Ms. Sijia Cheng Profile

Sijia Cheng

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Publications (3)

Proceedings Article | 11 November 2022 Paper

Micro-expression recognition based on multiscale convolutional fusion and capsule network

Jiawei Fan, Zhihua Xie, Shijia Cheng

Proceedings Volume 12301, 123012A (2022) https://doi.org/10.1117/12.2644615

KEYWORDS: Convolution, Optical flow, Feature extraction, Performance modeling, Information fusion, Image fusion, Data modeling, Video, Superposition, Network architectures

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SPIE Journal Paper | 7 February 2022

Micro-expression recognition based on deep capsule adversarial domain adaptation network

Zhihua Xie, Ling Shi, Sijia Cheng, Jiawei Fan, Hualin Zhan

JEI, Vol. 31, Issue 01, 013021, (February 2022) https://doi.org/10.1117/12.10.1117/1.JEI.31.1.013021

KEYWORDS: Optical flow, Databases, Performance modeling, Video, Data modeling, Convolution, Statistical modeling, Motion models, Feature extraction, Facial recognition systems

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Proceedings Article | 11 November 2021 Paper

Transfer learning for micro-expression recognition based on the difference key frame images

Zhihua Xie, Le Wang, Ling Shi, Jiawei Fan, Sijia Cheng

Proceedings Volume 12076, 120760B (2021) https://doi.org/10.1117/12.2611665

KEYWORDS: Databases, Image fusion, Data modeling, Video, Performance modeling, Neural networks, Feature extraction, Data fusion, Facial recognition systems, Image classification

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