Digital Image Processing An Algorithmic Introduction Using Java / by Wilhelm Burger, Mark J. Burge.

This modern, self-contained textbook provides an accessible introduction to the field from the perspective of a practicing programmer, supporting a detailed presentation of the fundamental concepts and techniques with practical exercises and fully worked out implementation examples. This much-antici...

Full description

Saved in:
Bibliographic Details
Main Authors: Burger, Wilhelm (Author), Burge, Mark J. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: London : Springer London : Imprint: Springer, 2016.
Edition:2nd ed. 2016.
Series:Texts in Computer Science,
Springer eBook Collection.
Subjects:
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.

MARC

LEADER 00000nam a22000005i 4500
001 b3260188
003 MWH
005 20191024211706.0
007 cr nn 008mamaa
008 160325s2016 xxk| s |||| 0|eng d
020 |a 9781447166849 
024 7 |a 10.1007/978-1-4471-6684-9  |2 doi 
035 |a (DE-He213)978-1-4471-6684-9 
050 4 |a E-Book 
072 7 |a UYT  |2 bicssc 
072 7 |a COM012000  |2 bisacsh 
072 7 |a UYT  |2 thema 
072 7 |a UYQV  |2 thema 
100 1 |a Burger, Wilhelm.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Digital Image Processing  |h [electronic resource] :  |b An Algorithmic Introduction Using Java /  |c by Wilhelm Burger, Mark J. Burge. 
250 |a 2nd ed. 2016. 
264 1 |a London :  |b Springer London :  |b Imprint: Springer,  |c 2016. 
300 |a XXIII, 811 p. 413 illus., 141 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Texts in Computer Science,  |x 1868-0941 
490 1 |a Springer eBook Collection 
505 0 |a Digital Images -- ImageJ -- Histograms and Image Statistics -- Point Operations -- Filters -- Edges and Contours -- Corner Detection -- Finding Simple Curves: The Hough Transform -- Morphological Filters -- Regions in Binary Images -- Automatic Thresholding -- Color Images -- Color Quantization -- Colorimetric Color Spaces -- Filters for Color Images -- Edge Detection in Color Images -- Edge-Preserving Smoothing Filters -- Introduction to Spectral Techniques -- The Discrete Fourier Transform in 2D -- The Discrete Cosine Transform (DCT) -- Geometric Operations -- Pixel Interpolation -- Image Matching and Registration -- Non-Rigid Image Matching -- Scale-Invariant Feature Transform (SIFT) -- Fourier Shape Descriptors -- Appendix A: Mathematical Symbols and Notation -- Appendix B: Linear Algebra -- Appendix C: Calculus -- Appendix D: Statistical Prerequisites -- Appendix E: Gaussian Filters -- Appendix F: JavaNotes. 
520 |a This modern, self-contained textbook provides an accessible introduction to the field from the perspective of a practicing programmer, supporting a detailed presentation of the fundamental concepts and techniques with practical exercises and fully worked out implementation examples. This much-anticipated new edition of the definitive textbook on Digital Image Processing has been completely revised and expanded with new content and improved teaching material. Topics and features: Contains new chapters on automatic thresholding, filters and edge detection for color images, edge-preserving smoothing filters, non-rigid image matching, and Fourier shape descriptors. Includes exercises at the end of every chapter, and provides additional supplementary material at an associated website. Uses ImageJ for all examples, a widely used open source imaging system that can run on all major platforms and be easily ported to other programming languages. Describes each solution in a stepwise manner in mathematical form, as abstract pseudocode algorithms, and as complete Java programs. Presents suggested outlines for a one- or two-semester course in the preface. Advanced undergraduate and graduate students will find this comprehensive and example-rich textbook will serve as the ideal introduction to digital image processing. It will also prove invaluable to researchers and professionals seeking a practically focused self-study primer. 
590 |a Loaded electronically. 
590 |a Electronic access restricted to members of the Holy Cross Community. 
650 0 |a Optical data processing. 
650 0 |a Signal processing. 
650 0 |a Image processing. 
650 0 |a Speech processing systems. 
650 0 |a Computational intelligence. 
690 |a Electronic resources (E-books) 
700 1 |a Burge, Mark J.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
830 0 |a Texts in Computer Science,  |x 1868-0941 
830 0 |a Springer eBook Collection. 
856 4 0 |u https://holycross.idm.oclc.org/login?auth=cas&url=https://doi.org/10.1007/978-1-4471-6684-9  |3 Click to view e-book  |t 0 
907 |a .b32601888  |b 04-18-22  |c 02-26-20 
998 |a he  |b 02-26-20  |c m  |d @   |e -  |f eng  |g xxk  |h 0  |i 1 
912 |a ZDB-2-SCS 
950 |a Computer Science (Springer-11645) 
902 |a springer purchased ebooks 
903 |a SEB-COLL 
945 |f  - -   |g 1  |h 0  |j  - -   |k  - -   |l he   |o -  |p $0.00  |q -  |r -  |s b   |t 38  |u 0  |v 0  |w 0  |x 0  |y .i21733508  |z 02-26-20 
999 f f |i aa185dd4-6b42-50d5-abf1-7dbe597c7feb  |s 90ecf27b-7adc-5693-878e-fbd4952c8005  |t 0 
952 f f |p Online  |a College of the Holy Cross  |b Main Campus  |c E-Resources  |d Online  |t 0  |e E-Book  |h Library of Congress classification  |i Elec File