| Preface |
| Introduction |
| Contributors |
| Two-Dimensional Digital Systems and Applications: The State of the Art / Vito Cappellini ; Pier Luigi Emiliani1： |
| Linear Two-Dimensional Digital Systems / 1.： |
| Linear Systems Described by Difference Equations / 3.： |
| Two-Dimensional Digital Filter Stability / 4.： |
| Local Space Operators / 5.： |
| Design Methods of Two-Dimensional Digital Filters / 6.： |
| Implementation of Two-Dimensional Digital Filtering Operations / 7.： |
| Applications / 8.： |
| References |
| Structure and Properties of Two-Dimensional Systems / Ettore Fornasini ; Giovanni Marchesini2： |
| Two-Dimensional State-Space Models |
| Reachability and Observability |
| Structure of Two-Dimensional Realizations |
| Stability |
| Stability of Multidimensional Systems and Related Problems / Eliahu I. Jury3： |
| Recursive Filters and Basic Methods for Their Stability |
| Stability Theorems |
| Stability Tests |
| Some Necessary and Sufficient Stability Conditions for Low-Order Two-Dimensional Filters |
| Stability in the Presence of Nonessential Singularities of the Second Kind |
| Margins of Stability and Methods of Their Computations |
| Stability of Multidimensional Continuous Systems |
| Appendix |
| State-Feedback Control of Three-Dimensional Systems / Spyros G. Tzafestas4： |
| State-Space Representation of Three-Dimensional Systems |
| Three-Dimensional Transfer-Function Factorization Using State-Feedback Control |
| Three-Dimensional Characteristic Polynomial Controller Design |
| Three-Dimensional Input-Output State-Feedback Decoupling Control |
| Three-Dimensional Model-Matching Feedback Control |
| Deadbeat Control of Two-Dimensional Systems |
| Minimum Effort Control of Three-Dimensional Systems |
| Conclusions / 9.： |
| Finite-Word-Length Effects in Two-Dimensional Digital Systems / Tyseer T. Aboulnasr ; Moustafa M. Fahmy5： |
| Local State-Space Realizations |
| Effect of Coefficient Quantization |
| Effect of the Overflow Nonlinearity |
| Limit Cycles |
| Round-Off Noise |
| Conclusion |
| Two-Variable Analog Ladders with Applications / M. N. S. Swamy ; Harnath C. Reddy6： |
| Preliminaries |
| Techniques for the Realization of a Two-Variable Positive Real Function Z(s[subscript 1], s[subscript 2]) as a Ladder Network |
| Realization of a Two-Variable Transfer Function in the Ladder Form |
| Application to Two-Dimensional Wave Digital Filter Design |
| Modeling of Multidimensional Signals with Applications to Images / Demetrios Kazakos ; P. Papantoni-Kazakos7： |
| Block-Circulant Matrices |
| Periodic Random Processes as Signal Models: One-Dimensional Case |
| Two-Dimensional Periodic Random Processes |
| Image Restoration |
| Discrimination and Parameter Identification for Periodic Models |
| Real-Time Image Processing / Anastasios N. Venetsanopoulos8： |
| Hardware and Software for Real-Time Image Processing |
| Algorithms and Applications for Real-Time Image Processing |
| Real-Time Image Processing Through Distributed Arithmetic |
| Recognition and Tracking of Moving Objects |
| Future Trends |
| Symmetry in Two-Dimensional Filters and its Application / P. Karivaratha Rajan9： |
| Definition and Types of Symmetry |
| Symmetry Relations in Two-Dimensional Fourier Transforms |
| Symmetry in Magnitude Response: Continuous Domain |
| Symmetry in Magnitude Response: Discrete Domain |
| Application of Symmetry Relations |
| Summary |
| Notation |
| Parameter Identification for Two-Dimensional Image Enhancement / Tohru Katayama ; Sueo Sugimoto10： |
| Identification of Two-Dimensional Causal Model |
| Identification of Vector AR Model |
| Multiprocessor Configurations for Processing and Transform Coding of Digital Images / Nikitas A. Alexandridis11： |
| Multiprocessor Systems for Image Processing |
| Multiprocessor Transform Coding of Images |
| Computer-Aided Design of Two-Dimensional Digital Filters / 12： |
| Objective Functions |
| Optimization Algorithms |
| Computer-Aided Design of Two-Dimensional FIR Digital Filters |
| Computer-Aided Design of Two-Dimensional IIR Digital Filters |
| Magnitude Response Design of Two-Dimensional IIR Digital Filter with Octagonal Symmetry |
| Phase Response Design of Two-Dimensional IIR Digital Filter with Octagonal Symmetry |
| Recent Developments and Future Trends |
| Digital Tomographic Filters for Radiographs / Jose M. Costa13： |
| Three-Dimensional Imaging Techniques with X Rays |
| Tomographic Filters |
| Design and Realization of Tomographic Filters |
| Conclusions and Directions for Further Research |
| Index |
図書
