This page presents examples of the use of DSD as a focus-of-attention mechanism.
BU interest points, produced by standard computer vision operators, are pruned by
the top-down discriminant
saliency detector (DSD). The results are shown at 40% recall rate (see the
main demo page for more details).
The value of precision is also listed below each example. Each circle in the image
represents the location and the size of a salient point. The white color indicates the
points which fall inside the segmentation ground truth (the bounding box marked
on the original image), while black indicates the opposite.
Person
|
|
|
|
|
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
1.00 |
0.99 |
0.99 |
0.99 |
0.99 |
0.99 |
0.99 |
0.99 |
0.99 |
0.99 |
0.99 |
0.99 |
0.99 |
0.99 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.98 |
0.97 |
0.97 |
0.97 |
0.97 |
0.97 |
0.97 |
0.97 |
0.97 |
0.97 |
0.97 |
0.96 |
0.96 |
0.96 |
0.96 |
0.96 |
0.96 |
0.96 |
0.96 |
0.96 |
0.95 |
0.95 |
0.95 |
0.95 |
0.95 |
0.95 |
0.95 |
0.95 |
0.94 |
0.94 |
0.94 |
0.94 |
0.93 |
0.93 |
0.93 |
0.93 |
0.93 |
0.92 |
0.92 |
0.92 |
0.92 |
0.92 |
0.92 |
0.92 |
0.92 |
0.91 |
0.91 |
0.91 |
0.91 |
0.91 |
0.90 |
0.90 |
0.90 |
0.89 |
0.89 |
0.89 |
0.89 |
0.89 |
0.89 |
0.88 |
0.88 |
0.88 |
0.88 |
0.87 |
0.87 |
0.86 |
0.86 |
0.86 |
0.84 |
0.84 |
0.84 |
0.84 |
0.84 |
0.84 |
0.84 |
0.83 |
0.83 |
0.82 |
0.82 |
0.82 |
0.82 |
0.82 |
0.81 |
0.81 |
0.81 |
0.80 |
0.80 |
0.80 |
0.80 |
0.80 |
0.79 |
0.79 |
0.78 |
0.78 |
0.78 |
0.77 |
0.77 |
0.77 |
0.77 |
0.77 |
0.77 |
0.77 |
0.76 |
0.76 |
0.75 |
0.75 |
0.75 |
0.75 |
0.75 |
0.74 |
0.74 |
0.74 |
0.74 |
0.74 |
0.74 |
0.74 |
0.73 |
0.73 |
0.73 |
0.73 |
0.73 |
0.73 |
0.72 |
0.72 |
0.72 |
0.72 |
0.72 |
0.72 |
0.71 |
0.71 |
0.71 |
0.71 |
0.71 |
0.70 |
0.70 |
0.70 |
0.70 |
0.69 |
0.69 |
0.69 |
0.69 |
0.69 |
0.69 |
0.69 |
0.69 |
0.69 |
0.69 |
0.68 |
0.68 |
0.68 |
0.68 |
0.68 |
0.68 |
0.68 |
0.68 |
0.68 |
0.67 |
0.67 |
0.67 |
0.67 |
0.66 |
0.66 |
0.66 |
0.65 |
0.65 |
0.65 |
0.65 |
0.65 |
0.65 |
0.65 |
0.64 |
0.64 |
0.63 |
0.63 |
0.63 |
0.62 |
0.61 |
0.61 |
0.61 |
0.61 |
0.61 |
0.61 |
0.61 |
0.61 |
0.61 |
0.61 |
0.61 |
0.60 |
0.60 |
0.60 |
0.60 |
0.59 |
0.59 |
0.58 |
0.58 |
0.58 |
0.58 |
0.57 |
0.57 |
0.57 |
0.57 |
0.57 |
0.56 |
0.56 |
0.55 |
0.55 |
0.54 |
0.54 |
0.53 |
0.53 |
0.53 |
0.53 |
0.53 |
0.52 |
0.52 |
0.52 |
0.52 |
0.52 |
0.52 |
0.52 |
0.52 |
0.52 |
0.52 |
0.51 |
0.51 |
0.51 |
0.51 |
0.51 |
0.51 |
0.51 |
0.50 |
0.50 |
0.50 |
0.50 |
0.50 |
0.50 |
0.50 |
0.49 |
0.49 |
0.49 |
0.49 |
0.49 |
0.48 |
0.48 |
0.47 |
0.47 |
0.47 |
0.47 |
0.47 |
0.47 |
0.46 |
0.46 |
0.46 |
0.46 |
0.45 |
0.45 |
0.45 |
0.45 |
0.44 |
0.44 |
0.44 |
0.43 |
0.43 |
0.43 |
0.43 |
0.43 |
0.42 |
0.41 |
0.40 |
0.40 |
0.40 |
0.40 |
0.40 |
0.39 |
0.39 |
0.39 |
0.39 |
0.38 |
0.38 |
0.38 |
0.38 |
0.38 |
0.38 |
0.37 |
0.37 |
0.37 |
0.37 |
0.37 |
0.37 |
0.37 |
0.36 |
0.35 |
0.35 |
0.35 |
0.35 |
0.35 |
0.34 |
0.34 |
0.34 |
0.34 |
0.33 |
0.33 |
0.33 |
0.33 |
0.31 |
0.31 |
0.31 |
0.31 |
0.31 |
0.31 |
0.30 |
0.30 |
0.29 |
0.29 |
0.29 |
0.28 |
0.28 |
0.28 |
0.27 |
0.27 |
0.27 |
0.27 |
0.26 |
0.26 |
0.26 |
0.25 |
0.25 |
0.25 |
0.25 |
0.24 |
0.24 |
0.24 |
0.24 |
0.24 |
0.24 |
0.23 |
0.23 |
0.23 |
0.23 |
0.22 |
0.22 |
0.22 |
0.22 |
0.22 |
0.21 |
0.21 |
0.20 |
0.20 |
0.20 |
0.19 |
0.19 |
0.18 |
0.18 |
0.18 |
0.18 |
0.17 |
0.17 |
0.17 |
0.17 |
0.17 |
0.17 |
0.17 |
0.16 |
0.16 |
0.16 |
0.16 |
0.15 |
0.15 |
0.15 |
0.15 |
0.14 |
0.14 |
0.13 |
0.13 |
0.12 |
0.11 |
0.11 |
0.11 |
0.10 |
0.10 |
0.10 |
0.10 |
0.10 |
0.10 |
0.10 |
0.10 |
0.09 |
0.09 |
0.08 |
0.08 |
0.08 |
0.08 |
0.08 |
0.07 |
0.07 |
0.07 |
0.07 |
0.07 |
0.07 |
0.07 |
0.06 |
0.06 |
0.06 |
0.05 |
0.05 |
0.05 |
0.05 |
0.05 |
0.05 |
0.04 |
0.04 |
0.04 |
0.04 |
0.03 |
0.03 |
0.03 |
0.03 |
0.03 |
0.03 |
0.02 |
0.02 |
0.02 |
0.01 |
0.01 |
0.01 |
0.01 |
0.01 |
0.01 |
0.01 |
0.01 |
0.01 |
0.01 |
0.00 |
|