An intelligent lithology identification method is proposed based on deep learning of the rock
microscopic images. Based on the characteristics of rock images in the dataset, we used …

An intelligent lithology identification method is proposed based on the deep learning of rock
images. The lithology information and position information in rock images can be predicted …

It is important for geology analysis to make identification and classification in lithology. It is a
new way to establish the identification model in machine learning. In this research, a transfer …

Rock lithology recognition plays a fundamental role in geological survey research, mineral
resource exploration, mining engineering, etc. However, the objectivity of researchers, rock …

Drill core lithology is an important indicator reflecting the geological conditions of the drilling
area. Traditional lithology identification usually relies on manual visual inspection, which is …

Rock image classification is a significant part of geological research. Compared with
traditional image classification methods, rock image classification methods based on deep …

Rock classification plays an important role in rock mechanics, petrology, mining
engineering, magmatic processes, and numerous other fields pertaining to geosciences …

The recognition and classification of rock lithology is an extremely important task of
geological surveys. This paper proposes a new method for quickly identifying multiple types …

In order to realize low-cost, fast and accurate lithology identification in reservoir evaluation,
stratum development potential evaluation and underground engineering construction, we …

Formation lithology identification is of great importance for reservoir characterization and
petroleum exploration. Previous methods are based on cutting logging and well-logging …