Mr. Jian Liu Profile

Jian Liu

at Institute of Microelectronics of the CAS

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Author

Publications (3)

SPIE Journal Paper | 5 December 2023

Advancing object recognition in visual blur conditions: a benchmark study

Jiangang Yang, Jianfei Yang, Luqing Luo, Wenjuan Liao, Shizheng Wang, Jian Liu

JEI, Vol. 32, Issue 06, 063022, (December 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.6.063022

KEYWORDS: Deblurring, Visualization, Object recognition, Education and training, Data modeling, Performance modeling, Data analysis, Motion blur, Image restoration, Visual process modeling

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SPIE Journal Paper | 15 November 2018

Training accurate and compact one-stage object detection networks with heuristic knowledge

Jiyuan Jia, Li Zhou, Jian Liu, Jie Chen

JEI, Vol. 27, Issue 06, 063003, (November 2018) https://doi.org/10.1117/12.10.1117/1.JEI.27.6.063003

KEYWORDS: Sensors, Neural networks, Quantization, Lithium, Image processing, Head, Network architectures, Signal attenuation, Convolution, Image classification

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SPIE Journal Paper | 16 February 2018

Quantization and training of object detection networks with low-precision weights and activations

Bo Yang, Jian Liu, Li Zhou, Yun Wang, Jie Chen

JEI, Vol. 27, Issue 01, 013020, (February 2018) https://doi.org/10.1117/12.10.1117/1.JEI.27.1.013020

KEYWORDS: Quantization, Convolution, Data modeling, Neural networks, Convolutional neural networks, Standards development, Neon, Lithium, Object recognition, Visual process modeling

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