Improving Long Handwritten Text Line Recognition with Convolutional Multi-way Associative Memory

Duc Nguyen, Nhan Tran, Hung Le

Convolutional Recurrent Neural Networks (CRNNs) excel at scene text recognition. Unfortunately, they are likely to suffer from vanishing/exploding gradient problems when processing…