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基于深度学习的计算机渲染与着色图像的鉴别方法
学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
全卫泽
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Submit date:2020/07/09
图像取证
深度学习
计算机生成图像
泛化能力
可信懒性
基于卷积神经网络的图像检索特征学习方法研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:
徐健
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View/Download:92/5
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Submit date:2020/06/07
图像检索
语义检测器
对抗注意力机制
流形学习
侵权商标
基于孪生网络的实时视觉目标跟踪研究
学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2020
Authors:
王强
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Submit date:2020/06/09
视觉目标跟踪
孪生网络
端到端学习
注意力机制
实例分割
机器人持续性策略学习算法研究
学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:
熊方舟
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Submit date:2020/06/09
持续学习
策略学习
机器人
灾难性遗忘
状态基元
Tensor Multi-Task Learning for Person Re-Identification
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 1, 页码: 2463-2477
Authors:
Zhang, Zhizhong
;
Xie, Yuan
;
Zhang, Wensheng
;
Tang, Yongqiang
;
Tian, Qi
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Submit date:2020/03/30
Cameras
Task analysis
Measurement
Visualization
Training
Computational modeling
Person re-identification
multi-task learning
tensor optimization
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 151-178
Authors:
Han Xu
;
Yao Ma
;
Hao-Chen Liu
;
Debayan Deb
;
Hui Liu
;
Ji-Liang Tang
;
Anil K. Jain
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Submit date:2021/02/22
Adversarial example
model safety
robustness
defenses
deep learning.
Learning Category-level Implicit 3D Rotation Representations for 6D Pose Estimation from RGB Images
会议论文
, 中国云南省大理市, 2019-12
Authors:
Li, Xiaocan
;
Cai, Yinghao
;
Wang, Shuo
;
Lu, Tao
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Submit date:2020/08/27
Pose Estimation
Autoencoder
6D Object Detection
Category Level
PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning
期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3115-3127
Authors:
Yu, Shaowei
;
Yang, Xuebing
;
Zhang, Wensheng
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Submit date:2020/03/30
Graph convolutional network
Semi-supervised learning
Prior knowledge
Node classification
精细化图像像素级二分类问题研究
学位论文
, 中国科学院自动化研究所;中国科学院大学: 中国科学院自动化研究所;中国科学院大学, 2019
Authors:
王裕沛
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Submit date:2019/07/06
图像像素级二分类
边缘检测
阴影区域分割
显著性物体分割
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-Scale Image Retrieval
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 6, 页码: 1551-1562
Authors:
Xu, Jian
;
Wang, Chunheng
;
Qi, Chengzuo
;
Shi, Cunzhao
;
Xiao, Baihua
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Submit date:2019/07/11
Iterative manifold embedding layer
image retrieval
incomplete data