53 citations · 187 across the 15 of their papers we have counts for
4 papers · 1 filter
DeepWriterID: An End-to-end Online Text-independent Writer Identification System
Weixin Yang, Lianwen Jin, Manfei Liu
Owing to the rapid growth of touchscreen mobile terminals and pen-based interfaces, handwriting-based writer identification systems are attracting increasing attention for personal…
Improved Deep Convolutional Neural Network For Online Handwritten Chinese Character Recognition using Domain-Specific Knowledge
Weixin Yang, Lianwen Jin, Zecheng Xie +1
Deep convolutional neural networks (DCNNs) have achieved great success in various computer vision and pattern recognition applications, including those for handwritten Chinese char…
DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition
Weixin Yang, Lianwen Jin, Dacheng Tao +2
Inspired by the theory of Leitners learning box from the field of psychology, we propose DropSample, a new method for training deep convolutional neural networks (DCNNs), and apply…
Character-level Chinese Writer Identification using Path Signature Feature, DropStroke and Deep CNN
Weixin Yang, Lianwen Jin, Manfei Liu
Most existing online writer-identification systems require that the text content is supplied in advance and rely on separately designed features and classifiers. The identification…