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General comparison between representations from the aspects of Computation, Flexibility (better align with object shapes), Long-Range consistency, and ability to Explicitly model the local configuration of objects. We improve the flexibility of template-based representation by learning a dictionary of shape epitomes.
| Pixel | Superpixel | Template | |
|---|---|---|---|
| Computation | − | + | + |
| Flexibility | + | + | + |
| Long-Range | − | + | + |
| Explicit Configuration | − | − | + |
