1985 | OriginalPaper | Buchkapitel
The Verification of Image Interpretations
verfasst von : David G. Lowe
Erschienen in: Perceptual Organization and Visual Recognition
Verlag: Springer US
Enthalten in: Professional Book Archive
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One of the central arguments for the importance of perceptual organization is that it reduces the otherwise enormous task of searching for spatial correspondence between image features and prior knowledge of objects. However, this argument is based on the assumption that the final verification of the correctness of a set of correspondences can be carried out quickly and reliably as part of the search process. In this chapter, some practical methods will be described for performing this verification process, in particular for determining the viewpoint and unknown parameters of a three-dimensional object as accurately as possible and measuring the degree to which the spatial information in the image agrees with the predictions of the model.