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面向数字图像的对抗攻击与防御算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  王雨桐
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对抗样本  对抗攻击  防御  对抗训练  神经网络  
基于值分解优化的多智能体深度强化学习方法研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  王凌霄
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深度强化学习  多智能体系统  价值函数分解算法  图神经网络  
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  
基于决策 的深度神经网络对抗鲁棒性研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  陈伟伦
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深度神经网络  对抗鲁棒性  基于决策的黑盒对抗攻击  对抗样本  
基于深度卷积网络的多目标跟踪方法研究 学位论文
工学博士, 中科院自动化研究所智能化大厦: 中科院自动化研究所, 2021
Authors:  周宗伟
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深度学习  卷积神经网络  在线跟踪  多目标跟踪  实时跟踪  
2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 377-409
Authors:  Wei Jia;  Wei Xia;  Yang Zhao;  Hai Min;  Yan-Xiang Chen
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Performance evaluation  neural architecture search  biometrics  palmprint  palm vein  deep learning  
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  
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 Position Synchronization Controller for Co-ordinated Links (COOL) Dual Robot Arm Based on Integral Sliding Mode: Design and Experimental Validation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 110-123
Authors:  Sumi Phukan;  Chitralekha Mahanta
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Integral sliding mode control  position synchronization  dual-arm robotic manipulator  chattering  robust control  
Rail Detection Based on LSD and the Least Square Curve Fitting 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 85-95
Authors:  Yun-Shui Zheng;  Yan-Wei Jin
View  |  Adobe PDF(1314Kb)  |  Favorite  |  View/Download:6/1  |  Submit date:2021/02/23
Rail inspection  line segment detector (LSD) algorithm  the least square  curve fitting  foreign object detection