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Video super-resolution based on spatial-temporal recurrent residual networks 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2018, 卷号: 168, 页码: 79-92
Authors:  Yang, Wenhan;  Feng, Jiashi;  Xie, Guosen;  Liu, Jiaying;  Guo, Zongming;  Yan, Shuicheng
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Spatial Residue  Temporal Residue  Video Super-resolution  Inter-frame Motion Context  Intra-frame Redundancy  
From Class-Specific to Class-Mixture: Cascaded Feature Representations via Restricted Boltzmann Machine Learning 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 69393-69406
Authors:  Xie, Guo-Sen;  Jin, Xiao-Bo;  Zhang, Xu-Yao;  Zang, Shao-Fei;  Yang, Chunlei;  Wang, Zhiheng;  Pu, Jiexin
Favorite  |  View/Download:16/0  |  Submit date:2019/07/12
Feature extraction  class-specific  RBM  feature learning  
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
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Fine-grained Recognition  Convolutional Neural Networks  Bilinear Pooling  Local Parts  Global Discrimination  
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 6, 页码: 1263-1274
Authors:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yan, Shuicheng;  Liu, Cheng-Lin
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Convolutional Neural Networks (Cnns)  Dictionary  Domain ADaptation (Da)  Fisher Vector  Part Learning  Scene Recognition  
End-to-End Online Writer Identification With Recurrent Neural Network 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2017, 卷号: 47, 期号: 2, 页码: 285-292
Authors:  Zhang, Xu-Yao;  Xie, Guo-Sen;  Liu, Cheng-Lin;  Bengio, Yoshua
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End-to-end  Long Short-term Memory (Lstm)  Online Handwriting  Recurrent Neural Network (Rnn)  Writer Identification  
SDE: A novel selective, discriminative and equalizing feature representation for visual recognition 期刊论文
International Journal of Computer Vision (IJCV), 2017, 卷号: 124, 期号: 2, 页码: 145~168
Authors:  Guo-Sen Xie;  Xu-Yao Zhang;  Shuicheng Yan;  Cheng-Lin Liu
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Convolutional Neural Network · Feature Learning · Pooling · Bag Of Words · Bilevel Optimization  
基于深度学习的图像识别算法研究 学位论文
, 北京: 中国科学院研究生院, 2016
Authors:  谢国森
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卷积神经网络  图像识别  特征表示  汇聚  双层优化  部件  
Task-Driven Feature Pooling for Image Classification 会议论文
ICCV, 智利,圣地亚哥, 2015-12
Authors:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Shu Xiangbo;  Yan Shuicheng;  Cheng-Lin Liu
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Pooling  Cnn  
Task-driven feature pooling for image classification 会议论文
Proc. IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, December 13-16, 2015
Authors:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Shu, Xiangbo;  Yan, Shuicheng;  Liu, Cheng-Lin
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Efficient Feature Coding Based on Auto-encoder Network for Image Classification 会议论文
Procceding of ACCV 2014, 新加坡, 2014-11
Authors:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Liu, Cheng-Lin
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Feature Coding