Gait Recognition Based on Modified Phase Only Correlation

机译：基于修改阶段的步态识别仅相关性

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Clothing, carrying conditions, and other intra-class variations, also referred as "covariates", affect the performance of gait recognition systems. This paper proposes a supervised feature extraction method which is able to select relevant features for human recognition to mitigates the impact of covariates and hence improve the recognition performance. The proposed method is evaluated using CASIA Gait Database (Dataset B) and the experimental results suggest that our method yields attractive results.

机译：服装，携带条件和其他内部内部变化，也称为“协变量”，影响步态识别系统的性能。本文提出了一种监督特征提取方法，能够选择人类认可的相关特征，以减轻协变量的影响，从而提高识别性能。使用Casia步态数据库（DataSet B）评估所提出的方法，实验结果表明我们的方法产生有吸引力的结果。

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《International Conference on Image and Signal Processing》|2014年||共8页
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Imad Rida; Ahmed Bouridane; Samer Al Kork; Francois Bremond;
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中图分类 TN911.73-53;
关键词
Gait; Phase only correlation; Feature selection;

机译：步态;阶段只相关;特征选择;

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1. Gait recognition based on Gabor wavelets and modified gait energy image for human identification [J] . Deng-Yuan Huang, Ta-Wei Lin, Wu-Chih Hu, Journal of electronic imaging . 2013,第4期

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2. Illumination and noise tolerant face recognition based on eigen-phase correlation filter modified by Mexican hat wavelet [J] . Pradipta K Banerjee, Asit K Datta Journal of Optics . 2009,第3期

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3. A comparison of neural networks algorithms for EEG and sEMG features based gait phases recognition [J] . Wei Pengna, Zhang Jinhua, Tian Feifei, Biomedical signal processing and control . 2021,第Pta1期

机译：基于EEG和SEMG特征的神经网络算法的比较
4. Gait Recognition Based on Modified Phase Only Correlation [C] . Imad Rida, Ahmed Bouridane, Samer Al Kork, International conference on image and signal processing . 2014

机译：基于修正相位相关的步态识别
5. Reducing Covariate Factors of Gait Recognition Using Feature Selection, Dictionary-Based Sparse Coding, and Deep Learning. [D] . Alotaibi, Munif. 2017

机译：使用特征选择，基于字典的稀疏编码和深度学习减少步态识别的协变量因素。
6. Surface Electromyography and Electroencephalogram-Based Gait Phase Recognition and Correlations Between Cortical and Locomotor Muscle in the Seven Gait Phases [O] . Pengna Wei, Jinhua Zhang, Baozeng Wang, 2021

机译：七个步态阶段的皮质和运动肌肉之间的表面肌电图和基于脑电图的步态相位识别和相关性
7. Surface Electromyography and Electroencephalogram-Based Gait Phase Recognition and Correlations Between Cortical and Locomotor Muscle in the Seven Gait Phases [O] . Pengna Wei, Jinhua Zhang, Baozeng Wang, 2021

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Gait Recognition Based on Modified Phase Only Correlation

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