31 citations · 62 across the 4 of their papers we have counts for
4 papers
A Versatility-Performance Balanced Hardware Architecture for Scene Text Detection
Yao Xin, Guoming Tang, Donglong Chen +4
Detecting and extracting textual information from natural scene images needs Scene Text Detection (STD) algorithms. Fully Convolutional Neural Networks (FCNs) are usually utilized…
Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers
Junjie Liu, Zhe Xu, Runbin Shi +2
We present a novel network pruning algorithm called Dynamic Sparse Training that can jointly find the optimal network parameters and sparse network structure in a unified optimizat…
Accurate and Compact Convolutional Neural Networks with Trained Binarization
Zhe Xu, Ray C. C. Cheung
Although convolutional neural networks (CNNs) are now widely used in various computer vision applications, its huge resource demanding on parameter storage and computation makes th…
A Robust Background Initialization Algorithm with Superpixel Motion Detection
Zhe Xu, Biao Min, Ray C. C. Cheung
Scene background initialization allows the recovery of a clear image without foreground objects from a video sequence, which is generally the first step in many computer vision and…