{"id":"https://openalex.org/W2944536496","doi":"https://doi.org/10.1109/isivc.2018.8709235","title":"Human posture recognition based on projection histogram and Support Vector Machine","display_name":"Human posture recognition based on projection histogram and Support Vector Machine","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2944536496","doi":"https://doi.org/10.1109/isivc.2018.8709235","mag":"2944536496"},"language":"en","primary_location":{"id":"doi:10.1109/isivc.2018.8709235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isivc.2018.8709235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Symposium on Signal, Image, Video and Communications (ISIVC)","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/A5014414506","display_name":"Abderrazak Iazzi","orcid":"https://orcid.org/0000-0001-8877-0648"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abderrazak Iazzi","raw_affiliation_strings":["LRIT, RABAT IT CENTER, University of Mohammed 5 in Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LRIT, RABAT IT CENTER, University of Mohammed 5 in Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029438807","display_name":"Mohammed Rziza","orcid":"https://orcid.org/0000-0003-4974-5903"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Rziza","raw_affiliation_strings":["LRIT, RABAT IT CENTER, University of Mohammed 5 in Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LRIT, RABAT IT CENTER, University of Mohammed 5 in Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037074197","display_name":"Rachid Oulad Haj Thami","orcid":"https://orcid.org/0000-0001-9736-7260"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Rachid Oulad Haj Thami","raw_affiliation_strings":["RIITM, Rabat IT CENTER, ENSIAS, University of Mohammed 5 in Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RIITM, Rabat IT CENTER, ENSIAS, University of Mohammed 5 in Rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21866865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"329","last_page":"333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9957000017166138,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9778000116348267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8301985859870911},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.7844219207763672},{"id":"https://openalex.org/keywords/shape-context","display_name":"Shape context","score":0.7173685431480408},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7111114859580994},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6718903183937073},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.6590242385864258},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6416274309158325},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6198607683181763},{"id":"https://openalex.org/keywords/ellipse","display_name":"Ellipse","score":0.6184424757957458},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5946673154830933},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.5442183613777161},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5024526119232178},{"id":"https://openalex.org/keywords/histogram-of-oriented-gradients","display_name":"Histogram of oriented gradients","score":0.46451181173324585},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4274291694164276},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.41390207409858704},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2635233402252197},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15431278944015503},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11529350280761719},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09260326623916626},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06639569997787476}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8301985859870911},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.7844219207763672},{"id":"https://openalex.org/C2779662243","wikidata":"https://www.wikidata.org/wiki/Q970395","display_name":"Shape context","level":3,"score":0.7173685431480408},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7111114859580994},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6718903183937073},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.6590242385864258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6416274309158325},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6198607683181763},{"id":"https://openalex.org/C74261601","wikidata":"https://www.wikidata.org/wiki/Q40112","display_name":"Ellipse","level":2,"score":0.6184424757957458},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5946673154830933},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.5442183613777161},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5024526119232178},{"id":"https://openalex.org/C17426736","wikidata":"https://www.wikidata.org/wiki/Q419918","display_name":"Histogram of oriented gradients","level":4,"score":0.46451181173324585},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4274291694164276},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.41390207409858704},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2635233402252197},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15431278944015503},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11529350280761719},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09260326623916626},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06639569997787476},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isivc.2018.8709235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isivc.2018.8709235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Symposium on Signal, Image, Video and Communications (ISIVC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2015325622","https://openalex.org/W2028661866","https://openalex.org/W2036068162","https://openalex.org/W2074290069","https://openalex.org/W2079118768","https://openalex.org/W2081052120","https://openalex.org/W2096300942","https://openalex.org/W2100689562","https://openalex.org/W2112108686","https://openalex.org/W2122534450","https://openalex.org/W2139811958","https://openalex.org/W2145546283","https://openalex.org/W2153635508","https://openalex.org/W2158604775","https://openalex.org/W2165414070","https://openalex.org/W2541387049","https://openalex.org/W2584014069","https://openalex.org/W2803696223","https://openalex.org/W3120421331"],"related_works":["https://openalex.org/W4237171675","https://openalex.org/W3036286480","https://openalex.org/W4287027631","https://openalex.org/W3192357901","https://openalex.org/W2387360586","https://openalex.org/W2952736415","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W2883297582","https://openalex.org/W4390524233"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,29,61,100],"propose":[4],"a":[5,51,113],"human":[6,12,16,117],"posture":[7,118],"recognition":[8],"based":[9,23,101],"on":[10,24,102],"the":[11,20,25,43,56,95,106],"shape.":[13],"We":[14,77],"represent":[15],"shape":[17,52,83],"by":[18,39],"using":[19,55],"projection":[21,91],"histogram":[22,64],"bounding":[26],"box,":[27],"where":[28],"divide":[30],"it":[31],"horizontally":[32],"and":[33,42,74,89,105],"vertically":[34],"in":[35,116],"several":[36,40],"lines":[37],"oriented":[38],"angles,":[41],"intersection":[44],"between":[45],"them":[46],"provides":[47],"local":[48],"features":[49],"as":[50,86],"descriptor.":[53],"By":[54],"Support-Vector":[57],"Machine":[58],"(SVM)":[59],"classifier,":[60],"map":[62],"each":[63],"to":[65],"one":[66],"type":[67],"of":[68,97],"postures":[69],"including":[70],"lying,":[71],"standing,":[72],"bending":[73],"siting":[75],"posture.":[76],"compare":[78],"our":[79,98,110],"method":[80,111],"with":[81],"two":[82,103],"descriptors":[84],"such":[85],"Shape":[87],"Context(SC)":[88],"Ellipse-based":[90],"histogram.":[92],"To":[93],"show":[94],"performance":[96],"method,":[99],"datasets":[104],"results":[107],"present":[108],"that":[109],"achieves":[112],"high":[114],"accuracy":[115],"recognition.":[119]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}