Signals and images : advances and results in speech, estimation, compression, recognition, filtering, and processing /: advances and results in speech, estimation, compression, recognition, filtering, and processing. (2015)

• Record Type: Book
• Further Information: Note: Edited by Rosangela Fernandes Coelho, Vítor Heloiz Nascimento, Ricardo Lopes de Queiroz, Joao Marcos Travassos Romano, Charles Casimiro Cavalcante.
• Editors: Coelho, Rosângela Fernandes; Nascimento, Vítor Heloiz, 1967-; de Queiroz, Ricardo Lopes; Romano, João Marcos Travassos; Cavalcante, Charles Casimiro
• Contents: THEORY AND METHODS; Rosângela Fernandes Coelho and Vítor Heloiz Nascimento 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 {(−1)n } 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
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2015
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 621.3822; Signal processing
• Languages: English
• ISBNs: 9781498722377
• Related ISBNs: 9781498722360
• Notes: Note: Description based on CIP data; item not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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