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020 _a9781848829190
_9978-1-84882-919-0
024 7 _a10.1007/978-1-84882-919-0
_2doi
035 _ato000484034
040 _aSpringer
_cSpringer
_dRU-ToGU
050 4 _aTA1637-1638
050 4 _aTA1637-1638
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082 0 4 _a006.6
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100 1 _aBurger, Wilhelm.
_eauthor.
_9413395
245 1 0 _aPrinciples of Digital Image Processing
_h[electronic resource] :
_bAdvanced Methods /
_cby Wilhelm Burger, Mark J. Burge.
260 _aLondon :
_bSpringer London :
_bImprint: Springer,
_c2013.
300 _aXIII, 369 p. 131 illus., 112 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aUndergraduate Topics in Computer Science,
_x1863-7310
505 0 _aIntroduction -- Automatic Thresholding -- Filters for Color Images -- Edge Detection in Color Images -- Edge-Preserving Smoothing Filters -- Fourier Shape Descriptors -- SIFT—Scale-Invariant Local Features -- Mathematical Symbols and Notation -- Vector Algebra and Calculus -- Statistical Prerequisites -- Gaussian Filters -- Color Space Transformations.
520 _aThis easy-to-follow textbook is the third of three volumes which provide a modern, algorithmic introduction to digital image processing, designed to be used both by learners desiring a firm foundation on which to build, and practitioners in search of critical analysis and concrete implementations of the most important techniques. This volume builds upon the introductory material presented in the first two volumes (Fundamental Techniques and Core Algorithms) with additional key concepts and methods in image processing. Features and topics: Practical examples and carefully constructed chapter-ending exercises drawn from the authors' years of experience teaching this material Real implementations, concise mathematical notation, and precise algorithmic descriptions designed for programmers and practitioners Easily adaptable Java code and completely worked-out examples for easy inclusion in existing (and rapid prototyping of new) applications Uses ImageJ, the image processing system developed, maintained, and freely distributed by the U.S. National Institutes of Health (NIH) Provides a supplementary website with the complete Java source code, test images, and corrections—www.imagingbook.com Additional presentation tools for instructors including a complete set of figures, tables, and mathematical elements This thorough, reader-friendly text will equip undergraduates with a deeper understanding of the topic and will be invaluable for further developing knowledge via self-study. Wilhelm Burger, Ph.D., is the director of the Digital Media degree programs at the Upper Austria University of Applied Sciences at Hagenberg. Mark J. Burge, Ph.D., is a senior principal at MITRE in Washington, D.C.
650 0 _aComputer Science.
_9155490
650 0 _aComputer vision.
_9274100
650 1 4 _aComputer Science.
_9155490
650 2 4 _aImage Processing and Computer Vision.
_9303601
700 1 _aBurge, Mark J.
_eauthor.
_9413396
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
830 0 _aUndergraduate Topics in Computer Science,
_9318115
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-84882-919-0
912 _aZDB-2-SCS
999 _c356099