A transfer learning method for automatic identification of sandstone microscopic images

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Computational Geosciences

• Publication date

  2017-06-01

• Fields of study

  Computer Science, Geology

• Identifiers
  DOI 10.1016/j.cageo.2017.03.007
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification

  2015cited by this paper
• Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment

  2015cited by this paper
• Rock Classification Based on Image Processing and Neural Networks

  2014cited by this paper
• Fully convolutional networks for semantic segmentation

  2014cited by this paper
• Image Classification Recognition for Rock Micro-Thin Section Based on Probabilistic Neural Networks

  2014cited by this paper
• Naïve Bayes Classifier

  2013cited by this paper
• Vision-based rock-type classification of limestone using multi-class support vector machine

  2013cited by this paper
• The application of pattern recognition in the automatic classification of microscopic rock images

  2013cited by this paper
• Application of pattern recognition methods to automatic identification of microscopic images of rocks registered under different polarization and lighting conditions

  2013cited by this paper
• Classification of Intrusive Igneous Rocks Using Digital Image Processing : A Binary Approach

  2013cited by this paper
• Genetic algorithms for feature selection of image analysis-based quality monitoring model: An application to an iron mine

  2011cited by this paper
• A Survey on Transfer Learning

  2010cited by this paper
• Macroscopic Rock Texture Image Classification Using a Hierarchical Neuro-Fuzzy Class Method

  2010cited by this paper
• Textural identification of basaltic rock mass using image processing and neural network

  2010influential reference
• Application of Fractal Models to Distinguish between Different Mineral Phases

  2009cited by this paper
• Support vector machines

  2008influential reference
• Comprehensive Survey on Distance/Similarity Measures between Probability Density Functions

  2007cited by this paper
• Boosting for transfer learning

  2007influential reference
• Digital image processing using MATLAB

  2006cited by this paper
• 基于Naive Bayes Classifiers的航空影像纹理分类

  2006cited by this paper
• Textural identification of carbonate rocks by image processing and neural network: Methodology proposal and examples

  2005cited by this paper
• Introduction to the Logistic Regression Model

  2005cited by this paper
• A decision-theoretic generalization of on-line learning and an application to boosting

  1997cited by this paper
• A Computational Approach to Edge Detection

  1986cited by this paper
• The decision tree classifier: Design and potential

  1977cited by this paper
• Wacke, Graywacke and Matrix--What Approach to Immature Sandstone Classification?

  1964cited by this paper

• Petrographic thin section image classification using traditional and deep learning techniques – A Comparative Evaluation

  2026cites this paper
• Enhanced cross-domain lithology classification in imbalanced datasets using an unsupervised domain Adversarial Network

  2025cites this paper
• Classification of Thin-Section Rock Images Using a Combined CNN and SVM Approach

  2025cites this paper
• Hybrid CNN-Autoencoder model for accurate and efficient fault diagnosis in grid-connected photovoltaic systems

  2025cites this paper
• Automatic seismic fault detection and surface construction

  2025cites this paper
• Geometrical Characterization of Multiscale Pore Structures in Reservoir Rocks Using Machine Learning on Images

  2025cites this paper
• Generating microscopic images of rocks using generative artificial intelligence (GenAI)

  2025cites this paper
• Rock thin section image classification in low data scenarios using few-shot learning

  2025cites this paper
• Classification of Hydrothermal Alteration Types from Thin-Section Images Using Deep Convolutional Neural Networks

  2025cites this paper
• Precision Recognition of Rock Thin Section Images With Multi‐Head Self‐Attention Convolutional Neural Networks

  2025cites this paper
• Research on Intelligent and High‐Precision Structure‐Recognition Methods for Field Geological Outcrop Images

  2025cites this paper
• Micro-macro spatiotemporal multi-graph network model for landslide displacement prediction

  2025cites this paper
• A lightweight model hyperparameters searching method for fast, accurate and on-site lithology identification

  2025cites this paper
• Deep learning accelerates reverse design of Magnetorheological elastomer

  2025cites this paper
• Fast and lightweight automatic lithology recognition based on efficient vision transformer network

  2025cites this paper
• Feature fusion of single and orthogonal polarized rock images for intelligent lithology identification

  2025cites this paper
• Classification of Petrographic Thin Section Images With Depthwise Separable Convolution and Dilated Convolution

  2025cites this paper
• An Improved Swin Transformer for Sandstone Micro-image Classification

  2025cites this paper
• Enhancing Road Surface Temperature Prediction: A Novel Approach Integrating Transfer Learning with Long Short-Term Memory Neural Networks

  2025cites this paper
• Fusion of Geochemical Data and Remote Sensing Data Based on Convolutional Neural Network

  2025cites this paper
• Comparison of model initialization methods in machine learning for thin-section rock image classification

  2025cites this paper
• An Optimization Method for Lightweight Rock Classification Models: Transferred Rich Fine-Grained Knowledge

  2024cites this paper
• High-accuracy slope stability analysis using data-driven and attention-based deep learning model

  2024cites this paper
• Transfer Learning-Based Fault Detection System of Permanent Magnet Synchronous Motors

  2024cites this paper
• Study on automatic lithology identification based on convolutional neural network and deep transfer learning

  2024cites this paper
• Experiments on image data augmentation techniques for geological rock type classification with convolutional neural networks

  2024cites this paper
• Image-based microscale rock typing and its application

  2024cites this paper
• Deep Learning for Refined Lithology Identification of Sandstone Microscopic Images

  2024cites this paper
• RockS2Net: Rock image classification via a spatial localization siamese network

  2024cites this paper
• Data efficient indoor thermal comfort prediction using instance based transfer learning method

  2024cites this paper
• A multiangle polarised imaging‐based method for thin section segmentation

  2024cites this paper
• A novel few-shot learning framework for rock images dually driven by data and knowledge

  2024cites this paper
• Probabilistic Transfer Learning through Ensemble Probabilistic Deep Neural Network

  2023cites this paper
• Novel Rock Image Classification: The Proposal and Implementation of HKUDES_Net

  2023cites this paper
• Application of percentile color intensities of borehole images for automatic fluorite grade assessment

  2023cites this paper
• A review of bearing fault diagnosis based on weakly supervised learning

  2023cites this paper
• Refined lithology identification: Methodology, challenges and prospects

  2023cites this paper
• Short-term traffic flow prediction of parallel roads based on transfer learning

  2023cites this paper
• A novel transfer learning framework for sorghum biomass prediction using UAV-based remote sensing data and genetic markers

  2023cites this paper
• An instance-based deep transfer learning method for quality identification of Longjing tea from multiple geographical origins

  2023cites this paper
• Deterioration of Fresh Sandstone Caused by Experimental Freeze-Thaw Weathering

  2023cites this paper
• Building YoloV4 models for identification of rock minerals in thin section

  2023cites this paper
• Short-term load forecasting based on AM-CIF-LSTM method adopting transfer learning

  2023cites this paper
• Automatic lithology identification method based on efficient deep convolutional network

  2023cites this paper
• Rock thin section image classification based on depth residuals shrinkage network and attention mechanism

  2023cites this paper
• Quantitative Identification of Sandstone Lithology Based On Thin-Section Micrographs Using the U-net and U-net++ Semantic Segmentation Network

  2023cites this paper
• Hard-rock tunnel lithology identification using multi-scale dilated convolutional attention network based on tunnel face images

  2023cites this paper
• Roughness classification detection of Swin-Transformer model based on the multi-angle and convertible image environment

  2023cites this paper
• Few-Shot Image Classification: Current Status and Research Trends

  2022cites this paper
• A multi-feature fusion transfer learning method for displacement prediction of rainfall reservoir-induced landslide with step-like deformation characteristics

  2022cites this paper
• Transfer Learning Based Modeling of Industrial Turbine Airfoil Characteristics

  2022cites this paper
• Rock mass structural surface trace extraction based on transfer learning

  2022cites this paper
• A Novel Method of Multitype Hybrid Rock Lithology Classification Based on Convolutional Neural Networks

  2022cites this paper
• A Graph Convolutional Incorporating GRU Network for Landslide Displacement Forecasting Based on Spatiotemporal Analysis of GNSS Observations

  2022cites this paper
• Three-Dimensional Additive Manufacturing of Artificial Oil Reservoir Rock Core Plugs for Core Flooding Experimental Tests

  2022cites this paper
• Experimental Studies on Rock Thin-Section Image Classification by Deep Learning-Based Approaches

  2022cites this paper
• Novel Rock Image Classification: The Proposal and Implementation of RockNet

  2022cites this paper
• FaciesViT: Vision transformer for an improved core lithofacies prediction

  2022cites this paper
• Convolutional Neural Network for object Identification and Detection

  2022cites this paper
• RETRACTED ARTICLE: Novel Rock Image Classification: The Proposal and Implementation of RockNet

  2022cites this paper
• Dual-input attention network for automatic identification of detritus from river sands

  2021cites this paper
• Deep transfer learning based on LSTM model in stock price forecasting

  2021cites this paper
• Research on rolling bearing fault diagnosis of small dataset based on a new optimal transfer learning network

  2021cites this paper
• Rock Thin-Section Image Classification based on Residual Neural Network

  2021cites this paper
• From machine learning to transfer learning in laser-induced breakdown spectroscopy analysis of rocks for Mars exploration

  2021cites this paper
• Mineral Photos Recognition Based on Feature Fusion and Online Hard Sample Mining

  2021cites this paper
• Automated Classification of High-resolution Rock Image Based on Residual Neural Network

  2021cites this paper
• Interpretable deep learning for roof fall hazard detection in underground mines

  2021cites this paper
• Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects

  2021cites this paper
• Deep transfer learning for conditional shift in regression

  2021cites this paper
• Integrated Lithology Identification based on Images and Elemental Data from Rocks

  2021cites this paper
• Rock classification in petrographic thin section images based on concatenated convolutional neural networks

  2020cites this paper
• FSRM-STS: Cross-dataset pedestrian retrieval based on a four-stage retrieval model with Selection-Translation-Selection

  2020cites this paper
• Instance-based ensemble deep transfer learning network: A new intelligent degradation recognition method and its application on ball screw

  2020cites this paper
• Self-blast state detection of glass insulators based on stochastic configuration networks and a feedback transfer learning mechanism

  2020cites this paper
• Exploring Sample/Feature Hybrid Transfer for Gear Fault Diagnosis Under Varying Working Conditions

  2020cites this paper
• A multi-task multi-class learning method for automatic identification of heavy minerals from river sand

  2020cites this paper
• Boosting Tree-Assisted Multitask Deep Learning for Small Scientific Datasets

  2020cites this paper
• Grain segmentation of sandstone images based on convolutional neural networks and weighted fuzzy clustering

  2020cites this paper
• Adaptively Transferring Deep Neural Networks with a Hybrid Evolution Strategy

  2020cites this paper
• Roof fall hazard detection with convolutional neural networks using transfer learning

  2020cites this paper
• A multiclass TrAdaBoost transfer learning algorithm for the classification of mobile lidar data

  2020cites this paper
• Mesozoic Subduction Accretion History in Central Tibet Constrained From Provenance Analysis of the Mugagangri Subduction Complex in the Bangong‐Nujiang Suture Zone

  2020cites this paper
• A Deep Learning Model for Quick and Accurate Rock Recognition with Smartphones

  2020cites this paper
• Automatic Cross-Domain Transfer Learning for Linear Regression

  2020cites this paper
• Classification and extent determination of rock slope using deep learning

  2020cites this paper
• Anchored Model Transfer and Soft Instance Transfer for Cross-Task Cross-Domain Learning: A Study Through Aspect-Level Sentiment Classification

  2020cites this paper
• Recognizing Multiple Types of Rocks Quickly and Accurately Based on Lightweight CNNs Model

  2020cites this paper
• Transfer between multiple machine plants: A modified fast self-organizing feature map and two-order selective ensemble based fault diagnosis strategy

  2020cites this paper
• Image classification with an RGB-channel nonsubsampled contourlet transform and a convolutional neural network

  2020cites this paper
• Deep Learning Model Comparison for Vision-Based Classification of Full/Empty-Load Trucks in Earthmoving Operations

  2019cites this paper
• A Deep Learning Based Method for the Non-Destructive Measuring of Rock Strength through Hammering Sound

  2019cites this paper
• Intelligent Identification for Rock-Mineral Microscopic Images Using Ensemble Machine Learning Algorithms

  2019cites this paper
• An Enhanced Rock Mineral Recognition Method Integrating a Deep Learning Model and Clustering Algorithm

  2019cites this paper
• Intelligent Identification of Maceral Components of Coal Based on Image Segmentation and Classification

  2019cites this paper
• Measuring rock surface strength based on spectrograms with deep convolutional networks

  2019cites this paper
• Enhanced Regional Monitoring of Wheat Powdery Mildew Based on an Instance-Based Transfer Learning Method

  2019cites this paper
• Automatic Recognition of Rock Images Based on Convolutional Neural Network and Discrete Cosine Transform

  2019cites this paper
• Automatic Identification of Conodonts Based on Deep Learning

  2019cites this paper
• Intelligent Estimation of Vitrinite Reflectance of Coal from Photomicrographs Based on Machine Learning

  2019cites this paper