Determination of Reservoir Lithology from Seismic Data by a 2D Hidden Markov Random Field Model

In this study, geological prior information is incorporated in the classification of reservoir lithologies using the Markov Random Field (MRF) technique. The prediction of hidden lithologies in seismic data is based on measured<br/>observations such as seismic inversion results, which are associated with the latent categorical variables derived...