Deep Learning Applications with Practical Measured Results in Electronics Industries

• Main Author: Kung, Hsu-Yang (auth)
• Other Authors: Chen, Chi-Hua (auth), Horng, Mong-Fong (auth), Hwang, Feng-Jang (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: MDPI - Multidisciplinary Digital Publishing Institute 2020
• Subjects: History of engineering & technology; faster region-based CNN; visual tracking; intelligent tire manufacturing; eye-tracking device; neural networks; A*; information measure; oral evaluation; GSA-BP; tire quality assessment; humidity sensor; rigid body kinematics; intelligent surveillance; residual networks; imaging confocal microscope; update mechanism; multiple linear regression; geometric errors correction; data partition; Imaging Confocal Microscope; image inpainting; lateral stage errors; dot grid target; K-means clustering; unsupervised learning; recommender system; underground mines; digital shearography; optimization techniques; saliency information; gated recurrent unit; multivariate time series forecasting; multivariate temporal convolutional network; foreign object; data fusion; update occasion; generative adversarial network; CNN; compressed sensing; background model; image compression; supervised learning; geometric errors; UAV; nonlinear optimization; reinforcement learning; convolutional network; neuro-fuzzy systems; deep learning; image restoration; neural audio caption; hyperspectral image classification; neighborhood noise reduction; GA; MCM uncertainty evaluation; binary classification; content reconstruction; kinematic modelling; long short-term memory; transfer learning; network layer contribution; instance segmentation; smart grid; unmanned aerial vehicle; forecasting; trajectory planning; discrete wavelet transform; machine learning; computational intelligence; tire bubble defects; offshore wind; multiple constraints; human computer interaction; Least Squares method
• Online Access: DOAB: download the publication; DOAB: description of the publication

This book collects 14 articles from the Special Issue entitled "Deep Learning Applications with Practical Measured Results in Electronics Industries" of Electronics. Topics covered in this Issue include four main parts: (1) environmental information analyses and predictions, (2) unmanned a...