Dr. Jiaxin Cai Profile

Dr. Jiaxin Cai

at Xiamen Univ of Technology

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Publications (5)

Proceedings Article | 11 November 2021 Paper

Residual neural network based joint transmit-receive antenna selection in MIMO system

Zhibin Guo, Jiaxin Cai

Proceedings Volume 12076, 120760X (2021) https://doi.org/10.1117/12.2620214

KEYWORDS: Antennas, Neural networks, Signal to noise ratio, Telecommunications, Classification systems, Wireless communications

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Proceedings Article | 27 November 2019 Paper

Lung image segmentation by generative adversarial networks

Jiaxin Cai, Hongfeng Zhu

Proceedings Volume 11321, 113210U (2019) https://doi.org/10.1117/12.2548153

KEYWORDS: Image segmentation, Lung, Gallium nitride, Image processing algorithms and systems, Image processing, Medical imaging, Image analysis, Machine learning, Detection and tracking algorithms, Monte Carlo methods

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Proceedings Article | 29 October 2018 Paper

Silhouettes based human action recognition by Procrustes analysis and Fisher vector encoding

Jiaxin Cai, Xin Tang, Ranxu Zhong

Proceedings Volume 10836, 1083612 (2018) https://doi.org/10.1117/12.2506632

KEYWORDS: Video, Computer programming, Feature extraction, Video coding, Image segmentation, Analytical research, Software development, Video surveillance, Shape analysis, Applied mathematics

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Proceedings Article | 5 March 2018 Paper

A novel collaborative representation and SCAD based classification method for fibrosis and inflammatory activity analysis of chronic hepatitis C

Jiaxin Cai, Tingting Chen, Yan Li, Nenghui Zhu, Xuan Qiu

Proceedings Volume 10710, 107102B (2018) https://doi.org/10.1117/12.2317657

KEYWORDS: Liver, Feature selection, Diagnostics

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Proceedings Article | 5 March 2018 Paper

Deep convolutional neural network based antenna selection in multiple-input multiple-output system

Jiaxin Cai, Yan Li, Ying Hu

Proceedings Volume 10710, 1071024 (2018) https://doi.org/10.1117/12.2317603

KEYWORDS: Antennas, Convolutional neural networks, Telecommunications, Wireless communications, Signal to noise ratio, Artificial neural networks, Computing systems, Signal attenuation, Data modeling, Neural networks

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