Dr. Haoyu Niu Profile

Dr. Haoyu Niu

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Publications (7)

Proceedings Article | 4 June 2022 Presentation + Paper

Smart Bi-eBikes (SBB): a low cost UGV solution for precision agriculture applications

Di An, Haoyu Niu, Levi Williams, YangQuan Chen

Proceedings Volume 12114, 121140C (2022) https://doi.org/10.1117/12.2618728

KEYWORDS: Agriculture, Image segmentation, Roads, Unmanned aerial vehicles, Image processing, Evolutionary algorithms, Brain, Actuators, Navigation systems, Unmanned ground vehicles

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Proceedings Article | 12 September 2021 Poster + Presentation + Paper

High spatial-resolution has little impact on NDVI mean value of UAV-based individual tree-level mapping: evidence from 9 field tests and implications

Haoyu Niu, YangQuan Chen

Proceedings Volume 11862, 118620X (2021) https://doi.org/10.1117/12.2599487

KEYWORDS: Unmanned aerial vehicles, Spatial resolution, Multispectral imaging, Agriculture, Vegetation, Image processing, Sensors, Satellites, Image segmentation, Data processing

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Proceedings Article | 21 April 2020 Paper

Estimating actual crop evapotranspiration using deep stochastic configuration networks model and UAV-based crop coefficients in a pomegranate orchard

Haoyu Niu, Dong Wang, YangQuan Chen

Proceedings Volume 11414, 114140C (2020) https://doi.org/10.1117/12.2558221

KEYWORDS: Unmanned aerial vehicles, Satellites, Data modeling, Stochastic processes, Agriculture, Remote sensing, Clouds, Satellite imaging, Earth observing sensors, Image processing

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Proceedings Article | 21 April 2020 Paper

A low-cost proximate sensing method for early detection of nematodes in walnut using Walabot and scikit-learn classification algorithms

Haoyu Niu, Tiebiao Zhao, Andreas Westphal, YangQuan Chen

Proceedings Volume 11414, 114140K (2020) https://doi.org/10.1117/12.2558214

KEYWORDS: Neural networks, Sensors, Data modeling, Unmanned aerial vehicles, Reflectivity, Detection and tracking algorithms, Agriculture, Performance modeling, Data processing, Antennas

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Proceedings Article | 23 October 2018 Paper

Comparing U-Net convolutional network with mask R-CNN in the performances of pomegranate tree canopy segmentation

Tiebiao Zhao, Yonghuan Yang, Haoyu Niu, Dong Wang, YangQuan Chen

Proceedings Volume 10780, 107801J (2018) https://doi.org/10.1117/12.2325570

KEYWORDS: Image segmentation, Agriculture, Image resolution, Cameras, Unmanned aerial vehicles, Image classification

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Proceedings Article | 23 October 2018 Paper

Onion irrigation treatment inference using a low-cost hyperspectral scanner

Tiebiao Zhao, Alexander Koumis, Haoyu Niu, Dong Wang, YangQuan Chen

Proceedings Volume 10780, 107800D (2018) https://doi.org/10.1117/12.2325500

KEYWORDS: Principal component analysis, Scanners, Spectroscopy, Cameras, Sensors, Agriculture, Calibration, Remote sensing, Light sources

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Proceedings Article | 21 May 2018 Presentation + Paper

A detailed study on accuracy of uncooled thermal cameras by exploring the data collection workflow

Tiebiao Zhao, Haoyu Niu, Andreas Anderson, YangQuan Chen, Joshua Viers

Proceedings Volume 10664, 106640F (2018) https://doi.org/10.1117/12.2305217

KEYWORDS: Cameras, Calibration, Thermal effects, Thermography, Unmanned aerial vehicles, Temperature metrology, Agriculture, Infrared imaging, Foam, Fluctuations and noise

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Showing 5 of 7 publications

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