{"id":"https://openalex.org/W2396672726","doi":"https://doi.org/10.5220/0004816903850392","title":"Motion Binary Patterns for Action Recognition","display_name":"Motion Binary Patterns for Action Recognition","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2396672726","doi":"https://doi.org/10.5220/0004816903850392","mag":"2396672726"},"language":"en","primary_location":{"id":"doi:10.5220/0004816903850392","doi":"https://doi.org/10.5220/0004816903850392","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004816903850392","pdf_url":null,"source":{"id":"https://openalex.org/S4306419754","display_name":"International Conference on Pattern Recognition Applications and Methods","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0004816903850392","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Florian Baumann","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Florian Baumann","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100967518","display_name":"Jie Lao","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Lao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043650942","display_name":"Arne Ehlers","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arne Ehlers","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5040412734","display_name":"Bodo Rosenhahn","orcid":"https://orcid.org/0000-0003-3861-1424","observed_orcids":["https://orcid.org/0000-0003-3861-1424"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bodo Rosenhahn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5758,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88727465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"385","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9897000193595886,"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":0.9897000193595886,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.0044999998062849045,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/human-action-recognition","display_name":"human action recognition","score":0.9589999914169312},{"id":"https://openalex.org/keywords/optical-flow","display_name":"optical flow","score":0.9990000128746033},{"id":"https://openalex.org/keywords/spatio-temporal-features","display_name":"spatio-temporal features","score":0.9160000085830688},{"id":"https://openalex.org/keywords/video-descriptors","display_name":"video descriptors","score":0.49399998784065247},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.7080000042915344},{"id":"https://openalex.org/keywords/multi-view-action-recognition","display_name":"multi-view action recognition","score":0.9150000214576721}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8070850968360901},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.7887462377548218},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7286178469657898},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.7172577381134033},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6361650228500366},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.6205245852470398},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5833097696304321},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.5643430352210999},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5463845729827881},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5206443667411804},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47840890288352966},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.44313299655914307},{"id":"https://openalex.org/C2779190172","wikidata":"https://www.wikidata.org/wiki/Q4913888","display_name":"Binary data","level":3,"score":0.43034255504608154},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.4261821210384369},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4224380850791931},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4158358573913574},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40499550104141235},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17151495814323425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09922099113464355},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0004816903850392","doi":"https://doi.org/10.5220/0004816903850392","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004816903850392","pdf_url":null,"source":{"id":"https://openalex.org/S4306419754","display_name":"International Conference on Pattern Recognition Applications and Methods","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.431.3504","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.431.3504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.tnt.uni-hannover.de/papers/data/1016/icpram2014_baumann.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.5220/0004816903850392","doi":"https://doi.org/10.5220/0004816903850392","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004816903850392","pdf_url":null,"source":{"id":"https://openalex.org/S4306419754","display_name":"International Conference on Pattern Recognition Applications and Methods","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1487602158","https://openalex.org/W1530517206","https://openalex.org/W1930624869","https://openalex.org/W1983705368","https://openalex.org/W1985188514","https://openalex.org/W2010399676","https://openalex.org/W2013076218","https://openalex.org/W2032304035","https://openalex.org/W2034328688","https://openalex.org/W2041185527","https://openalex.org/W2042346250","https://openalex.org/W2090834590","https://openalex.org/W2095661305","https://openalex.org/W2096691069","https://openalex.org/W2097290407","https://openalex.org/W2100916003","https://openalex.org/W2106670658","https://openalex.org/W2106996050","https://openalex.org/W2109761267","https://openalex.org/W2113242816","https://openalex.org/W2120240539","https://openalex.org/W2133993360","https://openalex.org/W2136853139","https://openalex.org/W2139916508","https://openalex.org/W2142194269","https://openalex.org/W2152556536","https://openalex.org/W2162267096","https://openalex.org/W2163292664","https://openalex.org/W2164878725","https://openalex.org/W2166020076","https://openalex.org/W2547599103","https://openalex.org/W2751023760","https://openalex.org/W2901391803","https://openalex.org/W2911964244","https://openalex.org/W2912934387"],"related_works":["https://openalex.org/W1153594863","https://openalex.org/W2507467930","https://openalex.org/W1976949450","https://openalex.org/W2135658380","https://openalex.org/W2177690351","https://openalex.org/W1730856983","https://openalex.org/W2109761267","https://openalex.org/W2753752817","https://openalex.org/W2088400128","https://openalex.org/W2780898521"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,28,60],"novel":[6],"feature":[7],"type":[8],"to":[9,58,67,104],"recognize":[10],"human":[11,71],"actions":[12],"from":[13],"video":[14],"data.":[15],"By":[16],"combining":[17],"the":[18,68,80,90],"benefit":[19],"of":[20,70],"Volume":[21],"Local":[22],"Binary":[23,36],"Patterns":[24,37],"and":[25,30,88],"Optical":[26],"Flow,":[27],"simple":[29],"efficient":[31],"descriptor":[32],"is":[33,65,77],"constructed.":[34],"Motion":[35],"(MBP)":[38],"are":[39,53,56],"computed":[40],"in":[41,102],"spatio-temporal":[42],"domain":[43],"while":[44],"static":[45],"object":[46],"appearances":[47],"as":[48,50],"well":[49],"motion":[51],"information":[52],"gathered.":[54],"Histograms":[55],"used":[57],"learn":[59],"Random":[61],"Forest":[62],"classifier":[63],"which":[64],"applied":[66],"task":[69],"action":[72,95],"recognition.":[73,96],"The":[74,97],"proposed":[75],"framework":[76],"evaluated":[78],"on":[79,89],"well-known,":[81],"publicly":[82],"available":[83],"KTH":[84],"dataset,":[85],"Weizman":[86],"dataset":[87,92],"IXMAS":[91],"for":[93],"multi-view":[94],"results":[98],"demonstrate":[99],"state-of-the-art":[100],"accuracies":[101],"comparison":[103],"other":[105],"methods.":[106],"1":[107]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2016-06-24T00:00:00"}