Digital image processing : concepts, algorithms, and scientific applications
著者
書誌事項
Digital image processing : concepts, algorithms, and scientific applications
Springer-Verlag, c1993
2nd ed
- : gw
- : us
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注記
Includes index
内容説明・目次
内容説明
Written by a non-computer scientist, this is intended as a practical guide taking the reader from basic concepts to up-to-date research topics in digital image processing. The presentation builds on principles and mathematical tools widely used in the natural sciences. The book discusses the following topics: image acquisition and digitization; linear and non-linear filter operation for the detection of edges, local orientation and texture; fast algorithms on pyramidal and multigrid data structures; morphological operations to detect the shape of objects; and segmentation and classification. Further chapters deal with the reconstruction of three-dimensional objects from projections and the analysis of stereo images and image sequences with differential, correlation and filter algorithms. Many examples - some of them in color - from a variety of areas show how even complicated tasks can be solved using inexpensive image processing systems on the basis of a personal computer.
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