Local Features in Natural Images via Singularity Theory

• Main Authors: Damon, James (Author), Giblin, Peter (Author), Haslinger, Gareth (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Lecture Notes in Mathematics, 2165
• Subjects: Mathematics.; Computer graphics.; Global analysis (Mathematics).; Manifolds (Mathematics).; Computer science > Mathematics.; Computer mathematics.; Global Analysis and Analysis on Manifolds.; Mathematical Applications in Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.

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 wit...