Get Computer Vision Analysis of Image Motion by Variational PDF

By Amar Mitiche,J.K. Aggarwal

ISBN-10: 3319007106

ISBN-13: 9783319007106

This publication provides a unified view of picture movement research below the variational framework. Variational tools, rooted in physics and mechanics, yet showing in lots of different domain names, similar to facts, regulate, and computing device imaginative and prescient, deal with an issue from an optimization viewpoint, i.e., they formulate it because the optimization of an target functionality or practical. The equipment of photo movement research defined during this publication use the calculus of diversifications to lessen (or maximize) an goal useful which transcribes all the constraints that signify the specified movement variables. The publication addresses the 4 middle matters of movement research: movement estimation, detection, monitoring, and 3-dimensional interpretation. every one subject is roofed in a committed bankruptcy. The presentation is prefaced by means of an introductory bankruptcy which discusses the aim of movement research. additional, a bankruptcy is integrated which supplies the elemental instruments and formulae on the topic of curvature, Euler Lagrange equations, unconstrained descent optimization, and point units, that the variational photograph movement processing tools use again and again within the book.

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Computer Vision Analysis of Image Motion by Variational Methods: 10 (Springer Topics in Signal Processing) by Amar Mitiche,J.K. Aggarwal

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