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Cascaded Subpatch Networks for Effective CNNs 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 7, 页码: 2684-2694
作者:  Jiang, Xiaoheng;  Pang, Yanwei;  Sun, Manli;  Li, Xuelong;  Pang, YW (reprint author), Tianjin Univ, Sch Elect & Informat Enginnering, Tianjin 300072, Peoples R China.
Adobe PDF(2610Kb)  |  收藏  |  浏览/下载：309/1  |  提交时间：2018/07/13
Cascaded Subpatch Networks (Csnet)  Convolutional Neural Network (Cnn)  Feature Extraction  Subpatch Filter  
Convolution in Convolution for Network in Network 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1587-1597
作者:  Pang, Yanwei;  Sun, Manli;  Jiang, Xiaoheng;  Li, Xuelong;  Pang, YW (reprint author), Tianjin Univ, Sch Elect & Informat Enginnering, Tianjin 300072, Peoples R China.
Adobe PDF(2493Kb)  |  收藏  |  浏览/下载：225/1  |  提交时间：2018/05/14
Convolution In Convolution (Cic)  Convolutional Neural Networks (Cnns)  Image Recognition  Network In Network (nIn)  
Deep neural networks with Elastic Rectified Linear Units for object recognition 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1132-1139
作者:  Jiang, Xiaoheng;  Pang, Yanwei;  Li, Xuelong;  Pan, Jing;  Xie, Yinghong
Adobe PDF(921Kb)  |  收藏  |  浏览/下载：223/3  |  提交时间：2018/12/12
Deep Neural Networks  Elastic Rectified Linear Unit (Erelu)  Elastic Parametric Rectified Linear Unit (Eprelu)  Non-saturating Nonlinear Activation Function  
Speed up deep neural network based pedestrian detection by sharing features across multi-scale models 期刊论文
NEUROCOMPUTING, 2016, 卷号: 185, 页码: 163-170
作者:  Jiang, Xiaoheng;  Pang, Yanwei;  Li, Xuelong;  Pan, Jing
Adobe PDF(867Kb)  |  收藏  |  浏览/下载：194/1  |  提交时间：2016/08/19
Pedestrian Detection  Deep Neural Networks  Convolutional Neural Networks  Share Features  
Efficient object detection by prediction in 3D space 期刊论文
SIGNAL PROCESSING, 2015, 卷号: 112, 期号: SI, 页码: 64-73
作者:  Pang, Yanwei;  Jiang, Xiaoheng;  Li, Xuelong;  Pan, Jing
Adobe PDF(1172Kb)  |  收藏  |  浏览/下载：290/2  |  提交时间：2015/07/17
Object Detection  Scaling Capacity  Translation Capacity  Diamond Scanning  
Flexible sliding windows with adaptive pixel strides 期刊论文
SIGNAL PROCESSING, 2015, 卷号: 110, 页码: 37-45
作者:  Jiang, Xiaoheng;  Pang, Yanwei;  Pan, Jing;  Li, Xuelong
Adobe PDF(2061Kb)  |  收藏  |  浏览/下载：232/2  |  提交时间：2015/07/14
Object Detection  Sliding Window  Adaptive Strides  Sparse Sampling