Ghiasi-Freez et al., 2014 - Google Patents

The automated Dunham classification of carbonate rocks through image processing and an intelligent model

Ghiasi-Freez et al., 2014

Document ID
7285401119098910168
Author
Ghiasi-Freez J
Honarmand-Fard S
Ziaii M
Publication year
Publication venue
Petroleum science and technology

External Links

Snippet

An automated model for classifying the carbonate rocks based on Dunham classification is presented. The proposed model works based on the integration of image analysis and artificial neural network. Images of thin sections, captured by a digital camera attached to an …
Continue reading at www.tandfonline.com (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30244—Information retrieval; Database structures therefor; File system structures therefor in image databases
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46—Extraction of features or characteristics of the image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20112—Image segmentation details
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06Q—DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS

Similar Documents

Publication Publication Date Title
van Lieshout et al. Automated river plastic monitoring using deep learning and cameras
Friedland et al. Changes in higher trophic level productivity, diversity and niche space in a rapidly warming continental shelf ecosystem
Liu et al. Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks
Budennyy et al. Image processing and machine learning approaches for petrographic thin section analysis
Carvalho et al. Automated microfossil identification and segmentation using a deep learning approach
Zhao et al. Waterbody information extraction from remote-sensing images after disasters based on spectral information and characteristic knowledge
CN106651887A (en) Image pixel classifying method based convolutional neural network
Baumstark et al. Alternative spatially enhanced integrative techniques for mapping seagrass in Florida's marine ecosystem
Tang et al. Prediction of the ash content of flotation concentrate based on froth image processing and BP neural network modeling
Sun et al. A texture fused superpixel algorithm for coal mine waste rock image segmentation
Guan Fabric defect delaminating detection based on visual saliency in HSV color space
Dimililer et al. Automated classification of fruits: pawpaw fruit as a case study
Jian et al. A hypergraph-based context-sensitive representation technique for VHR remote-sensing image change detection
Saba et al. Optimization of multiresolution segmentation for object-oriented road detection from high-resolution images
Wu et al. Asphalt pavement crack detection based on multi-scale full convolutional network
Wang et al. Detection of coal content in gangue via image analysis and particle swarm optimization–support vector machine
Wang et al. Change detection in SAR images based on the logarithmic transformation and total variation denoising method
Luo et al. Extraction of bridges over water from IKONOS panchromatic data
Jeong et al. A more reliable defect detection and performance improvement method for panel inspection based on artificial intelligence
San Emeterio et al. Mapping of African urban settlements using Google Earth images
Skurikhin et al. Arctic tundra ice-wedge landscape characterization by active contours without edges and structural analysis using high-resolution satellite imagery
Ghiasi-Freez et al. The automated Dunham classification of carbonate rocks through image processing and an intelligent model
Li et al. A hybrid automatic thresholding approach using panchromatic imagery for rapid mapping of landslides
Kilfoil et al. Using unmanned aerial vehicles and machine learning to improve sea cucumber density estimation in shallow habitats
Bian et al. Individual tree delineation in deciduous forest areas with LiDAR point clouds