Rock Image Segmentation of Improved Semi-supervised SVM–FCM Algorithm Based on Chaos
Sign Up to like & getrecommendations! Published in 2020 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-019-01088-z
Abstract: In the process of petroleum resource exploitation, porosity is the key parameter to evaluate reservoir fluid fluidity. Rock image segmentation is a challenging task due to the complex geological structure, unevenness, noise, etc. In order… read more here.
Keywords: rock; fcm; rock image; algorithm ... See more keywords
Rock image classification based on improved EfficientNet
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-03706-0
Abstract: Rock image classification plays a crucial role in geological exploration, mineral resource development, and environmental monitoring. However, rock images often exhibit high intra-class similarity and low inter-class variation, posing challenges for accurate classification. Additionally, existing… read more here.
Keywords: classification; image classification; rock image; rock ... See more keywords