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Signal Processing for Computer Vision provides a unique and thorough treatment of the signal processing aspects of filters and operators for low level computer vision. Computer Vision has progressed considerably over the years. From methods only applicable to simple images, it has developed to deal with increasingly complex scenes, volumes and time sequences. A substantial part of this book deals with the problem of designing models that can be used for several purposes with computer vision.
These partial models have some general properties of invariance generation and generality in model generation. Signal Processing for Computer Vision is the first book to give a unified treatment of representation and filtering of higher order data, such as vectors and tensors in multidimensional space. Included is a systematic organisation for the implementation of complex models in a hierarchical modular structure and novel material on adaptive filtering using tensor data representation.
Signal Processing for Computer Vision is intended for final year undergraduate and graduate students as well as engineers and researchers in the field of computer vision and image processing.
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Previews available in: English
Subjects
Computer vision, Signal processing, Digital techniques, Communications engineering / telecommunications, Sound, vibration & waves (acoustics), Image Processing (Engineering), Technology, Computers - General Information, Science/Mathematics, Computer Graphics - General, Computer Graphics - Image Processing, Engineering - Electrical & Electronic, Technology / Engineering / Electrical, Signal processing, digital techniques, Signal processing--digital techniques, Ta1634 .g73 1995, 006.4/2Showing 2 featured editions. View all 2 editions?
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1
Signal processing for computer vision
1995, Kluwer Academic Publishers
in English
0792395301 9780792395300
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2
Signal Processing for Computer Vision
December 31, 1994, Springer
Hardcover
in English
- 1 edition
0792395301 9780792395300
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Book Details
Edition Notes
Includes bibliographical references (p. 419-431) and index.
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