Haoyu Niu

Haoyu Niu

University of California, Merced

H-index: 12

North America-United States

About Haoyu Niu

Haoyu Niu, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at University of California, Merced, specializes in the field of Machine Learning, Computer Vision, Robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving Irrigation Management of Cotton with Small Unmanned Aerial Vehicle (UAV) in Texas High Plains

In-Season Cotton Yield Prediction with Scale-Aware Convolutional Neural Network Models and Unmanned Aerial Vehicle RGB Imagery

Classification of cotton water stress using convolutional neural networks and UAV-based RGB imagery

The Edge-AIEdge-AI Sensors and Internet of Living Things (IoLT)

A Non-invasive Stem Water Potential Monitoring Method Using Proximate Sensor and Machine Learning Classification Algorithms

Individual Tree-Level Water Status Inference Using High-Resolution UAV Thermal Imagery and Complexity-Informed Machine Learning

Conclusion and Future Research

Scale-aware pomegranate yield prediction using UAV imagery and machine learning

Haoyu Niu Information

University

Position

PhD Student at

Citations(all)

445

Citations(since 2020)

441

Cited By

112

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Haoyu Niu Skills & Research Interests

Machine Learning

Computer Vision

Robotics

Top articles of Haoyu Niu

Title

Journal

Author(s)

Publication Date

Improving Irrigation Management of Cotton with Small Unmanned Aerial Vehicle (UAV) in Texas High Plains

Water

Avay Risal

Haoyu Niu

Jose Luis Landivar-Scott

Murilo M Maeda

Craig W Bednarz

...

2024/5/2

In-Season Cotton Yield Prediction with Scale-Aware Convolutional Neural Network Models and Unmanned Aerial Vehicle RGB Imagery

Sensors

Haoyu Niu

Janvita Reddy Peddagudreddygari

Mahendra Bhandari

Juan A Landivar

Craig W Bednarz

...

2024/4/10

Classification of cotton water stress using convolutional neural networks and UAV-based RGB imagery

Advances in Modern Agriculture

Haoyu Niu

Juan Landivar

Nick Duffield

2024/2/1

The Edge-AIEdge-AI Sensors and Internet of Living Things (IoLT)

Haoyu Niu

YangQuan Chen

2023/12/29

A Non-invasive Stem Water Potential Monitoring Method Using Proximate Sensor and Machine Learning Classification Algorithms

Haoyu Niu

YangQuan Chen

2023/12/29

Individual Tree-Level Water Status Inference Using High-Resolution UAV Thermal Imagery and Complexity-Informed Machine Learning

Haoyu Niu

YangQuan Chen

2023/12/29

Conclusion and Future Research

Andrea L’Afflitto

Gokhan Inalhan

Hyo-Sang Shin

2023/11/21

Scale-aware pomegranate yield prediction using UAV imagery and machine learning

Haoyu Niu

Dong Wang

Reza Ehsani

YangQuan Chen

2023

A Low-Cost Proximate Sensing Method for Early Detection of Nematodes in Walnut Using Machine Learning Algorithms

Haoyu Niu

YangQuan Chen

2023/12/29

Tree-Level Evapotranspiration Estimation of Pomegranate Trees Using Lysimeter and UAV Multispectral Imagery

Haoyu Niu

YangQuan Chen

2023/12/29

The Unmanned Ground Vehicles (UGVs) for Digital Agriculture

Haoyu Niu

YangQuan Chen

2023/12/29

Fundamentals of Big Data, Machine Learning, and Computer Vision Workflow

Haoyu Niu

YangQuan Chen

2023/12/29

Tree-level yield estimation using UAV-based vegetation indices and plant physiology-informed machine learning

Haoyu Niu

Dong Wang

Reza Ehsani

YangQuan Chen

2022/6/21

Small Unmanned Aerial Vehicles (UAVs) and Remote Sensing Payloads

Haoyu Niu

YangQuan Chen

2022/8/13

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

Di An

Haoyu Niu

Levi Williams

YangQuan Chen

2022/6/3

ET Estimation Methods with Small UAVs: A Literature Review

Haoyu Niu

YangQuan Chen

2022/8/13

Estimating Evapotranspiration of Pomegranate Trees Using Stochastic Configuration Networks (SCN) and UAV Multispectral Imagery

Journal of Intelligent & Robotic Systems

Haoyu Niu

Tiebiao Zhao

Dong Wang

YangQuan Chen

2022/4

Reliable Tree-Level ET Estimation Using Lysimeter and UAV Multispectral Imagery

Haoyu Niu

YangQuan Chen

2022/8/13

Towards Tree-level Evapotranspiration Estimation with Small UAVs in Precision Agriculture

Haoyu Niu

YangQuan Chen

2022/10/27

Tree-Level Water Status Inference Using UAV Thermal Imagery and Machine Learning

Haoyu Niu

YangQuan Chen

2022/8/13

See List of Professors in Haoyu Niu University(University of California, Merced)

Co-Authors

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