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Real-time segmentation of various insulators using generative adversarial networks 期刊论文
IET COMPUTER VISION, 2018, 卷号: 12, 期号: 5, 页码: 596-602
作者:  Chang, Wenkai;  Yang, Guodong;  Yu, Junzhi;  Liang, Zize
Adobe PDF(4584Kb)  |  收藏  |  浏览/下载：421/67  |  提交时间：2019/12/16
image segmentation  insulators  neural nets  power engineering computing  real-time pixel-level segmentation  generative adversarial networks  insulator segmentation algorithm  cluttered background  artificial thresholds  compact end-to-end neural network  visual saliency map  proposed two-stage training  segmentation quality  
Toward a Cluttered Environment for Learning-Based Multi-Scale Overhead Ground Wire Recognition 期刊论文
NEURAL PROCESSING LETTERS, 2018, 卷号: 48, 期号: 3, 页码: 1789-1800
作者:  Chang, Wenkai;  Yang, Guodong;  Li, En;  Liang, Zize
Adobe PDF(1641Kb)  |  收藏  |  浏览/下载：316/68  |  提交时间：2019/07/12
Power line recognition  Conditional generative adversarial nets  Power line inspection  Hybrid robot  
Learning Scene Illumination by Pairwise Photos from Rear and Front Mobile Cameras 期刊论文
COMPUTER GRAPHICS FORUM, 2018, 卷号: 37, 期号: 7, 页码: 213-221
作者:  Cheng, Dachuan;  Shi, Jian;  Chen, Yanyun;  Deng, Xiaoming;  Zhang, Xiaopeng
Adobe PDF(5737Kb)  |  收藏  |  浏览/下载：383/92  |  提交时间：2019/01/08
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
作者:  Tao Xian;  Zhang Dapeng;  Ma Wenzhi;  Liu Xilong;  Xu De;  Xian Tao
Adobe PDF(3978Kb)  |  收藏  |  浏览/下载：958/428  |  提交时间：2018/10/02
metallic surface  autoencoder  convolutional neural network  defect detection  
Distinguishing Between Natural and Computer-Generated Images Using Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2018, 卷号: 13, 期号: 11, 页码: 2772-2787
作者:  Quan, Weize;  Wang, Kai;  Yan, Dong-Ming;  Zhang, Xiaopeng
浏览  |  Adobe PDF(8950Kb)  |  收藏  |  浏览/下载：461/146  |  提交时间：2018/10/01
Image forensics  natural image  computer-generated image  convolutional neural network  robustness  local-to-global strategy  visualization  
Label Distribution-Based Facial Attractiveness Computation by Deep Residual Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2196-2208
作者:  Fan, Yang-Yu;  Liu, Shu;  Li, Bo;  Guo, Zhe;  Samal, Ashok;  Wan, Jun;  Li, Stan Z.
浏览  |  Adobe PDF(1377Kb)  |  收藏  |  浏览/下载：356/71  |  提交时间：2018/01/04
Facial attractiveness computation  deep residual network  label distribution  feature fusion  SCUT-FBP