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面向样本缺失场景的情绪与压力状态评估方法研究 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, 2022
Authors:  武金婷
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情绪识别  心理压力检测  零样本学习  迁移学习  孪生网络  
面向开放场景的虹膜图像预处理与识别方法研究 学位论文
, 中国科学院大学: 中国科学院大学, 2022
Authors:  卫建泽
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虹膜识别  虹膜分割  虹膜超分  采集不确定性  
基于肌电信号的身份识别技术研究 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, 2022
Authors:  卢立静
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身份识别  肌电信号  小波变换  卷积神经网络  峰值检测  
基于异质图像知识的视觉感知方法研究 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, 2022
Authors:  严岚
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异质图像  计算机视觉  深度学习  生成对抗网络  
Meta-learning meets the Internet of Things: Graph prototypical models for sensor-based human activity recognition 期刊论文
INFORMATION FUSION, 2022, 卷号: 80, 页码: 1-22
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Wang, Fei-Yue
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Meta-learning  Internet of Things  Graph model  Attention mechanisms  
From Individual to Whole: Reducing Intra-class Variance by Feature Aggregation 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 卷号: 130, 期号: 3, 页码: 800-819
Authors:  Zhang, Zhaoxiang;  Luo, Chuanchen;  Wu, Haiping;  Chen, Yuntao;  Wang, Naiyan;  Song, Chunfeng
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Feature aggregation  Deep learning  Intra-class variance  Person re-identification  Video object detection  
Towards More Discriminative and Robust Iris Recognition by Learning Uncertain Factors 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 865-879
Authors:  Wei, Jianze;  Huang, Huaibo;  Wang, Yunlong;  He, Ran;  Sun, Zhenan
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Iris recognition  Uncertainty  Training  Task analysis  Computational modeling  Feature extraction  Probabilistic logic  Iris recognition  cross-sensor recognition  uncertainty learning  curriculum learning  
Heterogeneous Face Recognition via Face Synthesis With Identity-Attribute Disentanglement 期刊论文
IEEE Transactions on Information Forensics and Security, IEEE Transactions on Information Forensics and Security, 2022, 2022, 卷号: 17, 17, 页码: 1344-1358, 1344-1358
Authors:  Yang, Ziming;  Liang, Jian;  Fu, Chaoyou;  Luo, Mandi;  Zhang, Xiao-Yu
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Heterogeneous face recognition  cross-domain  face augmentation  face disentanglement  Heterogeneous face recognition  cross-domain  face augmentation  face disentanglement  
RVFace: Reliable Vector Guided Softmax Loss for Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 2337-2351
Authors:  Wang, Xiaobo;  Wang, Shuo;  Liang, Yanyan;  Gu, Liang;  Lei, Zhen
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Deep face recognition  noisy labels detection  margin-based softmax loss  mining-based softmax loss  discriminative feature learning  
Mask-guided contrastive attention and two-stream metric co-learning for person Re-identification 期刊论文
NEUROCOMPUTING, 2021, 卷号: 465, 页码: 561-573
Authors:  Song, Chunfeng;  Shan, Caifeng;  Huang, Yan;  Wang, Liang
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Person ReID  Contrastive attention model  Two-stream metric learning