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1.

図書

図書
Agostino Abbate, Casimer M. DeCusatis, Pankaj K. Das
出版情報: Boston : Birkhäuser, c2002  xvii, 551 p. ; 25 cm
シリーズ名: Applied and numerical harmonic analysis / series editor, John J. Benedetto
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Preface
Notation
Introduction / 1.:
Historical Review: From Fourier Analysis to Wavelet Analysis and Subband / 1.1:
Organization of This Book / 1.2:
References / 1.3:
Fundamentals / Part I:
Wavelet Fundamentals / 2.:
Why Wavelet Transforms? / 2.1:
Fourier Transform as a Wave Transform / 2.3:
Wavelet Transform / 2.4:
Connection Between Wavelets and Filters / 2.5:
Time-Frequency Analysis: Short-Time Fourier Transform, Gabor Transform, and Tiling in the Time-Frequency Plane / 2.6:
Examples of Wavelets / 2.7:
From the Continuous to the Discrete Case / 2.8:
Frames / 2.9:
Subbands / 2.10:
Multiresolution Analysis / 2.11:
Matrix Formulation / 2.12:
Multiresolution Revisited / 2.13:
Two-Dimensional Case / 2.14:
DWT and Subband Example / 2.15:
Implementations / 2.16:
Summary and Conclusions / 2.17:
Wavelets and Subbands / 2.18:
Time and Frequency Analysis of Signals / 3.:
Fundamentals of Signal Analysis / 3.1:
Uncertainty Principle / 3.1.2:
Windowed Fourier Transform: Short-Time Fourier Transform and Gabor Transform / 3.2:
General Properties of the Windowed Fourier Transform / 3.2.1:
Uncertainty Principle for Windowed Fourier Transform / 3.2.2:
Inverse Windowed Fourier Transform / 3.2.3:
Continuous Wavelet Transform / 3.3:
Mathematics of the Continuous Wavelet Transform / 3.3.1:
Properties of the Continuous Wavelet Transform / 3.3.2:
Inverse Wavelet Transform / 3.3.3:
Examples of Mother Wavelets / 3.3.4:
Analytic Wavelet Transform / 3.4:
Analytic Signals / 3.4.1:
Analytic Wavelet Transform on Real Signals / 3.4.2:
Physical Interpretation of an Analytic Signal / 3.4.3:
Quadratic Time-Frequency Distributions / 3.5:
Discrete Wavelet Transform: From Frames to Fast Wavelet Transform / 3.6:
Fundamentals of Frame Theory / 4.1:
Sampling Theorem / 4.3:
Wavelet Frames / 4.4:
Examples of Wavelet Frames / 4.5:
Time-Frequency Localization / 4.6:
Orthonormal Discrete Wavelet Transforms / 4.7:
Scaling Functions / 4.8:
Construction of Wavelet Bases Using Multiresolution Analysis / 4.10:
Wavelet Bases / 4.11:
Shannon Wavelet / 4.11.1:
Meyer Wavelet / 4.11.2:
Haar Wavelet / 4.11.3:
Battle-Lemarie (Spline) Wavelets / 4.11.4:
Daubechies Compactly Supported Wavelets / 4.12:
Fast Wavelet Transform / 4.13:
Biorthogonal Wavelet Bases / 4.14:
Theory of Subband Decomposition / 4.15:
Fundamentals of Digital Signal Processing / 5.1:
Multirate Systems / 5.3:
Polyphase Decomposition / 5.4:
Two-Channel Filter Bank/PR Filter / 5.5:
Biorthogonal Filters / 5.6:
Lifting Scheme / 5.7:
M-Band Case / 5.8:
Applications of Multirate Filtering / 5.9:
Two-Dimensional Wavelet Transforms and Applications / 5.10:
Orthogonal Pyramid Transforms / 6.1:
Progressive Transforms for Lossless and Lossy Image Coding / 6.3:
Embedded Zerotree Wavelets / 6.4:
Applications / 6.5:
Applications of Wavelets in the Analysis of Transient Signals / 7.:
Introduction to Time-Frequency Analysis of Transient Signals / 7.1:
Ultrasonic Systems / 7.2.1:
Ultrasonic Characterization of Coatings by the Ridges of the Analytic Wavelet Transform / 7.2.2:
Characterization of Coatings / 7.2.3:
Biomedical Application of Wavelets: Analysis of EEG Signals for Monitoring Depth of Anesthesia / 7.3:
Wavelet Spectral Analysis of EEG Signals / 7.3.1:
System Response Wavelet Analysis of EEG Signals / 7.3.2:
Discussion of Results / 7.3.3:
Applications of Subband and Wavelet Transform in Communication Systems / 7.4:
Applications in Spread Spectrum Communication Systems / 8.1:
Excision / 8.2.1:
Adaptive Filter-Bank Exciser / 8.2.2:
Transform-Based Low Probability of Intercept Receiver / 8.2.3:
Application of Multirate Filter Bank in Spreading Code Generation and Multiple Access / 8.2.4:
Modulation Using Filter Banks and Wavelets / 8.3:
Multitione Modulation / 8.4:
Noise Reduction in Audio and Images Using Wavelets / 8.5:
Audio/Video/Image Compression / 8.6:
Progressive Pattern Recognition
Real-Time Implementations of Wavelet Transforms / 8.7:
Digital VLSI Implementation / 9.1:
Optical Implementation / 9.2:
Matrix Processing and Neural Networks / 9.2.1:
Acousto-Optic Devices / 9.2.2:
Other Optical Implementations / 9.2.3:
Appendix / 9.3:
Fourier Transform / A.:
Discrete Fourier Transform / B.:
z-Transform / C.:
Orthogonal Representation of Signals / D.:
Bibliography
Index
Preface
Notation
Introduction / 1.:
2.

図書

図書
edited by Yingbo Hua, Alex B. Gershman, Qi Cheng
出版情報: New York : Marcel Dekker, c2004  xxiii, 448 p. ; 24 cm
シリーズ名: Signal processing and communications series ; 19
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3.

図書

図書
Edited by Jean-Philippe Thiran, Ferran Marqués, Hervé Bourlard
出版情報: Oxford : Academic Press, 2010  xiv, 328 p. ; 24 cm
シリーズ名: EURASIP and Academic Press Series in Signal and Image Processing
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Preface
Introduction / Jean-Philippe Thiran ; Ferran Marqués ; Hervé Bourlard1:
Signal Processing, Modelling and Related Mathematical Tools / Part I:
Statistical Machine Learning for HCI / Samy Bengio2:
Introduction to Statistical Learning / 2.1:
Types of Problem / 2.2.1:
Function Space / 2.2.2:
Loss Functions / 2.2.3:
Expected Risk and Empirical Risk / 2.2.4:
Statistical Learning Theory / 2.2.5:
Support Vector Machines for Binary Classification / 2.3:
Hidden Markov Models for Speech Recognition / 2.4:
Speech Recognition / 2.4.1:
Markovian Processes / 2.4.2:
Hidden Markov Models / 2.4.3:
Inference and Learning with HMMs / 2.4.4:
HMMs for Speech Recognition / 2.4.5:
Conclusion / 2.5:
References
Speech Processing / Thierry Dutoit ; Stéphane Dupont3:
Feature Extraction / 3.1:
Acoustic Modelling / 3.2.2:
Language Modelling / 3.2.3:
Decoding / 3.2.4:
Multiple Sensors / 3.2.5:
Confidence Measures / 3.2.6:
Robustness / 3.2.7:
Speaker Recognition / 3.3:
Overview / 3.3.1:
Text-to-Speech Synthesis / 3.3.2:
Natural Language Processing for Speech Synthesis / 3.4.1:
Concatenative Synthesis with a Fixed Inventory / 3.4.2:
Unit Selection-Based Synthesis / 3.4.3:
Statistical Parametric Synthesis / 3.4.4:
Conclusions / 3.5:
Natural Language and Dialogue Processing / Olivier Pietquin4:
Natural Language Understanding / 4.1:
Syntactic Parsing / 4.2.1:
Semantic Parsing / 4.2.2:
Contextual Interpretation / 4.2.3:
Natural Language Generation / 4.3:
Document Planning / 4.3.1:
Microplanning / 4.3.2:
Surface Realisation / 4.3.3:
Dialogue Processing / 4.4:
Discourse Modelling / 4.4.1:
Dialogue Management / 4.4.2:
Degrees of Initiative / 4.4.3:
Evaluation / 4.4.4:
Image and Video Processing Tools for HCI / Montse Pardàs ; Verónica Vilaplana ; Cristian Canton-Ferrer4.5:
Face Analyses / 5.1:
Face Detection / 5.2.1:
Face Tracking / 5.2.2:
Facial Feature Detection and Tracking / 5.2.3:
Gaze Analysis / 5.2.4:
Face Recognition / 5.2.5:
Facial Expression Recognition / 5.2.6:
Hand-Gesture Analysis / 5.3:
Head Orientation Analysis and FoA Estimation / 5.4:
Head Orientation Analysis / 5.4.1:
Focus of Attention Estimation / 5.4.2:
Body Gesture Analysis / 5.5:
Processing of Handwriting and Sketching Dynamics / Claus Vielhauer5.6:
History of Handwriting Modality and the Acquisition of Online Handwriting Signals / 6.1:
Basics in Acquisition, Examples for Sensors / 6.3:
Analysis of Online Handwriting and Sketching Signals / 6.4:
Overview of Recognition Goals in HCI / 6.5:
Sketch Recognition for User Interface Design / 6.6:
Similarity Search in Digital Ink / 6.7:
Summary and Perspectives for Handwriting and Sketching in HCI / 6.8:
Multimodal Signal Processing and Modelling / Part II:
Basic Concepts of Multimodal Analysis / Mihai Curban7:
Defining Multimodality / 7.1:
Advantages of Multimodal Analysis / 7.2:
Multimodal Information Fusion / Norman Poh ; Josef Kittler7.3:
Levels of Fusion / 8.1:
Adaptive versus Non-Adaptive Fusion / 8.3:
Other Design Issues / 8.4:
Modality Integration Methods / Mihai Gurban ; jean-Philippe Thiran8.5:
Multimodal Fusion for AVSR / 9.1:
Types of Fusion / 9.2.1:
Multistream HMMs / 9.2.2:
Stream Reliability Estimates / 9.2.3:
Multimodal Speaker Localisation / 9.3:
A Multimodal Recognition Framework for Joint Modality Compensation and Fusion / Konstantinos Moustakas ; Savvas Argyropoulos ; Dimitrios Tzovaras9.4:
Joint Modality Recognition and Applications / 10.1:
A New Joint Modality Recognition Scheme / 10.3:
Concept / 10.3.1:
Theoretical Background / 10.3.2:
Joint Modality Audio-Visual Speech Recognition / 10.4:
Signature Extraction Stage / 10.4.1:
Recognition Stage / 10.4.2:
Joint Modality Recognition in Biometrics / 10.5:
Results / 10.5.1:
References|204 / 10.6:
Managing Multimodal Data, Metadata and Annotations: Challenges and Solutions / Andrei Popescu-Belis11:
Setting the Stage: Concepts and Projects / 11.1:
Metadate-versusAnnotations / 11.2.l:
Examples of Large Multimodal Collections / 11.2.2:
Capturing and Recording Multimodal Data / 11.3:
Capture Devices / 11.3.1:
Synchronisation / 11.3.2:
Activity Types in Multimodal Corpora / 11.3.3:
Examples of Set-ups and Raw Data / 11.3.4:
Reference Metadata and Annotations / 11.4:
Gathering Metadata: Methods / 11.4.1:
Metadata for the AMI Corpus / 11.4.2:
Reference Annotations: Procedure and Tools / 11.4.3:
Data Storage and Access / 11.5:
Exchange Formats for Metadata and Annotations / 111.5.1:
Data Servers / 111.5.2:
Accessing Annotated Multimodal Data / 111.5.3:
Conclusions and Perspectives / 11.6:
Multimodal Human-Computer and Human-to-Human Interaction / Part III:
Multimodal Input / Natalie Ruiz ; Fang Chen ; Sharon Oviatt12:
Advantages of Multimodal Input Interfaces / 12.1:
State-of-the-Art Multimodal Input Systems / 12.2.1:
Multimodality, Cognition and Performance / 12.3:
Multimodal Perception and Cognition / 12.3.1:
Cognitive Load and Performance / 12.3.2:
Understanding Multimodal Input Behaviour / 12.4:
Theoretical Frameworks / 12.4.1:
Interpretation of Multimodal Input Patterns / 12.4.2:
Adaptive Multimodal Interfaces / 12.5:
Designing Multimodal Interfaces that Manage Users' Cognitive Load / 12.5.1:
Designing Low-Load Multimodal Interfaces for Education / 12.5.2:
Conclusions and Future Directions / 12.6:
MuItimodal Output: Facial Motion, Gestures and Synthesised Speech Synchronisation / Igor S. Pand ić13:
Basic AV Speech Synthesis / 13.1:
The Animation System / 13.3:
Coarticulation / 13.4:
Extended AV Speech Synthesis / 13.5:
Data-Driven Approaches / 13.5.1:
Rule-Based Approaches / 13.5.2:
Embodied Conversational Agents / 13.6:
TTS Timing Issues / 13.7:
On-the-Fly Synchronisation / 13.7.1:
A Priori Synchronisation / 13.7.2:
Interactive Representations of Multimodal Databases / Stéphane Marchand-Maillet ; Donn Morrison ; Enikö Szekely ; Eric Bruno13.8:
Multimodal Data Representation / 14.1:
Multimodal Data Access / 14.3:
Browsing as Extension of the Query Formulation Mechanism / 14.3.1:
Browsing for the Exploration of the Content Space / 14.3.2:
Alternative Representations / 14.3.3:
Commercial Impact / 14.3.4:
Gaining Semantic from User Interaction / 14.4:
Multimodal Interactive Retrieval / 14.4.1:
Crowdsourcing / 14.4.2:
Conclusion and Discussion / 14.5:
Modelling Interest in Face-to-Face Conversations from Multimodal Nonverbal Behaviour / Daniel Catica-Perez15:
Perspectives on Interest Modelling / 15.1:
Computing Interest from Audio Cues / 15.3:
Computing interest from Multimodal Cues / 15.4:
Other Concepts Related to Interest / 15.5:
Concluding Remarks / 15.6:
Index
Preface
Introduction / Jean-Philippe Thiran ; Ferran Marqués ; Hervé Bourlard1:
Signal Processing, Modelling and Related Mathematical Tools / Part I:
4.

図書

図書
Xiang-gen Xia
出版情報: New York : Marcel Dekker, 2001  xiv, 289 p. ; 24 cm
シリーズ名: Signal processing and communications series ; 6
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Series Introduction / K. J. Ray Liu
Preface
Introduction / 1:
Post Equalizations / 1.1:
Transmitter Assisted Equalizations / 1.2:
TH Precoding / 1.2.1:
Modulated Coding and Vector Coding / 1.2.2:
Information Rates and Capacity of an ISI Channel with AWGN / 1.3:
Some Notations / 1.4:
Modulated Codes: Fundamentals and Coding Gain / 2:
Modulated Codes / 2.1:
Coding Gain in AWGN Channel / 2.2:
MC Combined with an ISI Channel / 2.3:
Coding Gain in ISI Channels / 2.4:
More Results on Coding Gain / 2.5:
Existence of Rate 2/[Gamma] MC with Coding Gain / 2.5.1:
Some Sufficient Conditions on the Existence of Higher Rate Block MC with Coding Gain / 2.5.2:
A Method on the Rate Estimation of MC with Coding Gain / 2.5.3:
Lower and Upper Bounds on the Coding Gain / 2.5.4:
Joint Maximum-Likelihood Encoding and Decoding / 3:
Performance Analysis of MC / 3.1:
A Method for Computing the Distance Spectrum of Modulated Codes / 3.2:
Error-Pattern Trellis / 3.2.1:
Distance Spectrum and Bidirectional Searching Algorithm / 3.2.2:
Simulation Examples / 3.3:
An Algorithm for Searching the Optimal MC Given an ISI Channel / 3.4:
Modulated Code Coded Decision Feedback Equalizer / 4:
MC Coded Zero-Forcing DFE / 4.1:
Performance Analysis / 4.1.1:
The Optimal MC Design / 4.1.2:
Some Simulation Results / 4.1.3:
MC Coded Minimum Mean Square Error DFE / 4.2:
Optimal Decision-Delay and Coefficients of an MC Coded MMSE-DFE / 4.2.1:
Optimal Block MC for MC Coded MMSE-DFE / 4.2.2:
Simulation Results / 4.2.3:
An Optimal MC Design Converting ISI Channel into ISI-Free Channel / 4.3:
An Optimal Modulated Code Design / 4.3.1:
A Sub-optimal Modulated Code Design / 4.3.2:
Delayed Design / 4.3.3:
Capacity and Information Rates for Modulated Code Coded Intersymbol Interference Channels / 4.3.4:
Some Lower Bounds of Capacity and Information Rates / 5.1:
MC Existence with Increased Information Rates / 5.2:
Numerical Results / 5.3:
Combined Turbo and MC Coding / 5.4:
Joint Turbo and Modulated Code Encoding / 5.4.1:
Joint Soft Turbo and MC Decoding / 5.4.2:
Space-Time Modulated Coding for Memory Channels / 5.4.3:
Channel Model and Space-Time MC / 6.1:
Space-Time MC Coded ZF-DFE / 6.2:
MC Coded ZF-DFE and Performance Analysis / 6.2.1:
The Optimal Space-Time MC Design / 6.2.2:
Capacity and Information Rates of the Space-Time MC Coded MIMO Systems / 6.3:
Capacity and Information Rates of MIMO Systems without MC Encoding / 6.3.1:
Modulated Code Coded Orthogonal Frequency Division Multiplexing Systems / 6.3.2:
OFDM Systems for ISI Channels / 7.1:
General MC Coded OFDM Systems for ISI Channels / 7.2:
Channel Independent MC Coded OFDM System for ISI Channels / 7.3:
A Special MC / 7.3.1:
An Example / 7.3.2:
Performance Analysis of MC Coded OFDM Systems for ISI Channels / 7.3.3:
Vector OFDM Systems / 7.3.4:
Channel Independent MC Coded OFDM System for Frequency-Selective Fading Channels / 7.3.5:
Polynomial Ambiguity Resistant Modulated Codes for Blind ISI Mitigation / 7.4.1:
PARMC: Definitions / 8.1:
Basic Properties and a Family of PARMC / 8.2:
Applications in Blind Identification / 8.3:
Blind Identifiability / 8.3.1:
An Algebraic Blind Identification Algorithm / 8.3.2:
Applications in Communication Systems / 8.4:
Applications in Single-Receiver, Baud-Rate Sampled Systems / 8.4.1:
Applications in Undersampled Antenna Array Receiver Systems / 8.4.2:
Numerical Examples / 8.5:
Single Antenna Receiver with Baud Sampling Rate / 8.5.1:
Undersampled Antenna Array Receivers / 8.5.2:
Characterization and Construction of Polynomial Ambiguity Resistant Modulated Codes / 9:
PAR-Equivalence and Canonical Forms for Irreducible Polynomial Matrices / 9.1:
(Strong) rth PARMC with N ] K / 9.2:
(Strong) rth PARMC with N = K + 1 / 9.3:
An Optimal Polynomial Ambiguity Resistant Modulated Code Design / 10:
A Criterion for PARMC Design / 10.1:
Optimal Systematic PARMC / 10.2:
Conclusions and Some Open Problems / 10.3:
Some Fundamentals on Multirate Filterbank Theory / A:
Some Basic Building Blocks / A.1:
Decimator and Expander / A.1.1:
Noble Identities / A.1.2:
Polyphase Representations / A.1.3:
M-Channel Multirate Filterbanks / A.2:
Maximally Decimated Multirate Filterbanks: Perfect Reconstruction and Aliasing Component Matrix / A.2.1:
Maximally Decimated Multirate Filterbanks: Perfect Reconstruction and Polyphase Matrix / A.2.2:
Perfect Reconstruction FIR Multirate Filterbank Factorization and Construction / A.3:
Factorization of FIR Polyphase Matrices with FIR Inverses / A.3.1:
Factorization of Paraunitary FIR Matrix Polynomials / A.3.2:
Perfect Reconstruction Multirate Filterbank Design / A.3.3:
DFT and Cosine Modulated Filterbanks / A.4:
DFT Filterbanks / A.4.1:
Cosine Modulated Filterbanks / A.4.2:
Bibliography
Index
Series Introduction / K. J. Ray Liu
Preface
Introduction / 1:
5.

図書

図書
edited by Daniel P. Palomar and Yonina C. Eldar
出版情報: Cambridge ; Tokyo : Cambridge University Press, 2010  xiv, 498 p. ; 26 cm
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Automatic code generation for real-time convex optimization / J. Mattingley ; S. Boyd1:
Gradient-based algorithms with applications to signal recovery problems / A. Beck ; M. Teboulle2:
Graphical models of autoregressive processes / J. Songsiri ; J. Dahl ; L. Vandenberghe3:
SDP relaxation of homogeneous quadratic optimization / Z. Q. Luo ; T. H. Chang4:
Probabilistic analysis of SDR detectors for MIMO systems / A. Man-Cho So ; Y. Ye5:
Semidefinite programming, matrix decomposition, and radar code design / Y. Huang ; A. De Maio ; S. Zhang6:
Convex analysis for non-negative blind source separation with application in imaging / W. K. Ma ; T. H. Chan ; C. Y. Chi ; Y. Wang7:
Optimization techniques in modern sampling theory / T. Michaeli ; Y. C. Eldar8:
Robust broadband adaptive beamforming using convex optimization / M. RÃ1/4bsamen ; A. El-Keyi ; A. B. Gershman ; T. Kirubarajan9:
Cooperative distributed multi-agent optimization / A. NenadiÄç ; A. Ozdaglar10:
Competitive optimization of cognitive radio MIMO systems via game theory / G. Scutari ; D. P. Palomar ; S. Barbarossa11:
Nash equilibria: the variational approach / F. Facchinei ; J. S. Pang12:
Automatic code generation for real-time convex optimization / J. Mattingley ; S. Boyd1:
Gradient-based algorithms with applications to signal recovery problems / A. Beck ; M. Teboulle2:
Graphical models of autoregressive processes / J. Songsiri ; J. Dahl ; L. Vandenberghe3:
6.

図書

図書
Arthur E. Frazho, Wisuwat Bhosri
出版情報: Basel : Birkhäuser, c2010  xi, 429 p. ; 24 cm
シリーズ名: Operator theory : advances and applications ; v. 204
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7.

図書

図書
edited by Daniel N. Rockmore, Dennis M. Healy, Jr
出版情報: Cambridge : Cambridge University Press, c2004  xi, 340 p. ; 25 cm
シリーズ名: Mathematical Sciences Research Institute publications ; 46
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8.

図書

図書
John G. Proakis, editor
出版情報: Hoboken : Wiley-Interscience, c2003  5 v. (xii, 3074 p.) ; 29 cm
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9.

図書

図書
Arnon Cohen
出版情報: Boca Raton, Fla. : CRC Press, c1986  195 p. ; 27 cm
シリーズ名: Biomedical signal processing / Arnon Cohen ; v. 2
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図書

図書
Arnon Cohen
出版情報: Boca Raton, Fla. : CRC Press, c1986  167 p. ; 27 cm
シリーズ名: Biomedical signal processing / Arnon Cohen ; v. 1
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