How to classify sand types: A deep learning approach

Analysis of transfer learning for deep neural network based plant classification models

(2019) Aydin Kaya et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Reliability and applicability of the Krumbein-Sloss chart for estimating geomechanical properties in sands

(2018) Yejin Kim et al.   ENGINEERING GEOLOGY

Quantification of bulk form and angularity of particle with correlation of shear strength and packing density in sands

(2017) Hyoung Suk Suh et al.   ENGINEERING GEOLOGY

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

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

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

How Deep Learning Extracts and Learns Leaf Features for Plant Classification

(2017) Sue Han Lee et al.   PATTERN RECOGNITION

Effect of particle shape on the shear strength of fault gouge

(2016) Kwang Yeom Kim et al.   GEOSCIENCES JOURNAL

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

(2016) Arnaud Arindra Adiyoso Setio et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Effect of Particle Shape on the Mechanical Behavior of Natural Sands

(2016) Fatin N. Altuhafi et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Particle Roundness and Sphericity from Images of Assemblies by Chart Estimates and Computer Methods

(2016) Roman D. Hryciw et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Shape classification of wear particles by image boundary analysis using machine learning algorithms

(2016) Wei Yuan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

3D quantitative shape analysis on form, roundness, and compactness with μCT

(2016) Budi Zhao et al.   POWDER TECHNOLOGY

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

3D finite element modeling of sand particle fracture based on in situ X-Ray synchrotron imaging

(2015) Andrew M. Druckrey et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Oxidation wear monitoring based on the color extraction of on-line wear debris

(2015) Yeping Peng et al.   WEAR

Refined modeling and movement characteristics analyses of irregularly shaped particles

(2014) Y. W. Zeng et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

A wear particle identification method by combining principal component analysis and grey relational analysis

(2013) Jingqiu Wang et al.   WEAR

Role of Particle Angularity on the Mechanical Behavior of Granular Mixtures

(2012) H. Shin et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

The influence of particle characteristics on the behaviour of coarse grained soils

(2010) I. CAVARRETTA et al.   GEOTECHNIQUE

A practical approach to grain shape quantification

(2007) Melissa R. Cox et al.   ENGINEERING GEOLOGY