Browsing Engineering (Faculty of) by Subject "convolution neural network"
Now showing items 1-4 of 4
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Applications of Neural Networks in Classifying Trained and Novel Gestures Using Surface Electromyography
(University of Waterloo, 2019-09-09)Current prosthetic control systems explored in the literature that use pattern recognition can perform a limited number of pre-assigned functions, as they must be trained using muscle signals for every movement the user ... -
Breast Cancer Detection Using Microwaves and Microwave-Thermography Techniques
(University of Waterloo, 2021-11-16)The accelerated growth in Microwave Imaging (MWI) and Microwave Detection (MWD) is driven by microwave ability to penetrate materials that are considered opaque at a shorter wavelength. This elevates MWI potential to ... -
Global-connected network with generalized ReLU activation
(Elsevier, 2019-12)Recent Progress has shown that exploitation of hidden layer neurons in convolutional neural networks (CNN) incorporating with a carefully designed activation function can yield better classification results in the field ... -
Stereoscopic image quality assessment by deep convolutional neural network
(Elsevier, 2019-01)In this paper, we propose a no-reference (NR) quality assessment method for stereoscopic images by deep convolutional neural network (DCNN). Inspired by the internal generative mechanism (IGM) in the human brain, which ...