TY - GEN AU - Kühne,Hildegard TI - Analysis and recognition of human actions with flow features and temporal models SN - KSP/1000043583 PY - 2014/// PB - KIT Scientific Publishing KW - Videoanalyse KW - motion features KW - generative ModelleAction recognition KW - generative models KW - Bewegungsmerkmale KW - Bewegungserkennung KW - video analysis N1 - Open Access N2 - This work focuses the recognition of complex human activities in video data. A combination of new features and techniques from speech recognition is used to realize a recognition of action units and their combinations in video sequences. The presented approach shows how motion information gained from video data can be used to interpret the underlying structural information of actions and how higher level models allow an abstraction of different motion categories beyond simple classification UR - https://www.ksp.kit.edu/9783731502821 UR - https://directory.doabooks.org/handle/20.500.12854/40815 ER -