Analytical and Instrumentation Science Symposia
Machine Learning and Compressive Sensing for Signal Processing and Image Reconstruction in Microscopy and Microanalysis
Abstract
Problems and Progress in Automating Electron Microscopy Segmentation
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- 01 August 2018, pp. 508-509
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Front Cover (OFC, IFC) and matter
MAM volume 24 issue s2 Cover and Front matter
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- 10 August 2018, pp. f1-f20
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Analytical and Instrumentation Science Symposia
Machine Learning and Compressive Sensing for Signal Processing and Image Reconstruction in Microscopy and Microanalysis
Abstract
An Autonomous Microscopy Workflow for Structure Determination from Atomic-Resolution Images
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- 01 August 2018, pp. 510-511
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Identifying Atoms in High Resolution Transmission Electron Micrographs Using a Deep Convolutional Neural Net
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- 01 August 2018, pp. 512-513
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Pioneering the Use of Neural Network Architectures and Feature Engineering for Real-Time Augmented Microscopy and Analysis
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- 01 August 2018, pp. 514-515
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Real-time Image Processing and Restoration Prototype for the SEM: Initial Steps
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- 01 August 2018, pp. 516-517
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Tricky Registration for Unruly Data: Image Registration of Low-Signal-to-Noise Cryo-STEM Data
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- 01 August 2018, pp. 518-519
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Machine Learning Powered Image Segmentation
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- 01 August 2018, pp. 520-521
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Reducing the Learning Population Size for Morphological Classification of Natural Materials: Example of Gold Grains from Backscattered Electron Images
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- 01 August 2018, pp. 522-523
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Coupling of First Principles and Machine Learning for High Throughput Calculation of Evaporation Fields
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- 01 August 2018, pp. 524-525
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Machine Learning for Atomic Scale Chemical and Morphological Assessment
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- 01 August 2018, pp. 526-527
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Extended High Efficiency Computed Tomography with Optimized Recursions
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- 01 August 2018, pp. 528-529
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Deep Convolutional Neural Network Approach as a Universal Tool for Determination of Local 3D Structure from ABF STEM Images of Perovskitesy
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- 01 August 2018, pp. 530-531
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Dragonfly as a Platform for Easy Image-based Deep Learning Applications
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- 01 August 2018, pp. 532-533
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Data Analytics and Model-based Imaging for Microstructure and Physical Property Interpretations
Abstract
Atomic Manipulation on a Scanning Transmission Electron Microscope Platform using Real-Time Image Processing and Feedback
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- 01 August 2018, pp. 534-535
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Custom Scan Control and Time Resolved Signal Acquisition for High Resolution SEM Imaging
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- 01 August 2018, pp. 536-537
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Rapid Atomic-Resolution Image Analysis: Towards Near-Instant Feedback
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- 01 August 2018, pp. 538-539
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Towards Real Time Quantitative Analysis of Supported Nanoparticle Ensemble Evolution Investigated by Environmental TEM
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- 01 August 2018, pp. 540-541
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Metallic Copper Clusters Decorating Cu Ferrites Revealed by Deep Data Analysis
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- 01 August 2018, pp. 542-543
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Dynamic Determination of Phase Diagrams by Active Machine Learning
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- 01 August 2018, pp. 544-545
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