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Filtering, Segmentation and Depth (Lecture Notes in Computer Science) [Paperback]

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Item description for Filtering, Segmentation and Depth (Lecture Notes in Computer Science) by Mark Nitzberg, David Mumford & M.D. Takahiro Shiota...

Computer vision seeks a process that starts with a noisy, ambiguous signal from a TV camera and ends with a high-level description of discrete objects located in 3-dimensional space and identified in a human classification. This book addresses the process at several levels. First to be treated are the low-level image-processing issues of noise removaland smoothing while preserving important lines and singularities in an image. At a slightly higher level, a robust contour tracing algorithm is described that produces a cartoon of the important lines in the image. Thirdis the high-level task of reconstructing the geometry of objects in the scene. The book has two aims: to give the computer vision community a new approach to early visual processing, in the form of image segmentation that incorporates occlusion at a low level, and to introduce real computer algorithms that do a better job than what most vision programmers use currently. The algorithms are: - a nonlinear filter that reduces noise and enhances edges, - an edge detector that also finds corners and produces smoothed contours rather than bitmaps, - an algorithm for filling gaps in contours.



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Item Specifications...


Pages   151
Est. Packaging Dimensions:   Length: 0.5" Width: 6.25" Height: 9"
Weight:   0.45 lbs.
Binding  Softcover
Release Date   May 7, 1993
Publisher   Springer
ISBN  3540564845  
ISBN13  9783540564843  


Availability  100 units.
Availability accurate as of Mar 26, 2017 09:00.
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Product Categories

1Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
2Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Human Vision & Language Systems
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Vision
5Books > Subjects > Computers & Internet > General
6Books > Subjects > Computers & Internet > Graphics & Illustration > General
7Books > Subjects > Computers & Internet > Programming > Graphics & Multimedia
8Books > Subjects > Computers & Internet > Programming > Software Design > Software Development
9Books > Subjects > Professional & Technical > Engineering
10Books > Subjects > Professional & Technical > Engineering



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