A Fast C++ Implementation of Neural Network Backpropagation Training Algorithm: Application to Bayesian Optimal Image Demosaicing

Recent years have seen a surge of interest in multilayer neural networks fueled by their successful applications in numerous image processing and computer vision tasks. In this article, we describe a C++ implementation of the stochastic gradient descent to train a multilayer neural network, where a...

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Bibliographic Details
Main Authors: Yi-Qing Wang, Nicolas Limare
Format: Article
Language:English
Published: Image Processing On Line 2015-09-01
Series:Image Processing On Line
Online Access:http://www.ipol.im/pub/art/2015/137/