77 citations · 219 across the 17 of their papers we have counts for
5 papers · 1 filter
Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks
Rui-Yang Ju, Yu-Shian Lin, Yanlin Jin +3
The efficient extraction of text information from the background in degraded color document images is an important challenge in the preservation of ancient manuscripts. The imperfe…
Connection Reduction of DenseNet for Image Recognition
Rui-Yang Ju, Jen-Shiun Chiang, Chih-Chia Chen +1
Convolutional Neural Networks (CNN) increase depth by stacking convolutional layers, and deeper network models perform better in image recognition. Empirical research shows that si…
Efficient Convolutional Neural Networks on Raspberry Pi for Image Classification
Rui-Yang Ju, Ting-Yu Lin, Jia-Hao Jian +1
With the good performance of deep learning algorithms in the field of computer vision (CV), the convolutional neural network (CNN) architecture has become a main backbone of the co…
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions
Rui-Yang Ju, Ting-Yu Lin, Jen-Shiun Chiang +3
With the achievements of Transformer in the field of natural language processing, the encoder-decoder and the attention mechanism in Transformer have been applied to computer visio…
ThreshNet: An Efficient DenseNet Using Threshold Mechanism to Reduce Connections
Rui-Yang Ju, Ting-Yu Lin, Jia-Hao Jian +2
With the continuous development of neural networks for computer vision tasks, more and more network architectures have achieved outstanding success. As one of the most advanced neu…