@inproceedings{StollenwerkVoegeleKruegeretal.2016, author = {Katharina Stollenwerk and Anna V{\"o}gele and Bj{\"o}rn Kr{\"u}ger and Andr{\´e} Hinkenjann and Reinhard Klein}, title = {Automatic Temporal Segmentation of Articulated Hand Motion}, series = {Gervasi, Murgante et al. (Eds.): Computational Science and Its Applications (ICCSA 2016). 16th International Conference, Beijing, China, July 4-7, 2016, Proceedings, Part II. Lecture Notes in Computer Science, Vol. 9787}, publisher = {Springer}, isbn = {978-3-319-42107-0}, doi = {10.1007/978-3-319-42108-7\_33}, pages = {433 -- 449}, year = {2016}, abstract = {This paper introduces a novel and efficient segmentation method designed for articulated hand motion. The method is based on a graph representation of temporal structures in human hand-object interaction. Along with the method for temporal segmentation we provide an extensive new database of hand motions. The experiments performed on this dataset show that our method is capable of a fully automatic hand motion segmentation which largely coincides with human user annotations.}, language = {en} }