Application of Deep Learning Workflow for Autonomous Grain Size Analysis

Defect Detection in Atomic Resolution Transmission Electron Microscopy Images Using Machine Learning

(2021) Philip Cho et al.   Mathematics

Determination of the Grain Size in Single-Phase Materials by Edge Detection and Concatenation

(2020) Lucijano Berus et al.   Metals

Using convolutional neural networks to predict composite properties beyond the elastic limit

(2019) Charles Yang et al.   MRS Communications

Convolutional Neural Networks for Crystal Material Property Prediction Using Hybrid Orbital-Field Matrix and Magpie Descriptors

(2019) Zhuo Cao et al.   Crystals

An automated methodology for grain segmentation and grain size measurement from optical micrographs

(2019) Siddhartha Banerjee et al.   MEASUREMENT

Multi-channel convolutional neural networks for materials properties prediction

(2019) Xiaolong Zheng et al.   COMPUTATIONAL MATERIALS SCIENCE

Automatic detection of particle size distribution by image analysis based on local adaptive canny edge detection and modified circular Hough transform

(2018) Yingchao Meng et al.   MICRON

Weka Trainable Segmentation Plugin in ImageJ: A Semi-Automatic Tool Applied to Crystal Size Distributions of Microlites in Volcanic Rocks

(2018) Charline Lormand et al.   MICROSCOPY AND MICROANALYSIS

U-Net: deep learning for cell counting, detection, and morphometry

(2018) Thorsten Falk et al.   NATURE METHODS

Photovoltaic Performance of Perovskite Solar Cells with Different Grain Sizes

(2015) Hyung Do Kim et al.   ADVANCED MATERIALS

Fast Edge Detection Using Structured Forests

(2015) Piotr Dollar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Statistical Approach to Detect Edges in SAR Images Based on Square Successive Difference of Averages

(2012) Xingyu Fu et al.   IEEE Geoscience and Remote Sensing Letters

Automatic grain size determination in microstructures using image processing

(2012) H. Peregrina-Barreto et al.   MEASUREMENT

Comparison of EBSD and conventional methods of grain size measurement of hardmetals

(2008) K.P. Mingard et al.   INTERNATIONAL JOURNAL OF REFRACTORY METALS & HARD MATERIALS

An elastic–viscoplastic model of deformation in nanocrystalline metals based on coupled mechanisms in grain boundaries and grain interiors

(2007) Yujie Wei et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING