Efficient Visual Recognition Using the Hausdorff Distance

ISBN-13: 9783540619932 / Angielski / Miękka / 1996 / 186 str.

William Rucklidge;Rucklidge

Opis

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.

Spis treści

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