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Context dependent random walk graph kernels and tree pattern graph matching kernels with applications to action recognition

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Figure

Fig. 1. An example of the contexts of primary walk groups and the corresponding kernels: The left and right columns show two graphs G and G , where the green vertices are the contexts of the red ones (The edges are not shown); The middle column shows the
Fig. 2. Direct product graph: (a) Two graphs G and G  with random walks with different lengths; (b) The corresponding direct product graph and random walks: the yellow, red, and green colors represent, respectively, a 0-order random walk, a 1-order random
Fig. 3. Examples of trees with different structures.
Fig. 4. Examples of affinal tree-patterns: (a) A directed graph G; (b) Incoming tree-patterns and outgoing tree-patterns; (c) Affinal incoming tree-pattern groups and affinal outgoing tree-pattern groups; (d) Affinal tree-pattern groups
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