摘要手写汉字识别(Handwritten Chinese character recognition, HCCR)
是模式识别的一个重要研究领域, 最近几十年来得到了广泛的研究与关注 …

This paper presents the novel hierarchical deep neural network (HDNN) for the general
multivariate regression problem. The recent insight of deep neural network (DNN) is the …

The combinatorial optimization problem of assigning the communicating processes of a
parallel program onto a parallel machine so as to minimize its overall execution time is …

This paper proposes a novel segmentation-free approach using deep neural network based
hidden Markov model (DNN-HMM) for offline handwritten Chinese text recognition. In the …

The path signature feature (PSF) which was initially introduced in rough paths theory as a
branch of stochastic analysis, has recently been successfully applied to the field of pattern …

This paper presents a Deep Convolutional Neural Network (DCNN)-based Chinese Menu
Recognition App. A DCNN is a multi-layer feed-forward neural network and is an alternative …

This paper presents a novel approach to writer adaptation based on convolutional neural
network (CNN) as a feature extractor and improved discriminative linear regression for …

目的在笔式态势标绘应用中, 识别手绘点状军标图形面临着图形类别多, 图形类别之间相似度高,
绘制方向可变等挑战. 针对这些困难提出一个面向手绘军标图形的旋转自由识别方案 …

This paper presents a study of designing compact classifiers using deep neural networks for
recognition of online handwritten Chinese characters. Two schemes are investigated based …

Handwritten Chinese character recognition (HCCR) is a major research area in pattern
recognition. Although recent years have seen tremendous improvement in the use of deep …