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\subsection{Edge}  Edge $E$ will govern the relationship between the segmented regions $C = \{c_0, c_1,...,c_N\}$, i.e vertex $V$ of video graph $G(V,E)$. In a nutshell, $e_{ij}$ $e_{ij} \in E$  should reflect the likelihood of vertex $v_i$ and $v_j$ belong to the same action category, i.e $\mathrm{P}(l_i = l_j)$ where $l_i, l_j \in L$. \begin{itemize}  \item