Neural networks approach to spectral enhancement
Anat Canning, Dominique Moulière-Reiser, Yuval Weiss, Alex Malkin, Eitan Phillip, Nimrod Grinberg, Anastasya Teitel, Margaret Reznikov, Vardit Yehezkel · 2017
We present an artificial intelligence approach for enhancing the frequency spectrum of seismic data. We used synthetic seismic data as a training dataset for constructing a neural networks operator that can solve the posed problem. We then applied this operator to real seismic data and obtained broader frequency spectrum. Presentation Date: Wednesday, September 27, 2017 Start Time: 1:50 PM Location: 360A Presentation Type: ORAL