Maximally Stable Extremal Regions and Salient Regions Sample Clauses

Maximally Stable Extremal Regions and Salient Regions. Maximally Stable Extremal Regions (MSER) and Salient regions appear to offer stable and robust methods for locating points of interest within an image; however, within the AVITRACK project this was not true. This failure is not with the algorithms themselves; rather, it is due to the low colour discrimination of the cameras used, and the algorithms reliance on locating connected components, which exhibit similar stability. As the image colour does not distinguish between image sections adequately, these stable or salient regions may be formed of a mixture of background and foreground pixels, and may change quite arbitrarily, as shown in [85]. It is possible, based on motion data, to restrict the MSER or salient region detection scheme to moving pixels only, however, the same problem reoccurs between moving pixels of different object sections.
Sample 1
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