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39篇 您的检索式:作者名="Duoqian"
    题名 作者 年代 出处 被引量
1Uncertainty-optimized deep learning model for small-scale person re-identification显示文摘In recent years, deep learning has developed rapidly and is widely used in various fields, such as computer vision, speech recognition, and natural language processing. For end-to-end person re-identification,most deep learning methods rely on large-scale datasets. Relatively few methods work with small-scale datasets. Insufficient training samples will affect neural network accuracy significantly. This problem limits the practical application of person re-identification. For small-scale person re-identification, the uncertainty of person representation and the overfitting problem associated with deep learning remain to be solved.Quantifying the uncertainty is difficult owing to complex network structures and the large number of hyperparameters. In this study, we consider the uncertainty of pedestrian representation for small-scale person re-identification. To reduce the impact of uncertain person representations, we transform parameters into distributions and conduct multiple sampling by using multilevel dropout in a testing process. We design an improved Monte Carlo strategy that considers both the average distance and shortest distance for matching and ranking. When compared with state-of-the-art methods, the proposed method significantly improve accuracy on two small-scale person re-identification datasets and is robust on four large-scale datasets.Cairong ZHAO Kang CHEN Di ZANG Zhaoxiang ZHANG Wangmeng ZUO Duoqian MIAO 2019Science China(Information Sciences)2019,62,12:6
2A New Method for EEG-Based Concealed Information Test显示文摘Wang Deng Miao Duoqian Blohm Gunnar 2013IEEE Transactions on Information Forensics and Security2013,8,3:1
3An information-based algorithm for reduction of knowledge显示文摘Miao Duoqian Wang Jue 1997IEEE ICIPS''971997,,:1
4A rough set approach to feature selection based on power set tree显示文摘Chen Yumin Miao Duoqian Wang Ruizhi 2011Knowledge-Based Systems2011,24,2:1
5A New Method for EEG - Based Concealed Information Test显示文摘WANG Deng MIAO Duoqian BLOHM G 2013IEEE Transactions on Information Forensics and Security2013,8,3:1
6Neighborhood Outlier Detection显示文摘Chen Yumin Miao Duoqian Zhang Hongyun 2010Expert Systems with Applicaton2010,37,12:1
7Graph Embedding Discriminant Analysis for Face Recognition 显示文摘ZHAO Cairong LAI Zhihui MIAO Duoqian 2014Neural Computing&Applications(S0941-0643)2014,24,78:1
8Neighborhood roughsets based multi-label classification for automatic imageannotation显示文摘Yu Ying Pedrycz W Miao Duoqian 2013International Journal of Approximate Reasoning2013,54,9:1
9Multi-labelclassification by exploiting label correlations显示文摘Yu Ying Pedrycz W Miao Duoqian 2014Expert Systems with Applications2014,41,6:1
10A rough set approach to feature selection based on power set tree显示文摘Chen Yumin Miao Duoqian Wang Ruizhi 2011Knowledge-Based Systems2011,24,2:1
11A rough set approach to feature selection based on ant colony optimization显示文摘Yumin Chen Duoqian Miao Ruizhi Wang 2009Pattern Recognition Letters2009,,3:1
12Graded rough set model based on two universes and its properties 显示文摘LIU CAIHUI MIAO DUOQIAN 2012Knowledge-Based Systems2012,33,:1
13An information-based algorithm for reduction of knowledge 显示文摘Miao Duoqian Wang jue 1991IEEE ICIPS'' 971991,,:1
14Hybrid approa- ches to attribute reduction based on indiscernibility and discer- nibility relation 显示文摘Jin Qian Miao Duoqian Zhang Zehua 2011International Journal of Approximate Rea- soning2011,52,2:1
15Hierarchical decision rules mining 显示文摘Feng Qinrong Miao Duoqian Cheng Yi 2010Expert Systems with Applications2010,37,3:1
16Automatic Recognition System of Bills Based on Principal Curves显示文摘Hongyun Zhang Duoqian Miao 2004Journal of Information and Computational Science2004,1,2:1
17Analysis on feature reduction strategies of rough set显示文摘Miao Duoqian Wang jue 1998Jo-umal of Computer Science and Technology1998,13,2:1
18Best basis-based wavelet packet entropy feature extraction and hierarchical EEG classification for epileptic detection显示文摘Deng Wang Duoqian Miao Chen Xie 2011Expert Systems With Applications2011,,11:1
19An information-based algorithm for reduction of knowledge显示文摘Miao Duoqian Wang Jue 1997IEEE ICIPS971997,,:1
20Bayesian rough set model: A further investigation显示文摘Hongyun Zhang Jie Zhou Duoqian Miao Can Gao 2011International Journal of Approximate Reasoning2011,,4:1
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