Digital Image Processing (2nd Edition)
Rafael C. Gonzalez
For classes in picture Processing and machine imaginative and prescient. thoroughly self-contained--and seriously illustrated--this creation to uncomplicated options and methodologies for electronic photo processing is written at a degree that actually is acceptable for seniors and first-year graduate scholars in nearly any technical self-discipline. The major textbook in its box for greater than two decades, it maintains its state-of-the-art concentrate on modern advancements in all mainstream components of photo processing--e.g., picture basics, photo enhancement within the spatial and frequency domain names, recovery, colour photograph processing, wavelets, photo compression, morphology, segmentation, photograph description, and the basics of item popularity. It makes a speciality of fabric that's basic and has a extensive scope of program.
Filters 347 5.3.3 Adaptive Filters 352 Periodic Noise aid by way of Frequency area Filtering 357 5.4.1 Bandreject Filters 357 5.4.2 Bandpass Filters 358 5.4.3 Notch Filters 359 5.4.4 optimal Notch Filtering 360 Linear, Position-Invariant Degradations 365 Estimating the Degradation functionality 368 5.6.1 Estimation through photo statement 368 5.6.2 Estimation by means of Experimentation 369 5.6.3 Estimation by way of Modeling 369 Inverse Filtering 373 minimal suggest sq. blunders (Wiener) Filtering 374 limited Least.
Filters 347 5.3.3 Adaptive Filters 352 Periodic Noise aid via Frequency area Filtering 357 5.4.1 Bandreject Filters 357 5.4.2 Bandpass Filters 358 5.4.3 Notch Filters 359 5.4.4 optimal Notch Filtering 360 Linear, Position-Invariant Degradations 365 Estimating the Degradation functionality 368 5.6.1 Estimation by means of picture remark 368 5.6.2 Estimation via Experimentation 369 5.6.3 Estimation by means of Modeling 369 Inverse Filtering 373 minimal suggest sq. blunders (Wiener) Filtering 374 limited Least.
7.1.1 snapshot Pyramids 485 7.1.2 Subband Coding 488 7.1.3 The Haar rework 496 Multiresolution Expansions 499 7.2.1 sequence Expansions 499 7.2.2 Scaling services 501 7.2.3 Wavelet services 505 Wavelet Transforms in a single size 508 7.3.1 The Wavelet sequence Expansions 508 7.3.2 The Discrete Wavelet remodel 510 7.3.3 the continual Wavelet remodel 513 the quick Wavelet rework 515 Wavelet Transforms in Dimensions 523 Wavelet Packets 532 precis 542 References and additional interpreting 542.
extra examining 878 difficulties 879 12 item attractiveness 883 12.1 styles and development periods 883 12.2 reputation in accordance with Decision-Theoretic tools 12.2.1 Matching 888 12.2.2 optimal Statistical Classifiers 894 12.2.3 Neural Networks 904 12.3 Structural equipment 925 12.3.1 Matching form Numbers 925 12.3.2 String Matching 926 precis 928 References and extra examining 928 difficulties 929 Appendix A 932 Bibliography 937 Index 965 888 thirteen Preface while whatever will be learn with no effort,.
Linear platforms, and computing device programming. The e-book website presents tutorials to help readers wanting a overview of this heritage fabric. one of many crucial purposes this publication has been the realm chief in its box for greater than 30 years is the extent of realization we pay to the altering academic wishes of our readers. the current variation is predicated at the so much vast survey we now have ever performed. The survey concerned school, scholars, and self sustaining readers of the ebook in 134.