Microstructure classification - Open Access .click

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From Speech to Sonography: Spectral Networks for Ultrasound Microstructure Classification

IEEE Transactions on Biomedical Engineering
The frequency dependence of backscattered radiofrequency (RF) signals produced by ultrasound scanners carries rich information related to the tissue microstructure (i.e., scatterer size, attenuation). This information can be sue to classify tissues based on microstructural changes associated to disease onset and progression.
Ali K. Z. Tehrani +8 more
openaire +2 more sources

Application of deep learning to shale microstructure classification

Marine and Petroleum Geology, 2022
Amanda Knaup +5 more
openaire +1 more source

Ceramics overview: classification by microstructure and processing methods.

Compendium of continuing education in dentistry (Jamesburg, N.J. : 1995), 2011
The plethora of ceramic systems available today for all types of indirect restorations can be confusing--and overwhelming--for the clinician. Having a better understanding of them is key. The authors use classification systems based on the microstructural components of ceramics and the processing techniques to help illustrate the various properties and
Russell, Giordano, Edward A, McLaren
openaire +1 more source

Microstructure classification in the unsupervised context

Acta Materialia, 2022
Raymundo Arroyave, Vahid Attari
exaly

A machine learning model for multi-class classification of quenched and partitioned steel microstructure type by the k-nearest neighbor algorithm

Computational Materials Science, 2023
Swarup Ghosh, Subhas Ganguly
exaly

Image-based microstructure classification of mortar and paste using convolutional neural networks and transfer learning

Cement and Concrete Composites, 2022
Ye Li, Lihua Xie, Kang Hai Tan
exaly

Classification of Microstructure Images of Metals Using Transfer Learning

2023
Mohammed Abdul Hafeez Khan +4 more
openaire +1 more source

Prediction of Casting Mechanical Parameters Based on Direct Microstructure Image Analysis Using Deep Neural Network and Graphite Forms Classification

Lecture Notes in Computer Science, 2023
Dorota Wilk-Kołodziejczyk +2 more
exaly

A generic high-throughput microstructure classification and quantification method for regular SEM images of complex steel microstructures combining EBSD labeling and deep learning

Journal of Materials Science and Technology, 2021
Minghao Huang +2 more
exaly