Efficient Visual Recognition Using the Hausdorff Distance [electronic resource] /
edited by William Rucklidge.
- Berlin, Heidelberg : Springer Berlin Heidelberg, 1996.
- XIV, 186 p. online resource.
- Lecture Notes in Computer Science, 1173 0302-9743 ; .
- Lecture Notes in Computer Science, 1173 .
The Hausdorff distance -- Exact computation -- Rasterisation -- Efficient computation -- Implementations and examples -- Applications -- Conclusions.
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.
9783540495871
10.1007/BFb0015091 doi
Computer science.
Artificial intelligence.
Computer vision.
Optical pattern recognition.
Computer Science.
Pattern Recognition.
Artificial Intelligence (incl. Robotics).
Image Processing and Computer Vision.
Q337.5 TK7882.P3
006.4
The Hausdorff distance -- Exact computation -- Rasterisation -- Efficient computation -- Implementations and examples -- Applications -- Conclusions.
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.
9783540495871
10.1007/BFb0015091 doi
Computer science.
Artificial intelligence.
Computer vision.
Optical pattern recognition.
Computer Science.
Pattern Recognition.
Artificial Intelligence (incl. Robotics).
Image Processing and Computer Vision.
Q337.5 TK7882.P3
006.4