How to know the shape of the edge(slope variations of an edge)?

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If i have an edge detected image and have divided it into blocks of 10*10 pixels size, How to know whether a particular block has edges with 1. Varying slope, 2. horizontal edges, 3. vertical edges, 4. cross edges or 5.empty.

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