{"type":"ScholarlyArticle","title":"Human Behavior Analysis from Video Data Using Bag-of-Gestures","authors":[{"name":"Víctor Ponce-López","slug":"victor-ponce-lopez","given":"Víctor","family":"Ponce-López","affiliation":""},{"name":"Mario Gorga","slug":"mario-gorga","given":"Mario","family":"Gorga","affiliation":""},{"name":"Xavier Baró","slug":"xavier-baro","given":"Xavier","family":"Baró","affiliation":""},{"name":"Sergio Escalera","slug":"sergio-escalera","given":"Sergio","family":"Escalera","affiliation":""}],"abstract":"Human Behavior Analysis in Uncontrolled Environmentscan be categorized in two main challenges:1) Feature extraction and 2) Behavior analysisfrom a set of corporal language vocabulary. Inthis work, we present our achievements characterizingsome simple behaviors from visual data ondifferent real applications and discuss our plan forfuture work: low level vocabulary definition frombag-of-gesture units and high level modelling andinference of human behaviors.","doi":"10.5591/978-1-57735-516-8/IJCAI11-490","url":"https://ijcai.org/proceedings/2011/490","pdf":"https://ijcai.org/proceedings/2011/0490.pdf","markdown":"https://ijcai.org/proceedings/2011/490.md","bibtex":"https://ijcai.org/proceedings/2011/bibtex/490","volume":{"slug":"2011","title":"Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2011","url":"https://ijcai.org/proceedings/2011/","year":2011,"location":"Barcelona, Catalonia, Spain","dates":"16–22 July 2011","editors":"Toby Walsh","isbn":"978-1-57735-512-0; 978-1-57735-513-7; 978-1-57735-514-4; 978-1-57735-515-1; 978-1-57735-516-8","publisher":"AAAI Press/International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":null,"track":"","number":490,"pages":{"first":2836,"last":2836},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}