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3-D Shape Estimation and Image Restoration

Paolo Favaro, Stefano Soatto
Images contain information about the spatial properties of the scene they depict. When coupled with suitable assumptions, images can be used to infer thr- dimensional information. For instance, if the scene contains objects made with homogeneous material, such as marble, variations in image intensity can be - sociated with variations in shape, and hence the "shading" in the image can be exploited to infer the "shape" of the scene (shape from shading). Similarly, if the scene contains (statistically) regular structures, variations in image intensity can be used to infer shape (shape from textures). Shading, texture, cast shadows, - cluding boundaries are all "cues" that can be exploited to infer spatial properties of the scene from a single image, when the underlying assumptions are sat- ?ed. In addition, one can obtain spatial cues from multiple images of the same scene taken with changing conditions. For instance, changes in the image due to a moving light source are used in "photometric stereo," changes in the image due to changes in the position of the cameras are used in "stereo," "structure from motion," and "motion blur. " Finally, changes in the image due to changes in the geometry of the camera are used in "shape from defocus. " In this book, we will concentrate on the latter two approaches, motion blur and defocus, which are referred to collectively as "accommodation cues.
Autor: Favaro, Paolo Soatto, Stefano
EAN: 9781846281761
Sprache: Englisch
Seitenzahl: 249
Produktart: Gebunden
Verlag: Springer, Berlin
Untertitel: Exploiting Defocus and Motion-Blur
Schlagworte: 3D-Grafik Software Engineering / Softwareentwicklung Three
Größe: 244 × 169 × 16
Gewicht: 570 g