Detecting salient blob-like image structures and their scales
Part of the The Springer International Series in Engineering and Computer Science book series (SECS, volume 256)
A major motivation for this research has been to investigate whether or not the scale-space model allows for determination and detection of stable phenomena. In this chapter it will be demonstrated that such determination and detection are indeed possible, and that the suggested representation can be used for extracting regions of interest with associated stable scales from image in a solely bottom-up data-driven way. The treatment is based on the following assumption:
Structures, which are significant in scale-space, are likely to correspond to significant structures in the image.
KeywordsSignificance Measure Block Image Transformational Invariance Fine Scale Structure Primal Sketch
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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© Springer Science+Business Media Dordrecht 1994