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Automated pulmonary nodule detection in CT images using deep convolutional neural networks 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 页码: 109-119
Authors:  Xie, Hongtao;  Yang, Dongbao;  Sun, Nannan;  Chen, Zhineng;  Zhang, Yongdong
Favorite  |  View/Download:53/0  |  Submit date:2019/01/08
Nodule detection  Convolutional neural network  False positive reduction  Computer-aided diagnosis  
Blind Image Quality Assessment via Learnable Attention-based Pooling 期刊论文
Pattern Recognition, 2019, 卷号: 91, 期号: 1, 页码: 332-344
Authors:  Jie, Gu;  Gaofeng, Meng;  Shiming Xiang;  Chunhong, Pan
View  |  Adobe PDF(3081Kb)  |  Favorite  |  View/Download:36/14  |  Submit date:2019/05/15
Image Quality Assessment  Perceptual Image Quality  Visual Attention  Convolutional Neural Network  Learnable Pooling  
Efficient Group-n Encoding and Decoding for Facial Age Estimation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 11, 页码: 2610-2623
Authors:  Zichang Tan;  Jun Wan;  Zhen Lei;  Ruicong Zhi;  Guodong Guo;  Stan Z. Li
View  |  Adobe PDF(1015Kb)  |  Favorite  |  View/Download:91/44  |  Submit date:2018/10/10
Age estimation  deep learning  convolutional neural network  age grouping  data imbalance  
Understanding Deep Neural Network by Filter Sensitive Area Generation Network 会议论文
, Siem Reap, Cambodia, 2018.12.13-2018.12.16
Authors:  Qian, Yang;  Qiao, Hong;  Xu, Jing
View  |  Adobe PDF(826Kb)  |  Favorite  |  View/Download:2/1  |  Submit date:2019/05/06
Convolutional Neural Network  Interpretability  Knowledge Representations  
LFNet: A Novel Bidirectional Recurrent Convolutional Neural Network for Light-Field Image Super-Resolution 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 9, 页码: 4274-4286
Authors:  Wang, Yunlong;  Liu, Fei;  Zhang, Kunbo;  Hou, Guangqi;  Sun, Zhenan;  Tan, Tieniu
Favorite  |  View/Download:40/0  |  Submit date:2018/10/10
Implicitly Multi-scale Fusion  Bidirectional Recurrent Convolutional Neural Network  Light-field  Super-resolution  
Automatic Metallic Surface Defect Detection and Recognition with Convolutional Neural Networks 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 9, 页码: 15
Authors:  Tao Xian;  Zhang Dapeng;  Ma Wenzhi;  Liu Xilong;  Xu De;  Xian Tao
View  |  Adobe PDF(3978Kb)  |  Favorite  |  View/Download:76/20  |  Submit date:2018/10/02
metallic surface  autoencoder  convolutional neural network  defect detection  
Face Detection With Different Scales Based on Faster R-CNN 期刊论文
IEEE Transactions on Cybernetics, 2018, 期号: 0, 页码: 0
Authors:  Wenqi Wu;  Yingjie Yin;  Xingang Wang;  De Xu
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Deep Convolutional Neural Network (Dcnn)  Deep Learning  Face Detection  Faster R-cnn  
Correlational examples for convolutional neural networks to detect small impurities 期刊论文
NEUROCOMPUTING, 2018, 卷号: 295, 期号: 21, 页码: 127-141
Authors:  Guo, Yue;  He, Yijia;  Song, Haitao;  He, Wenhao;  Yuan, Kui
View  |  Adobe PDF(6876Kb)  |  Favorite  |  View/Download:94/31  |  Submit date:2018/05/30
Impurity Detection  Multi-frame Correlation  Convolutional Neural Network  Correlational Example  Sequential Training  
Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2018, 卷号: 10, 期号: 2, 页码: 80-92
Authors:  Chang, Jianlong;  Wang, Lingfeng;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(789Kb)  |  Favorite  |  View/Download:102/26  |  Submit date:2018/01/16
Visual Occlusion  Recursive Segmentation  Vehicle Classification  Deep Convolutional Neural Network  
Two-Step Quantization for Low-bit Neural Networks 会议论文
, Salt Lake City, 2018.06.18-2018.06.22
Authors:  Wang, Peisong;  Hu, Qinghao;  Zhang, Yifan;  Zhang, Chunjie;  Liu, Yang;  Cheng, Jian
View  |  Adobe PDF(105Kb)  |  Favorite  |  View/Download:382/153  |  Submit date:2018/05/05
Convolutional Neural Networks  Network Quantization  Ternary Quantization