Band 2165
Local Features in Natural Images via Singularity Theory
Aus der Reihe
Lecture Notes in Mathematics
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- Taschenbuch
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Form:Einzelkauf Download
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Sprache:Englisch
Fr. 63.90
inkl. gesetzl. MwSt.Beschreibung
Produktdetails
Format
Kopierschutz
Nein
Family Sharing
Nein
Text-to-Speech
Nein
Erscheinungsdatum
30.09.2016
Verlag
Springer Nature SwitzerlandSeitenzahl
255 (Printausgabe)
Dateigröße
14316 KB
Auflage
1st ed. 2016
Sprache
Englisch
EAN
9783319414713
This monograph considers a basic problem in the computer analysis of natural images, which are images of scenes involving multiple objects that are obtained by a camera lens or a viewer's eye. The goal is to detect geometric features of objects in the image and to separate regions of the objects with distinct visual properties. When the scene is illuminated by a single principal light source, we further include the visual clues resulting from the interaction of the geometric features of objects, the shade/shadow regions on the objects, and the "apparent contours". We do so by a mathematical analysis using a repertoire of methods in singularity theory. This is applied for generic light directions of both the "stable configurations" for these interactions, whose features remain unchanged under small viewer movement, and the generic changes which occur under changes of view directions. These may then be used to differentiate between objects and determine their shapes and positions.
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