Theoretical Foundations of Computer Vision

Walter Kropatsch, Reinhard Klette, Franc Solina, R. Albrecht (Herausgeber)

Buch | Softcover

VII, 257 Seiten

1995 | 1. Softcover reprint of the original 1st ed. 1996
Springer Wien (Verlag)
978-3-211-82730-7 (ISBN)

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Computer Vision is a rapidly growing field of research investigating computational and algorithmic issues associated with image acquisition, processing, and understanding. It serves tasks like manipulation, recognition, mobility, and communication in diverse application areas such as manufacturing, robotics, medicine, security and virtual reality. This volume contains a selection of papers devoted to theoretical foundations of computer vision covering a broad range of fields, e.g. motion analysis, discrete geometry, computational aspects of vision processes, models, morphology, invariance, image compression, 3D reconstruction of shape. Several issues have been identified to be of essential interest to the community: non-linear operators; the transition between continuous to discrete representations; a new calculus of non-orthogonal partially dependent systems.

Attentive Visual Motion Processing: Computations in the Log-Polar Plane.- Invariant Thinning and Distance Transform.- Recognition of Images Degraded by Linear Motion Blur without Restoration.- Symmetric Bi- and Trinocular Stereo: Tradeoffs between Theoretical Foundations and Heuristics.- Surface from Motion-without and with Calibration.- Properties of Pyramidal Representations.- A Robust Approach to Estimation of Parametric Models.- Computer Vision and Mathematical Morphology.- A Variational Approach to the Design of Early Vision Algorithms.- Banach Constructor and Image Compression.- Piecewise Linear Approximation of Planar Jordan Curves and Arcs: Theory and Applications.- Segmentation with Volumetric Part Models.- Theoretical Foundations of Anisotropic Diffusion in Image Processing.- Stability and Likelihood of Views of Three Dimensional Objects.

Erscheint lt. Verlag	19.12.1995
Reihe/Serie	Computing Supplementa
Zusatzinfo	VII, 257 p. 46 illus.
Verlagsort	Vienna
Sprache	englisch
Gewicht	499 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	algorithms • anisotropic diffusion • Calculus • Cognition • Combinatorial Geometry • combinatorics • computer vision • Computervision • Diffusion • HC/Informatik, EDV/Informatik • Heuristics • Image Compression • Image Processing • Künstliche Intelligenz • likelihood • Mathematical Morphology • robot • Robotics • Virtual Reality
ISBN-10	3-211-82730-7 / 3211827307
ISBN-13	978-3-211-82730-7 / 9783211827307
Zustand	Neuware