Signals And Images Advances And Results In Speech, Estimation, Compression, Recognition, Filtering, And Processing
- 1A. ed
- ESTADOS UNIDOS CRC PRESS 2016
- 628 23.0
Blind Source Separation: Principles Of Independent And Sparse Component Analysis . -- Introduction . -- The Blind Source Separation Problem . -- Bss Methods Based On Independent Component Analysis . -- Bss Methods Based On Sparse Component Analysis . -- Conclusions . -- Kernel-Based Nonlinear Signal Processing . -- Chapter Summary . -- Introduction . -- Reproducing Kernel Hilbert Spaces (Rkhs) . -- Nonlinear Regression In An Rkhs . -- Online Kernel-Based Function Approximation . -- Online Nonlinear System Identification . -- Bayesian Approaches To Kernel-Based Nonlinear Regression . -- Conclusion . -- Arithmetic Transforms: Theory, Advances, And Challenges . -- Introduction . -- Historical Context . -- Mathematical Background . -- Arithmetic Fourier Transform . -- Arithmetic Hartley Transform . -- Arithmetic Cosine Transform . -- Arithmetic Transform Interpolation . -- Discussion And Conclusion . -- Appendix: Dirichlet Inverse Of . -- Distributed Particle Filtering In Cooperative Networks . -- Introduction . -- Cooperative Particle Filtering With Multiple Observers . -- Distributed Particle Filters . -- Cooperative Emitter Tracking Using Passive Sensors . -- Cooperative Equalization Of Digital Communication Channels . -- Conclusions . -- Appendix I . -- Appendix Ii . -- Acoustic Signal Processing . -- Rosângela Fernandes Coelho And Vítor Heloiz Nascimento . -- Empirical Mode Decomposition Theory Applied To Speech Enhancement . -- Introduction . -- Empirical Mode Decomposition . -- Speech Enhancement . -- Emd-Based Speech Enhancement Results . -- Conclusion . -- Acoustic Imaging Using The Kronecker Array Transform . -- Introduction . -- Signal Model . -- Methods For Acoustic Imaging . -- Kronecker Array Transform . -- Computional Cost . -- Examples . -- Practical Considerations . -- Conclusion . -- Automatic Evaluation Of Acoustically Degraded Full-Band Speech . -- Introduction . -- Highlighted Standards And References . -- Models For Telepresence System . -- Quality Evaluation Tools . -- Degradation Type Classification . -- Concluding Remarks . -- Models For Speech Processing . -- Introduction . -- Time-Frequency Models . -- Production Models . -- Linear Prediction . -- Spectral Representations And Models . -- Stochastic Models . -- Time-Varying Models . -- Acknowledgment . -- Image Processing . -- Ricardo Lopes de Queiroz . -- Energy-Aware Video Compression . -- Introduction . -- Background On H.264/Avc Implementation . -- Our H.264/Avc Test Systems . -- Power And Energy In Computing Systems . -- Energy Vs. Complexity . -- Energy-Aware Optimization . -- Results . -- Conclusions . -- Rotation And Scale Invariant Template Matching . -- Introduction . -- Conventional Bc-Invariant Template Matching . -- Brute Force Rstbc-Invariant Template Matching . -- Ciratefi: Rstbc-Invariant Template Matching . -- Forapro: Rtbc-Invariant Template Matching With Robustness To Scaling . -- Conclusions . -- Three-Dimensional Television (3Dtv) . -- 3D Basics . -- 3D Compression . -- Conclusions . -- Signal Processing In Communications . -- João Marcos Travassos Romano And Charles Casimiro Cavalcante . -- Overview Of Tensor Decompositions With Applications To Communications . -- Introduction . -- Notations . -- Tensor Models . -- Application To Mimo Communication Systems . -- Application To Cooperative Communications . -- Application To Multidimensional Array Processing . -- Summary . -- Signal Detection And Parameter Estimation In Massive Mimo Systems . -- Introduction . -- Signal Models And Application Scenarios . -- Detection Techniques . -- Parameter Estimation Techniques . -- Simulation Results . -- Future Trends And Emerging Topics . -- Concluding Remarks . -- Advances On Adaptive Sparse-Interpolated Filtering . -- Introduction . -- From The Fir Filter To The Sparse-Interpolated Fir Filter . -- Adaptive Sparse-Interpolated Fir Filters . -- Adaptive Sparse-Interpolated Volterra Filters . -- A Case Study Of Network Echo Cancellation . -- Concluding Remarks . -- Cognitive Power Line Communication . -- Introduction . -- Cognitive Plc . -- Spectrum Sensing Techniques . -- Spectrum Sensing Techniques For Cogplc . -- Future Trends . -- Conclusions . -- Selected Topics In Signal Processing . -- João Marcos Travassos Romano And Charles Casimiro Cavalcante . -- Information Geometry: An Introduction To New Models For Signal Processing . -- Introduction . -- Statistical Manifolds . -- Generalized Statistical Manifolds . -- Geometry Of (Generalized) Statistical Manifolds . -- Summary And Research Directions . -- Brief Introduction To Riemannian Geometry . -- Bio-Inspired And Information-Theoretic Signal Processing . -- Introduction . -- Artificial Neural Networks . -- Information Theoretic Learning . -- Bio-Inspired Optimization . -- Concluding Remarks . -- High-Resolution Techniques For Seismic Signal Prospecting . -- Introduction . -- Summary . -- High-Resolution Velocity Spectra . -- Event Detection Schemes For Seismic Data Analysis . -- 2D Deconvolution . -- Conclusion . -- Synthetic Aperture Imaging For Ultrasonic Non-Destructive Testing . -- Beamforming In Ultrasonic Array Imaging Systems . -- Instantaneous Phase Information To Improve Defect Detection . -- Simplified Process For Synthetic Aperture Imaging . -- Experimental Results . -- Comments