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We propose a novel method for simultaneously removing random noise and increasing the resolution of seismic data. We formulate the problem of simultaneous denoising and increasing resolution as an inverse problem and solve it using the shaping regularization framework. The resolution of seismic data is increased by shaping the estimated seismic wavelet into a user-defined wavelet that is easier for...
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