,"landing_page_url":"https://doaj.org/article/730ada7b0e8745b39b2cf33916734954","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 139023-139032 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3012154","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3012154","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09149871.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1132091184","display_name":"\u57fa\u4e8e\u53ef\u53d8\u5de5\u4f5c\u65f6\u95f4\u7684\u65e0\u7ebf\u5f02\u6784\u7f51\u7edc\u90bb\u5c45\u53d1\u73b0\u95ee\u9898\u7814\u7a76","funder_award_id":"61472382","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1838895457","display_name":"\u65e0\u7ebf\u4f53\u57df\u7f51\u533b\u7597\u611f\u77e5\u4fe1\u606f\u4f20\u8f93\u4e0e\u5904\u7406\u65b9\u6cd5\u7684\u7814\u7a76","funder_award_id":"61772490","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2844108139","display_name":null,"funder_award_id":"61772490","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4150965793","display_name":null,"funder_award_id":"61472381","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4324591685","display_name":null,"funder_award_id":"61572454","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G517058368","display_name":null,"funder_award_id":"61472381","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7150158621","display_name":"\u968f\u673a\u566a\u58f0\u4fe1\u9053\u5728\u7d27\u8026\u5408\u79d8\u5bc6\u5171\u4eab\u4e2d\u7684\u5e94\u7528\u7814\u7a76","funder_award_id":"61572454","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7387564620","display_name":null,"funder_award_id":"WK2150110012","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7843815441","display_name":null,"funder_award_id":"61472382","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G883233790","display_name":null,"funder_award_id":"WK2150110007","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3045493889.pdf","grobid_xml":"https://content.openalex.org/works/W3045493889.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W147001025","https://openalex.org/W639708223","https://openalex.org/W1586939924","https://openalex.org/W1686810756","https://openalex.org/W1745334888","https://openalex.org/W1849277567","https://openalex.org/W1903029394","https://openalex.org/W1947481528","https://openalex.org/W2031489346","https://openalex.org/W2095661305","https://openalex.org/W2116435618","https://openalex.org/W2126579184","https://openalex.org/W2131311058","https://openalex.org/W2156303437","https://openalex.org/W2194775991","https://openalex.org/W2342662179","https://openalex.org/W2421253313","https://openalex.org/W2519080876","https://openalex.org/W2607101357","https://openalex.org/W2613718673","https://openalex.org/W2746692960","https://openalex.org/W2962722947","https://openalex.org/W2962803561","https://openalex.org/W2963129222","https://openalex.org/W2963230407","https://openalex.org/W2963823258","https://openalex.org/W2964207322","https://openalex.org/W6600983433","https://openalex.org/W6620707391","https://openalex.org/W6637373629","https://openalex.org/W6639204139","https://openalex.org/W6677326919","https://openalex.org/W6679761776","https://openalex.org/W6682864246","https://openalex.org/W6717491530"],"related_works":["https://openalex.org/W3135697610","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W4386858688","https://openalex.org/W2982536526","https://openalex.org/W4380302312","https://openalex.org/W3008689640","https://openalex.org/W4385338604","https://openalex.org/W3081626085"],"abstract_inverted_index":{"Convolution":[0,14],"is":[1],"good":[2],"at":[3],"extracting":[4],"per-frame":[5],"representations":[6],"but":[7],"discards":[8],"the":[9,34,43,51,62,67,101,121,124,127],"temporal":[10],"order.":[11],"Most":[12],"previous":[13],"Neural":[15],"Network":[16],"(CNN)":[17],"based":[18],"video":[19],"action":[20,55],"tracking":[21],"handle":[22],"space":[23],"and":[24,41,86,98,115],"time":[25,39],"dynamics":[26],"separately.":[27],"To":[28],"remedy":[29],"this":[30],"issue,":[31],"we":[32],"extend":[33],"convolution":[35],"kernel":[36],"with":[37,93,136],"a":[38],"dimension":[40],"formulate":[42],"problem":[44],"to":[45],"an":[46],"encoder-decoder":[47],"structure,":[48],"which":[49],"generates":[50],"bounding":[52],"boxes":[53],"of":[54,74,95,123,126],"regions":[56],"for":[57],"each":[58],"frame":[59],"by":[60,129],"leveraging":[61],"pixel-wise":[63],"annotations.":[64],"By":[65],"using":[66],"same":[68],"measure,":[69],"Cubic":[70,117],"Tracker":[71,118],"achieves":[72],"mAP":[73],"64.9%":[75],"(frame":[76],"IoU":[77,82,89],"threshold":[78,83,90],"=":[79,84,91],"0.5),":[80],"78.6%(video":[81],"0.2),":[85],"78.3%":[87],"(video":[88],"0.5)":[92],"gains":[94],"3.6%,":[96],"0.2%,":[97],"1.4%":[99],"over":[100],"best":[102],"competitors":[103],"on":[104,108],"J-HMDB.":[105],"More":[106],"remarkably,":[107],"2":[109],"benchmarks":[110],"without":[111],"pixel-level":[112],"supervision":[113],"(UCF-Sports":[114],"UCF101-24),":[116],"also":[119],"approaches":[120],"performance":[122],"state":[125],"arts,":[128],"simply":[130],"transferring":[131],"learned":[132],"model":[133],"from":[134],"J-HMDB,":[135],"no":[137],"further":[138],"adaptive":[139],"fine-tuning":[140],"techniques":[141],"applied.":[142]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
