<p>Robustness values of segmentation methods for different implementations of Case 1 (using explicit ground truth).</p
<p>(A) The original image. (B) The result of dual threshold. (C) The result of region growing thresh...
<p>Quantitatively evaluation of retinoblastoma segmentation against expert delineations used as grou...
Robustness check: Adjust the cluster, FE, and sample size and consider rectification policies and qu...
<p>Robustness of each TF with respect to the robustness of SUV-based metrics.</p
<p>Robustness values of standard segmentation methods (StdOtsu, StdEdge) vs. feedback adaptation wit...
<p>Robustness of all methods in situations of identical/different MAF distributions of signal and no...
<p>Robustness for different desired probability levels of satisfying LTL specifications.</p
Robustness to errors in the seed. (A) Example cell: The seed of the example cell is perturbed by ran...
<p>Segmentation results of proposed method (in red contour) with their respective ground truths (in ...
<p>Robustness of each TF with respect to the robustness of SUV-based metrics as a function of the ma...
Comparison of non-zero maize production pixels between original and robustness test estimates.</p
Göpfert JP. Robustness in Machine Learning: Adversarial Perturbations, Explanations & Intuition....
<p>Sensitivity (TPR) and precision (PPV) of the automatic segmentation approach.</p
Robustness of NLA to the selection of test set located at either ends of the time series.</p
<p>The robustification gap is displayed in (A), whereas (B) shows the corresponding objective value...
<p>(A) The original image. (B) The result of dual threshold. (C) The result of region growing thresh...
<p>Quantitatively evaluation of retinoblastoma segmentation against expert delineations used as grou...
Robustness check: Adjust the cluster, FE, and sample size and consider rectification policies and qu...
<p>Robustness of each TF with respect to the robustness of SUV-based metrics.</p
<p>Robustness values of standard segmentation methods (StdOtsu, StdEdge) vs. feedback adaptation wit...
<p>Robustness of all methods in situations of identical/different MAF distributions of signal and no...
<p>Robustness for different desired probability levels of satisfying LTL specifications.</p
Robustness to errors in the seed. (A) Example cell: The seed of the example cell is perturbed by ran...
<p>Segmentation results of proposed method (in red contour) with their respective ground truths (in ...
<p>Robustness of each TF with respect to the robustness of SUV-based metrics as a function of the ma...
Comparison of non-zero maize production pixels between original and robustness test estimates.</p
Göpfert JP. Robustness in Machine Learning: Adversarial Perturbations, Explanations & Intuition....
<p>Sensitivity (TPR) and precision (PPV) of the automatic segmentation approach.</p
Robustness of NLA to the selection of test set located at either ends of the time series.</p
<p>The robustification gap is displayed in (A), whereas (B) shows the corresponding objective value...
<p>(A) The original image. (B) The result of dual threshold. (C) The result of region growing thresh...
<p>Quantitatively evaluation of retinoblastoma segmentation against expert delineations used as grou...
Robustness check: Adjust the cluster, FE, and sample size and consider rectification policies and qu...
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