Computer Vision

Convolutional Neural Networks: Basic Concepts and Applications in Manufacturing
We discuss basic concepts of convolutional neural networks (CNNs) and outline uses in manufacturing. We begin by discussing how …
Shengli Jiang, Shiyi Qin, Joshua L Pulsipher, Victor M Zavala
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Convolutional Neural Networks: Basic Concepts and Applications in Manufacturing
Sensing Gas Mixtures by Analyzing the Spatiotemporal Optical Responses of Liquid Crystals Using 3D Convolutional Neural Networks
We report how analysis of the spatial and temporal optical responses of liquid crystal (LC) films to targeted gases, when performed …
Nanqi Bao, Shengli Jiang, Alexander D Smith, James J Schauer, Manos Mavrikakis, Reid C Van Lehn, Victor M Zavala, Nicholas L Abbott
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Sensing Gas Mixtures by Analyzing the Spatiotemporal Optical Responses of Liquid Crystals Using 3D Convolutional Neural Networks