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Also using natural image statistics, Vigo et al. [46] detected salient edge based on ICA.
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f S denotes the salient edges and constant regions, and f D denotes the image details.
Gheissari et al. [23] employed the spatiotemporal segmentation algorithm to generate salient edges that are robust to the color of clothing.
This method requires high-resolution images where salient edges of a target can be detected, and may not be appropriate for ATR in practical IR imagery.
The local TV term is applied on the salient edges and constant regions, and the nonlocal term is applied on the details.
On the other hand, by enforcing sparser priors [10, 16, 17] or exploiting edge prediction step [9, 18 21] to select salient edges in latent image, several carefully designed MAP algorithms can also exhibit promising performance.
Interpolation-based methods such as the bicubic approach are simple and easy to implement but tend to blur the high frequency details and produce aliasing artifacts at salient edges [3].
As a pleasing consequence, the coarse texture within the image regions is removed, but the salient edges (with polarity values close to 1) would be thicker (i.e., see the results in Figure 2 with σ = 6).
As shown in Fig. 1, Fig. 1a is the original image, Fig. 1b is the salient edges and constant regions of (a), and Fig. 1c is the details of (a) and obtained by (a) minus (b).
The present results suggest that the presence of salient edges also disrupts size perception of small objects.
Panday, Bergmann Tiest and Kappers (2011) showed that presence of the salient edges disrupted the participants' ability to perceive haptically the orientation of blocks.
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