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Can you give more details about the error? Are the displacements close to zero (<1px), or very large? Is this specific to some data, or it exist for many pairs.
If the error is small, I could image this happening due to dataset bias, considering VCN is still a data-driven method and is not trained on pairs with zero motion. If the error is not negligible, it would be interesting to look into. A way to address this is to add zero-motion pairs to the training data.
Passing two identical images to the network, why the pixel displacement is not 0
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