Scene Text Analysis using Deep Belief Networks
"Scene Text Analysis using Deep Beli..." refers background or methods in this paper
...architecture is from  where a 3 layer DBN architecture is used for the handwriting recognition problem on MNIST dataset....
...The main motivation for a deep network was conceived from the comparison study of RBM and DBN , which emphasizes on the fact that using more layers of RBMs increase the representational capability of the network....
...Deep belief networks are probabilistic generative models that have several layers and can be trained by both unsupervised and supervised techniques ....
"Scene Text Analysis using Deep Beli..." refers background in this paper
...Representation learning  uses layers of unsupervised algorithms which learn abstract concepts from the data and thus is able to increase the accuracy of the classifier....