212 citations · 1k across the 74 of their papers we have counts for
9 papers · 1 filter
Detecting Curve Text in the Wild: New Dataset and New Solution
Liu Yuliang, Jin Lianwen, Zhang Shuaitao +1
Scene text detection has been made great progress in recent years. The detection manners are evolving from axis-aligned rectangle to rotated rectangle and further to quadrangle. Ho…
Feature Enhancement Network: A Refined Scene Text Detector
Sheng Zhang, Yuliang Liu, Lianwen Jin +1
In this paper, we propose a refined scene text detector with a \textit{novel} Feature Enhancement Network (FEN) for Region Proposal and Text Detection Refinement. Retrospectively,…
Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition
Weixin Yang, Terry Lyons, Hao Ni +2
Landmark-based human action recognition in videos is a challenging task in computer vision. One key step is to design a generic approach that generates discriminative features for…
Online Signature Verification using Recurrent Neural Network and Length-normalized Path Signature
Songxuan Lai, Lianwen Jin, Weixin Yang
Inspired by the great success of recurrent neural networks (RNNs) in sequential modeling, we introduce a novel RNN system to improve the performance of online signature verificatio…
Design of a Very Compact CNN Classifier for Online Handwritten Chinese Character Recognition Using DropWeight and Global Pooling
Xuefeng Xiao, Yafeng Yang, Tasweer Ahmad +2
Currently, owing to the ubiquity of mobile devices, online handwritten Chinese character recognition (HCCR) has become one of the suitable choice for feeding input to cell phones a…
DropRegion Training of Inception Font Network for High-Performance Chinese Font Recognition
Shuangping Huangm Zhuoyao Zhong, Lianwen Jin, Shuye Zhang +1
Chinese font recognition (CFR) has gained significant attention in recent years. However, due to the sparsity of labeled font samples and the structural complexity of Chinese chara…
Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection
Yuliang Liu, Lianwen Jin
Detecting incidental scene text is a challenging task because of multi-orientation, perspective distortion, and variation of text size, color and scale. Retrospective research has…
Building Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese Character Recognition
Xuefeng Xiao, Lianwen Jin, Yafeng Yang +3
Like other problems in computer vision, offline handwritten Chinese character recognition (HCCR) has achieved impressive results using convolutional neural network (CNN)-based meth…
Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling
Songxuan Lai, Lianwen Jin, Weixin Yang
This paper presents an investigation of several techniques that increase the accuracy of online handwritten Chinese character recognition (HCCR). We propose a new training strategy…