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Mathematical control systems

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This book presents a unified view of image motion analysis under the variational framework. Variational methods, rooted in physics and mechanics, but appearing in many other domains, such as statistics, control, and computer vision, address a problem from an optimization standpoint, i.e., they formulate it as the optimization of an objective function or functional. The methods of image motion analysis described in this book use the calculus of variations to minimize (or maximize) an objective functional which transcribes all of the constraints that characterize the desired motion variables. The book addresses the four core subjects of motion analysis: Motion estimation, detection, tracking, and three-dimensional interpretation. Each topic is covered in a dedicated chapter. The presentation is prefaced by an introductory chapter which discusses the purpose of motion analysis. Further, a chapter is included which gives the basic tools and formulae related to curvature, Euler Lagrange equations, unconstrained descent optimization, and level sets, that the variational image motion processing methods use repeatedly in the book.

Computer vision. --- Image processing --- Digital techniques. --- Digital image processing --- Machine vision --- Vision, Computer --- Engineering. --- Fluids. --- Fluid mechanics. --- Signal, Image and Speech Processing. --- Fluid- and Aerodynamics. --- Engineering Fluid Dynamics. --- Digital electronics --- Artificial intelligence --- Pattern recognition systems --- Hydraulic engineering. --- Engineering, Hydraulic --- Engineering --- Fluid mechanics --- Hydraulics --- Shore protection --- Signal processing. --- Image processing. --- Speech processing systems. --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Hydromechanics --- Continuum mechanics --- Mechanics --- Physics --- Hydrostatics --- Permeability --- Image analysis --- Mathematical models.

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#TELE:MI2 --- 681.3*I4 --- Image processing: image displays; image processing software (Computing methododologies) --- 681.3*I4 Image processing: image displays; image processing software (Computing methododologies)

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Image processing --- Optical pattern recognition --- Traitement d'images --- Reconnaissance optique des formes (Informatique) --- Image processing. --- Optical pattern recognition.