Computer Vision-Based Biomass Estimation for Invasive Plants

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1.2K Views

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08:47 min

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February 9th, 2024

DOI :

10.3791/66067-v

February 9th, 2024

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Zhenyu Huang¹^,², Zhiyong Xu³, Yanzhou Li¹, Bo Liu², Conghui Liu², Xi Qiao¹^,², Wanqiang Qian², Feng Qin¹^,², Pingdong Li⁴, Yiqi Huang¹

¹College of Mechanical Engineering, Guangxi University, ²Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, ³China Lesso Group Holdings Limited, ⁴Shenzhen Agricultural Technology Promotion Center

Podsumowanie

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High resolution Imaging

Multispectral Imaging

Hyperspectral Imaging

Data Processing Software

Deep Learning

Aerial Imagery

Biomass Regression Model

Mikania Micrantha

K nearest Neighbor Regression

Environmental Monitoring

Agricultural Management

Rozdziały w tym wideo

0:00

Introduction

2:08

Creating a UAV Image Dataset for the Estimation of Invasive Plant Biomass

3:43

Collecting the Aboveground Biomass of Mikania micrantha Samples After UAV Data Collection

4:59

Identification and Biomass Estimation of Mikania micrantha Using Data Obtained from an Unmanned Aerial Vehicle (UAV)

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