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LightweightNet: Toward fast and lightweight convolutional neural networks via architecture distillation 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 88, 期号: 88, 页码: 272-284
Authors:  Xu, Ting-Bing;  Yang, Peipei;  Zhang, Xu-Yao;  Liu, Cheng-Lin
View  |  Adobe PDF(1571Kb)  |  Favorite  |  View/Download:25/6  |  Submit date:2019/07/12
Deep network acceleration and compression  Architecture distillation  Lightweight network  
LG-CNN: From local parts to global discrimination for fine-grained recognition 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 71, 期号: 71, 页码: 118-131
Authors:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yang, Wenhan;  Xu, Mingliang;  Yan, Shuicheng;  Liu, Cheng-Lin
View  |  Adobe PDF(2717Kb)  |  Favorite  |  View/Download:236/130  |  Submit date:2018/01/16
Fine-grained Recognition  Convolutional Neural Networks  Bilinear Pooling  Local Parts  Global Discrimination  
Learning completed discriminative local features for texture classification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 67, 页码: 263-275
Authors:  Zhang, Zhong;  Liu, Shuang;  Mei, Xing;  Xiao, Baihua;  Zheng, Liang
Favorite  |  View/Download:67/0  |  Submit date:2017/07/18
Texture Classification  Discriminative Learning  Local Binary Patterns  Adaptive Histogram Accumulation  
Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 61, 期号: 61, 页码: 348-360
Authors:  Zhang, Xu-Yao;  Bengio, Yoshua;  Liu, Cheng-Lin;  Xu-Yao Zhang
View  |  Adobe PDF(1637Kb)  |  Favorite  |  View/Download:309/165  |  Submit date:2016/10/27
Handwriting Recognition  Chinese Characters  Online  Offline  Directional Feature Map  Convolutional Neural Network  Adaptation  
Adaptive spatial pooling for image classification 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 55, 页码: 58-67
Authors:  Liu, Yinglu;  Zhang, Yan-Ming;  Zhang, Xu-Yao;  Liu, Cheng-Lin
View  |  Adobe PDF(1748Kb)  |  Favorite  |  View/Download:272/70  |  Submit date:2016/04/06
Weighted Pooling  Spatial Layout  Distribution Matrix  Image Classification  
Discriminative quadratic feature learning for handwritten Chinese character recognition 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 49, 期号: 1, 页码: 7-18
Authors:  Zhou, Ming-Ke;  Zhang, Xu-Yao;  Yin, Fei;  Liu, Cheng-Lin
View  |  Adobe PDF(1397Kb)  |  Favorite  |  View/Download:321/143  |  Submit date:2015/11/23
Handwritten Chinese Character Recognition  Discriminative Feature Learning  Quadratic Correlation  Dimensionality Promotion  Training Set Expansion  
Automatic recognition of serial numbers in bank notes 期刊论文
PATTERN RECOGNITION, 2014, 卷号: 47, 期号: 8, 页码: 2621-2634
Authors:  Feng, Bo-Yuan;  Ren, Mingwu;  Zhang, Xu-Yao;  Suen, Ching Y.
Favorite  |  View/Download:75/0  |  Submit date:2015/09/18
Bank Note Serial Number Recognition  Cascade Rejection  Synthetic Training Samples  Multiple Classifier System  
Evaluation of weighted Fisher criteria for large category dimensionality reduction in application to Chinese handwriting recognition 期刊论文
PATTERN RECOGNITION, 2013, 卷号: 46, 期号: 9, 页码: 2599-2611
Authors:  Zhang, Xu-Yao;  Liu, Cheng-Lin
View  |  Adobe PDF(1095Kb)  |  Favorite  |  View/Download:97/34  |  Submit date:2015/08/12
Dimensionality Reduction  Large Category  Class Separation Problem  Weighted Fisher Criteria  Class Level  Sample Level  Chinese Handwriting Recognition