Dr. Zhenghong Yu Profile

Dr. Zhenghong Yu

at Guangdong Polytechnic of Science and Technology

SPIE Involvement:

Author

Publications (14)

Proceedings Article | 10 August 2023 Paper

A new deep learning-based intelligent production support system that can be used in ordinary factories

Xuebin Zhu, Zhoulin Wang, Zhenghong Yu, Ying Lin, Haijie Feng

Proceedings Volume 12759, 127591Y (2023) https://doi.org/10.1117/12.2686973

KEYWORDS: Deep learning, Education and training, Data modeling, Industry

Read Abstract +

Proceedings Article | 20 June 2023 Paper

A new and efficient method for detecting micro-sleep based on machine learning

Xuebin Zhu, Zhoulin Wang, Zhenghong Yu, Yin Lin, Haijie Feng

Proceedings Volume 12715, 127151M (2023) https://doi.org/10.1117/12.2682363

KEYWORDS: Artificial neural networks, Machine learning, Electroencephalography, Signal processing, Feature extraction, Data modeling, Support vector machines

Read Abstract +

Proceedings Article | 7 March 2022 Paper

Adaptive optimization modeling of district warehouse heating network based on Sklearn

Xuebin Zhu, Wangzhou Lin, Jiang Su, Zhenghong Yu

Proceedings Volume 12167, 121671Z (2022) https://doi.org/10.1117/12.2628651

KEYWORDS: Data modeling, Machine learning, Optimization (mathematics), Data analysis, Systems modeling, Process modeling

Read Abstract +

Proceedings Article | 8 March 2018 Paper

An image-based automatic recognition method for the flowering stage of maize

Zhenghong Yu, Huabing Zhou, Cuina Li

Proceedings Volume 10611, 106111O (2018) https://doi.org/10.1117/12.2288618

KEYWORDS: Ear, Image segmentation, Cameras, Feature extraction, RGB color model, Digital cameras, Principal component analysis, Detection and tracking algorithms, Space operations, Manufacturing equipment

Read Abstract +

Proceedings Article | 8 March 2018 Paper

Environmentally adaptive crop extraction for agricultural automation using super-pixel and LAB Gaussian model

Cuina Li, Guangyu Shi, Zhenghong Yu

Proceedings Volume 10609, 1060914 (2018) https://doi.org/10.1117/12.2285490

KEYWORDS: Agriculture, Image segmentation, RGB color model, Expectation maximization algorithms, Image processing algorithms and systems, Atmospheric modeling, Distance measurement, Environmental sensing, Robotics, Algorithm development

Read Abstract +

Proceedings Article | 14 December 2015 Paper

Field crop extraction robust to illumination variations based on specularity learning

Zhenghong Yu, Cuina Li, Huabing Zhou

Proceedings Volume 9815, 98151U (2015) https://doi.org/10.1117/12.2205851

KEYWORDS: Image segmentation, Image processing algorithms and systems, Feature extraction, Sensors, RGB color model, Distance measurement, Image processing, Machine learning, Algorithm development, Image compression

Read Abstract +

Proceedings Article | 14 December 2015 Paper

Image classification based on region of interest detection

Huabing Zhou, Yanduo Zhang, Zhenghong Yu

Proceedings Volume 9813, 98130U (2015) https://doi.org/10.1117/12.2203716

KEYWORDS: Visual process modeling, Scanning probe microscopy, Sensors, Detection and tracking algorithms, Image classification, Visualization, Sensor performance, Feature extraction, Machine vision, Computer vision technology

Read Abstract +

Proceedings Article | 27 October 2013 Paper

Morphology based field rice density detection from rice transplant stage to rice jointing stage

X. Bai, Z. Cao, Y. Wang, M. Ye, Z. Yu, Y. Li

Proceedings Volume 8919, 89190G (2013) https://doi.org/10.1117/12.2031106

KEYWORDS: Image segmentation, Agriculture, Binary data, Image processing, Cameras, Detection and tracking algorithms, Computer vision technology, Machine vision, Digital cameras, Image acquisition

Read Abstract +