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Keyframes (top) correspond to the indicated saliency peaks.
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Our results show that as few as two values per image region are already enough to indicate saliency, the two values indicating contrast and frequency.
In the United States, the largest of the three countries, over 25%% of the respondents indicated that the political saliency of establishing a clean energy regime is an unimportant or low-priority topic.
The strongest effects, indicated by largest saliencies, were observed at the inferior part of the posterior temporal electrodes in the both hemispheres (TP9, CB1, TP10, and CB2), the posterior inferior midline electrode (IZ), and the anterior part of medial to midline central electrodes (FC1, F1, F2, FCZ, and FZ).
In the Itti model, after the Gaussian pyramid model, a centre-surround difference component based on the subtraction between the different resolution images extracts the difference, thereby indicating the value in the saliency map.
The calibration of the RF model indicated that color indices better discriminated leaves and stem than the sole use of saliency features.
Taking the output of the penultimate layer of the two global context models as input, the DMNB model is trained to classify background and saliency, indicating the probabilities of whether a centred superpixel is in the background or belongs to a salient object.
By varying the threshold, we obtained an ROC curve and calculated the area under the curve which indicates how well the saliency maps predict human gaze.
In these feature maps and saliency maps followed, white pixel indicates a high saliency pixel and black pixel indicates a low saliency pixel in the multiview video.
A relatively high correlation was obtained, indicating that the saliency maps can be used as reliable predictions of the human observation pattern and thus can predict which elements in a landscape will catch the attention.
The PR curve indicates the mean precision and recall of the saliency map at various thresholds.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com