Efficient Visual Recognition Using the Hausdorff Distance (Lecture Notes in Computer Science)

William Rucklidge

ISBN 10: 3540619933 / ISBN 13: 9783540619932

Editore: Springer 2008-06-13, 2008

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Dati bibliografici

• Titolo: Efficient Visual Recognition Using the Hausdorff Distance (Lecture Notes in Computer Science)
• Editore: Springer 2008-06-13
• Data di pubblicazione: 2008
• Lingua: Inglese
• ISBN 10: 3540619933
• ISBN 13: 9783540619932
• Rilegatura: Paperback
• Condizione: New

Descrizione articolo

Riassunto

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.

Contenuti

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