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coding algorithm » cosine algorithm (Expand Search), modeling algorithm (Expand Search), finding algorithm (Expand Search)
tree algorithms » three algorithms (Expand Search), art algorithms (Expand Search), two algorithms (Expand Search)
elements tree » elements ree (Expand Search), element ree (Expand Search), elements res (Expand Search)
level coding » level according (Expand Search), level modeling (Expand Search), level using (Expand Search)
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Algorithm parameter settings employed in the experiments on simulated data.
Published 2024Subjects: -
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Ablation experiment results table.
Published 2025“…Second, a Large Separable Kernel Attention (LSKA) mechanism is incorporated into the Spatial Pyramid Pooling-Fast (SPPF) module of YOLOv8, improving the model’s ability to perceive fine details of diseased trees and reducing interference from other elements in the forest. …”
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Comparison of mAP curves in ablation experiments.
Published 2025“…Second, a Large Separable Kernel Attention (LSKA) mechanism is incorporated into the Spatial Pyramid Pooling-Fast (SPPF) module of YOLOv8, improving the model’s ability to perceive fine details of diseased trees and reducing interference from other elements in the forest. …”
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Basic parameters of the algorithm in the experiment.
Published 2025“…<p>Basic parameters of the algorithm in the experiment.</p>…”
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Algorithm optimization experiment matrix.
Published 2025“…<p>Optimization matrix for the two algorithms. Combinations for each of the parameters of the algorithm and experiments.…”
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Analysis of algorithm improvement ablation experiments.
Published 2025“…<p>Analysis of algorithm improvement ablation experiments.</p>…”
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Details of the metaheuristic algorithms in comparison experiments.
Published 2025“…<p>Details of the metaheuristic algorithms in comparison experiments.</p>…”
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Results of comparison experiments with existing algorithms.
Published 2025“…<p>Results of comparison experiments with existing algorithms.</p>…”
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The comparison experiment with state-of-the-art algorithms.
Published 2025“…<p>The comparison experiment with state-of-the-art algorithms.</p>…”
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The comparison experiment of YOLO series algorithms.
Published 2025“…<p>The comparison experiment of YOLO series algorithms.</p>…”