Date of Award
Master of Science (MS)
Deep Neural Networks have the tendency to be easily fooled and research has shown that these neural networks consider unrecognizable images as recognizable. And, essentially this could lead to a lot of problems in secure systems based on image recognition. As, a solution to this problem, this paper a denoising architecture that extracts the noise from an image thus enabling the neural network to accurately label an image.
Kokkirala, Nikhita, "Deep Neural Networks to Denoise Images." Thesis, Georgia State University, 2019.
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