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Filtering, Segmentation and Depth by Mark Nitzberg, Takahiro Shiota, David Mumford (Paperback, 1993)

About this product

About this product

Product Information

Computer vision seeks a process that starts with a noisy,ambiguous signal from a TV camera and ends with a high-leveldescription of discrete objects located in 3-dimensionalspace and identified in a human classification. This book addresses the process at several levels. First tobe treated are the low-level image-processing issues ofnoise removaland smoothing while preserving important linesand singularities in an image. At a slightly higher level, arobust contour tracing algorithm is described that producesa cartoon of the important lines in the image. Thirdis thehigh-level task of reconstructing the geometry of objects inthe scene. The book has two aims: to give the computer vision communitya new approach to early visual processing, in the form ofimage segmentation that incorporates occlusion at a lowlevel, and to introduce real computer algorithms that do abetter 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 producessmoothed contours rather than bitmaps,- an algorithm for filling gaps in contours.

Product Identifiers

Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783540564843
eBay Product ID (ePID)
94729995

Product Key Features

Author
Mark Nitzberg, Takahiro Shiota, David Mumford
Publication Name
Filtering, Segmentation and Depth
Format
Paperback
Language
English
Subject
Computer Science
Publication Year
1993
Type
Textbook
Number of Pages
152 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Volume
662
Item Weight
520g

Additional Product Features

Title_Author
Mark Nitzberg, David Mumford, Takahiro Shiota
Series Title
Lecture Notes in Computer Science
Country/Region of Manufacture
Germany

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