Convolutional Neural Networks for Direct Text Deblurring in Matlab

Convolutional Neural Networks for Direct Text Deblurring in Matlab

Abstract:

We focus on restoration of text documents and we show that this type of highly structured data can be successfully restored by a convolutional neural network. The networks are trained to reconstruct high-quality images directly from blurry inputs without assuming any specific blur and noise models.