Intelligent migration velocity model building via image registration

What is it about?

We propose an intelligent migration velocity solving (IMVS) method that combines deep learning with seismic image registration for automated, physics-constrained velocity model building. By introducing a novel travel-time activation function and a principle of geological pattern consistency, IMVS achieves high-accuracy and label-free velocity estimation in areas with lateral velocity variations.

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