Application of deep learning for semantic segmentation of sandstone thin sections

Machine learning for point counting and segmentation of arenite in thin section

(2020) David G. Tang et al.   MARINE AND PETROLEUM GEOLOGY

Mineral grains recognition using computer vision and machine learning

(2019) Julien Maitre et al.   COMPUTERS & GEOSCIENCES

Pore-throat characterization of unconsolidated porous media using watershed-segmentation algorithm

(2019) Anindityo Patmonoaji et al.   POWDER TECHNOLOGY

A survey on deep learning techniques for image and video semantic segmentation

(2018) Alberto Garcia-Garcia et al.   APPLIED SOFT COMPUTING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Effect of image segmentation & voxel size on micro-CT computed effective transport & elastic properties

(2017) Nishank Saxena et al.   MARINE AND PETROLEUM GEOLOGY

Estimating elastic moduli of rocks from thin sections: Digital rock study of 3D properties from 2D images

(2016) Nishank Saxena et al.   COMPUTERS & GEOSCIENCES

Impact of regional variation in detrital mineral composition on reservoir quality in deep to ultradeep lower Miocene sandstones, western Gulf of Mexico

(2012) Shirley P. Dutton et al.   MARINE AND PETROLEUM GEOLOGY

Interfacial energy effects and the evolution of pore size distributions during quartz precipitation in sandstone

(2010) Simon Emmanuel et al.   GEOCHIMICA ET COSMOCHIMICA ACTA

Diagenetic controls on evolution of porosity and permeability in lower Tertiary Wilcox sandstones from shallow to ultradeep (200–6700m) burial, Gulf of Mexico Basin, U.S.A.

(2009) Shirley P. Dutton et al.   MARINE AND PETROLEUM GEOLOGY