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Multi-parametric MRI-based radiomics signature for discriminating between clinically significant and insignificant prostate cancer: Cross-validation of a machine learning method 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2019, 卷号: 115, 页码: 16-21
Authors:  Min, Xiangde;  Li, Min;  Dong, Di;  Feng, Zhaoyan;  Zhang, Peipei;  Ke, Zan;  You, Huijuan;  Han, Fangfang;  Ma, He;  Tian, Jie;  Wang, Liang
Favorite  |  View/Download:8/0  |  Submit date:2019/07/12
Magnetic resonance imaging  Prostatic neoplasms  Neoplasm grading  Radiomics  
LightweightNet: Toward fast and lightweight convolutional neural networks via architecture distillation 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 88, 页码: 272-284
Authors:  Xu, Ting-Bing;  Yang, Peipei;  Zhang, Xu-Yao;  Liu, Cheng-Lin
Favorite  |  View/Download:8/0  |  Submit date:2019/07/12
Deep network acceleration and compression  Architecture distillation  Lightweight network  
GRMA: Generalized Range Move Algorithms for the Efficient Optimization of MRFs 期刊论文
International Journal of Computer Vision, 2017, 卷号: 121, 期号: 3, 页码: 365-390
Authors:  Kangwei Liu;  Junge Zhang;  Peipei Yang;  Stephen Maybank;  Kaiqi Huang
View  |  Adobe PDF(1430Kb)  |  Favorite  |  View/Download:64/3  |  Submit date:2016/10/26
Markov Random Field  Discrete Optimization  Range Move Algorithms  
Margin-aware binarized weight networks for image classification 会议论文
Proc. International Conference on Image and Graphics (ICIG 2017), Shanghai, China, 13-15 Sep.
Authors:  Xu, Tingbing;  Yang, Peipei;  Zhang, Xuyao;  Liu, Chenglin
View  |  Adobe PDF(459Kb)  |  Favorite  |  View/Download:109/25  |  Submit date:2018/01/05
Deep Network Compression  Binarized Weight Networks  Binary-l2 Regularization  
ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering 会议论文
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, Las Vegas, USA, 2016-6
Authors:  Zhang, Zhang;  Huang, Kaiqi;  Tan, Tieniu;  Yang, Peipei;  Li, Jun
View  |  Adobe PDF(1177Kb)  |  Favorite  |  View/Download:87/14  |  Submit date:2016/10/31
Slow Feature Analysis  Trajectory Clustering  
FastLCD: Fast Label Coordinate Descent for the Efficient Optimization of 2D Label MRFs 会议论文
International Joint Conference on Artificial Intelligence, 美国, 2016
Authors:  Liu KW(刘康伟);  Zhang JG(张俊格);  Yang PP(杨沛沛);  Huang KQ(黄凯奇);  Huang KQ(黄凯奇)
View  |  Adobe PDF(448Kb)  |  Favorite  |  View/Download:119/12  |  Submit date:2016/06/30
马尔科夫随机场  标号坐标梯度下降  
Adaptive Slice Representation for Human Action Classification 期刊论文
Authors:  Shan, Yanhu;  Zhang, Zhang;  Yang, Peipei;  Huang, Kaiqi;  Kaiqi Huang
View  |  Adobe PDF(2720Kb)  |  Favorite  |  View/Download:133/33  |  Submit date:2015/11/12
Action Recognition  Adaptive Slice  Mel Frequency Cepstrum Coefficient (Mfcc)  Minimum Average Entropy (Minae)  
GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs 会议论文
2015 IEEE Conference on Computer Vision and Pattern Recognition, 美国, 2015-6
Authors:  Liu KW(刘康伟);  Zhang JG(张俊格);  Yang PP(杨沛沛);  Huang KQ(黄凯奇);  Huang KQ(黄凯奇)
View  |  Adobe PDF(2405Kb)  |  Favorite  |  View/Download:90/3  |  Submit date:2016/06/30
图割  马尔科夫随机场  
Combination of Classification and Clustering Results with Label Propagation 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2014, 卷号: 21, 期号: 5, 页码: 610-614
Authors:  Zhang, Xu-Yao;  Yang, Peipei;  Zhang, Yan-Ming;  Huang, Kaizhu;  Liu, Cheng-Lin
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Classification  Clustering  Label Propagation  
Robust Object Recognition via Visual Pathway Feedback 会议论文
ICPR, Stockholm,Sweden, 2014
Authors:  Chong Wang;  Junge Zhang;  Peipei Yang;  Kaiqi Huang
View  |  Adobe PDF(586Kb)  |  Favorite  |  View/Download:63/8  |  Submit date:2016/10/26
Object Recognition  Bag Of Words  Visual Pathway Feedback