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基于生成对抗网络的人脸图像增强方法研究 学位论文
, 中国科学院大学: 中国科学院大学, 2021
Authors:  窦昊
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人脸图像增强  生成对抗网络  近红外人脸图像增强  人脸超分辨  跨年龄人脸变换  
深度卷积神经网络压缩与加速方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  阮晓峰
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深度卷积神经网络  模型压缩与加速  结构化剪枝  结构化稀疏  知识迁移  
基于受限样本的图像转换方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  曹杰
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图像转换  图像合成  生成对抗式网络  人脸转正  异质人脸图像生成  
Universal adversarial perturbations against object detection 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 无, 页码: 107584
Authors:  Li, Debang;  Zhang, Junge;  Huang, Kaiqi
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Adversarial examples  Object detection  Universal adversarial perturbation  
Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
Authors:  Hao Zhu;  Man-Di Luo;  Rui Wang;  Ai-Hua Zheng;  Ran He
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Deep audio-visual learning  audio-visual separation and localization  correspondence learning  generative models  representation learning  
Skill Learning for Robotic Insertion Based on One-shot Demonstration and Reinforcement Learning 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 457-467
Authors:  Ying Li;  De Xu
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Force Jacobian matrix  one-shot demonstration  dynamic exploration strategy  insertion skill learning  reinforcement  
CNN-G: convolutional neural network combined with graph for image segmentation with theoretical analysis 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 0, 期号: 0, 页码: 0
Authors:  Lu, Yi;  Chen, Yaran;  Zhao, Dongbin;  Liu, Bao;  Lai, Zhichao;  Chen, Jianxin
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Graph neural network, image segmentation, self-attention, structure pattern learning.  
A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44
Authors:  Wei Jia;  Jian Gao;  Wei Xia;  Yang Zhao;  Hai Min;  Jing-Ting Lu
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Performance evaluation  convolutional neural network (CNN)  biometrics  palmprint  palm vein  deep learning  
Computational Intelligence in Remote Sensing Image Registration: A survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 1-17
Authors:  Yue Wu;  Jun-Wei Liu;  Chen-Zhuo Zhu;  Zhuang-Fei Bai;  Qi-Guang Miao;  Wen-Ping Ma;  Mao-Guo Gong
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Computational intelligence  evolutionary computation  neural network  deep learning  remote sensing image registration  
Saliency Detection via Manifold Ranking Based on Robust Foreground 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 73-84
Authors:  Wei-Ping Ma;  Wen-Xin Li;  Jin-Chuan Sun;  Peng-Xia Cao
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Saliency detection  manifold ranking  boundary connectivity  convex hull  robust foreground