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Mohamed A. Deriche

2 accepted papers

2018

Fault Detection Using Attention Models Based on Visual Saliency

ICASSP 2018accepted

In this paper, we present an approach for detecting faults within seismic volumes using a saliency detection framework that employs a 3D-FFT local spectra and multi-dimensional plane projections. The projection scheme divides a 3D-FFT local spectrum into three distinct components, each depicting var…

Cited by 0SourceScholar
2017

Phase Congruency for image understanding with applications in computational seismic interpretation

ICASSP 2017accepted

Phase Congruency (PC) can highlight small discontinuities in images with varying illumination and contrast using the congruency of phase in Fourier components. PC can not only detect the subtle variations in the image intensity but can also highlight the anomalous values to develop a deeper understa…

Cited by 0SourceScholar