Exploring the Close|Range Detection of UAV|Based Images on Pine ...

Exploring the Close-Range Detection of UAV-Based Images on Pine ...

An improvement was made to the YOLOv5s (You Only Look Once version 5s) algorithm, resulting in a real-time and efficient model named PWD-YOLO.

Exploring the Close-Range Detection of UAV-Based Images on Pine ...

Previous studies have demonstrated that the detection of PWD-infected trees at the tree level can be achieved by UAVs equipped with RGB cameras ...

[PDF] Exploring the Close-Range Detection of UAV-Based Images ...

Exploring the Close-Range Detection of UAV-Based Images on Pine Wilt Disease by an Improved Deep Learning Method · 5 Citations · 57 References.

Exploring the Close-range Detection of UAV-Based Images on Pine ...

Exploring the Close-range Detection of UAV-Based Images on Pine Wilt Disease by an Improved Deep Learning Method. Ye Xinquan 1. ,. Jie Pan 2. ,. Gaosheng Liu 1.

A machine learning algorithm to detect pine wilt disease using UAV ...

Given the ease of image collection, deep research is now available both for close ... Exploring the Close-Range Detection of UAV-Based Images on ...

Exploring the Close-Range Detection of UAV-Based Images on Pine ...

Pine wilt disease threatens forests. Our improved YOLOv5s model, PWD-YOLO, detects infected trees with 93.9% F1-score, enhancing real-time monitoring.

Identification of Pine Wilt-Diseased Trees Using UAV Remote ...

Exploring the Close-Range Detection of UAV-Based Images on Pine Wilt Disease by an Improved Deep Learning Method. Plant Phenom. 2023, 5, 0129. [Google ...

Automatic pine wilt disease detection based on improved YOLOv8 ...

In this study, UAV multispectral imagery was used to analyze the sensitive spectral bands and different vegetation indices for PWD discriminability.

Exploring the Potential of UAV-Based Hyperspectral Imagery ... - MDPI

Exploring the Potential of UAV-Based Hyperspectral Imagery on Pine Wilt Disease Detection: Influence of Spatio-Temporal Scales. by. Jie Pan.

Identification of Pine Wilt-Diseased Trees Using UAV Remote ...

Ye, Exploring the Close-Range Detection of UAV-Based Images on Pine Wilt Disease by an Improved Deep Learning Method, Plant Phenom., № 5, с. 0129 https ...

Exploring the Potential of UAV-Based Hyperspectral Imagery on ...

... UAV-Based Hyperspectral Images ... Tao, Deep learning-based dead pine tree detection from unmanned aerial vehicle images, Int. ... Exploring the Close-Range ...

Early detection of pine wilt disease in Pinus tabuliformis in North ...

One potential solution is the use of Unmanned Airborne Vehicle (UAV) based hyperspectral images (HIs). UAV-based HIs have high spatial and spectral resolution ...

A Deep Learning-Based Generalized System for Detecting Pine Wilt ...

Exploring the Close-Range Detection of UAV-Based Images on Pine Wilt Disease by an Improved Deep Learning Method · Environmental Science, Computer Science. Plant ...

Detection of Pine-Wilt-Disease-Affected Trees Based on Improved ...

2023: Exploring the Close-Range Detection of UAV-Based Images on Pine Wilt Disease by an Improved Deep Learning Method Plant Phenomics 5: 0129 · Du, S.J.; Pan ...

Impacts of pine species, infection response, and data type on the ...

... Exploring the Potential of UAV-Based Hyperspectral Imagery on Pine Wilt Disease Detection: Influence of Spatio-Temporal Scales. Pan J., Lin J., Xie T. Q1.

Enhancing genomic association studies in slash pine through close ...

Enhancing genomic association studies in slash pine through close-range UAV-based morphological phenotyping · UAV / · Morphological traits / · Genome-wide ...

Large field-of-view pine wilt disease tree detection based ... - Frontiers

IntroductionPine wilt disease spreads rapidly, leading to the death of a large number of pine trees. Exploring the corresponding prevention ...

Early Detection of Southern Pine Beetle Attack by UAV-Collected ...

... detection tools, like multispectral imagery, in the beetle's northern range. Balanced random forest classification achieved, on average, 78.8% overall ...

Exploring the potential of visual tracking and counting for trees ...

Kaartinen, Close-Range ... Xie, Exploring the Potential of UAV-Based Hyperspectral Imagery ... detection of pine wilt disease in unmanned aerial vehicle images, ...

Drone Stereo Vision for Radiata Pine Branch Detection and ... - arXiv

This requirement necessitates a transition from conventional object detection methods to more precise image segmentation techniques [19] . By ...