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Efficient visual recognition using the Hausdorff distance
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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.
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Efficient visual recognition using the Hausdorff distance, William Rucklidge
- Language
- Released
- 1996
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- Title
- Efficient visual recognition using the Hausdorff distance
- Language
- English
- Authors
- William Rucklidge
- Publisher
- Springer
- Released
- 1996
- ISBN10
- 3540619933
- ISBN13
- 9783540619932
- Series
- Lecture notes in computer science
- Category
- Computers, IT, Programming
- Description
- 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.