Efficient Visual Recognition Using the Hausdorff Distance

William Rucklidge (Autor)

Buch | Softcover

XIV, 186 Seiten

1996
Springer Berlin (Verlag)
978-3-540-61993-2 (ISBN)

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This book presents the theoretical aspects and practical development of a computer vision system for searching an image for a specified model object; this system is reliable, tolerates imperfections in the image and model, and is fast enough for real-world applications.
A number of search techniques are evaluated. The capabilities of the author's image search system are demonstrated on a variety of examples, and applications using it to track moving objects and navigate mobile robots are shown. This book is essential reading for anybody interested in model-based object recognition.

The Hausdorff distance.- Exact computation.- Rasterisation.- Efficient computation.- Implementations and examples.- Applications.- Conclusions.

Erscheint lt. Verlag	6.11.1996
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XIV, 186 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	304 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Algorithmische Geometrie • Algorithmus • Cognition • Computational Geometry • computer vision • Computervision • efficient search • Effiziente Suche • Hardcover, Softcover / Informatik, EDV/Informatik • Hausdorffsches Mass • HC/Informatik, EDV/Informatik • Mobile Robot • model-based recognition • Modellbasierte Erkennung • Mustererkennung • Object recognition • Objekterkennung • robot
ISBN-10	3-540-61993-3 / 3540619933
ISBN-13	978-3-540-61993-2 / 9783540619932
Zustand	Neuware