NDLI: Regularized Local Discrimimant Embedding

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2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2013 IEEE International Conference on Acoustics, Speech and Signal Processing

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2010 IEEE International Conference on Acoustics, Speech and Signal Processing

2009 IEEE International Conference on Acoustics, Speech and Signal Processing

2008 IEEE International Conference on Acoustics, Speech and Signal Processing

2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07

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Volume 5 - 2006

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Volume 3 - 2006

2006 IEEE International Conference on Acoustics, Speech, and Signal Processing

IEEE Signal Processing Society 2006 Board of Governors

ICASSP 2006 Conference Committee

Technical Program Committee

General Chair's Welcome

Future ICASSP Conferences

Table of contents

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach

On Total-Variance Reduction Via Thresholding-Based Spectral Analysis

The Bayesian ABEL Bound on the Mean Square Error

Unsupervised Signal Restoration in Partially Observed Markov Chains

Mobile Robot Localization Using Improved SIR Filters and Parametric Models of the Environment

A Modified Rao-Blackwellised Particle Filter

Tracking a Frequency Hopped Signal Using Particle Filtering

Particle Filters for Infinite (or Large) Dimensional State Spaces- Part 1

Particle Filters for Infinite (or Large) Dimensional State Spaces-Part 2

Reduced Sigma Point Filtering for Partially Linear Models

Adaptive-Gain Tracking Filters Based on Minimization of the Innovation Variance

Hrhatrac Algorithm for Spectral Line Tracking of Musical Signals

A Perceptual Approach to Reduce Musical Noise Phenomenon with Wiener Denoising Technique

The Effect of Memory Inclusion on Mutual Information Between Speech Frequency Bands

Sparse Regression with Structured Priors: Application to Audio Denoising

Restoration of Speech Signals Contaminated by Stationary Tones Using an Image Perspective

Generalized Optimal Multi-Microphone Speech Enhancement Using Sequential Minimum Variance Distortionless Response(MVDR) Beamforming and Postfiltering

Polynomial Time and Stack Decoding Solutions to Bounded Error Subset Selection

Frequency Estimation Using Tapered Data

A Novel Iterative Approach for Complex Single-Tone Frequency Estimation

Cramer-Rao Lower Bound for Harmonic and Subharmonic Estimation

Model Order Selection Rule for Estimating the Parameters of 2-D Sinusoids in Colored Noise

Instantaneous Frequency Rate Estimation Based On the Robust Cubic Phase Function

A Robust Variable Step Size Algorithm for Lms Adaptive Filters

Modeling Finite Precision Lms Behavior Using Markov Chains

Statistical Analysis of the Lms Algorithm Applied to Super-Resolution Video Reconstruction

On Convergence of Proportionate-Type Nlms Adaptive Algorithms

Parallel Nlms Filters with Stochastic Active Taps and Step-Sizes for Sparse System Identification

Double Direction Adaptation for Noise Reduction in Pre-Whitened Lms-Type Algorithms

Alternating Least Squares Identification of Under-Determined Mixtures Based on the Characteristic Function

Simo Blind System Identification and Order Determination

Genericity And Rank Deficiency Of High Order Symmetric Tensors

Quadratic System Identification By Hereditary Approach

Parafac Based Blind Estimation Of Mimo Systemswith Possibly More Inputs Than Outputs

The Variational Bayes Approximation In Bayesian Filtering

Frequency Estimation From A Particular Almost Periodic Function With Application To Laser Vibrometry Signals

Doppler Signal Detection And Particle Time Of Flight Estimation Using Wavelet Transform For Acoustic Velocity Measurement

Time-Frequency Distribution Moments of Heart Rate Variability for Neonatal Seizure Detection

Enhanced Modulation Spectrum Using Space-Time Averaging For In-Building Acoustic Signature Identification

S-Transform Time-Frequency Feature Extraction Of Laser Doppler Flowmetry Signal Using Svd Decomposition

Fast Gabor Transformation For Processing High Quality Audio

High Resolution – High Focused Squint-Mode Radar Imaging Using the Fractional Chirp Scaling Algorithm

Estimation of Fm Parameters Using a Time-Frequency Hough Transform

Analysis of Time-Frequency Transient Components Using Phase Chirping Operator

Sar Images Improvements by Using The S-Method

Computationally Efficient Time-Varying Isar Imaging

Target Detection in Abruptly Non-Stationary Doppler-Spread Clutter

Subband Affine Projection Algorithm Using Variable Step Size

Analysis of a Multichannel Filtered-x Set-Membership Affine Projection Algorithm

Optimum Variable Explicit Regularized Affine Projection Algorithm

Affine Projection Algorithms with Adaptive Regularization Matrix

Affine Projection Algorithm with Selective Regressors

Piecewise-Linear Expansions for Nonlinear Active Noise Control

Least Squares Design of Orthonormal Wavelets via the Zero-Pinning Technique

Construction of Tight Filter Bank Frames

Symmetric Orthogonal Complex-Valued Filter Bank Design by Semidefinite Programming

Design of CIC Filters for Software Radio System

Noise Reduction Design of Perfect Reconstruction Oversampled Filter Banks

On Parameterizations of First-Order Unimodular Filter Banks

On Simulations About the Precision of Non Uniform Hybrid Filter Bank Analog/Digital Converters

Two-Dimensional Wiener Filters for Error Resilient Time Domain Lapped Transform

Theory and Design of Two-Channel Complex Linear-Phase Pseudo-Orthogonal Filterbanks

A New Estimator for Image Denoising Using a 2D Dual-Tree M-Band Wavelet Decomposition

Direct Design of Near Perfect Reconstruction Linear Phase Nonuniform Filter Banks with Rational Sampling Factors

A New Framework for Distributed Video Coding Based on JPEG 2000

Adaptive Radar Detection of Distributed Targets in Partially-Homogeneous Noise Plus Subspace Interference

Robust Adaptive Matched Subspace Cfar Detector for Gaussian Signals

Maximum-Likelihood Parameter Estimation for Current-Based Mechanical Fault Detection in Induction Motors

GLRT-Based Direction Detectors in Noise and Subspace Interference

ε-Optimal Anomaly Detection in Parametric Tomography

Approaching Near Optimal Detection Performance via Stochastic Resonance

Threshold Selection for Unsupervised Detection, With an Application to Microphone Arrays

Upper and Lower Bounds for the Threshold of the FFT Filter Bank-Based Summation CFAR Detector

Detection Of a Random Walk Signal in the Regime of Low Signal to Noise Ratio and Long Observation Time

A True Spatiotemporal Approach for Activation Detection in Functional MRI

On the Competitive Neyman-Pearson Approach for Composite Hypothesis Testing and its Application in Voice Activity Detection

Sparse Signal Detection from Incoherent Projections

Linear Regression with a Sparse Parameter Vector

Improvement of Orthogonal Matching Pursuit Strategies by Backward and Forward Movements

Profile Context-Sensitive HMMs for Probabilistic Modeling of Sequences With Complex Correlations

Multidimensional Complex Number Parametric Model Order and Parameters Estimation

Minimum-Variance Pseudo-Unbiased Low-Rank Estimator for Ill-Conditioned Inverse Problems

Particle Filter as A Controlled Markov Chain For On-Line Parameter Estimation in General State Space Models

A Robust Interpolation Algorithm for Spectral Estimation

Recovery Conditions of Sparse Representations in the Presence of Noise.

A Maximum Entropy Approach to Ultra-Wideband Channel Modeling

On Sampling Methods for Linear Scale-Invariant Systems

Discrete Time-Frequency Models of Generalized Dispersive Systems

A New Tvar Modeling in Cascaded Form for Nonstationary Signals

Sampling Theorem Associated With the Discrete Cosine Transform

Sensitivity of Hybrid Filter Banks A/D Converters to Analog Realization Errors and Finite Word Length

Sampled Signal Reconstruction Via $H^{2}Optimization$

Optimisation of the Maximum Likelihood Method Using Bias Minimisation

Enumeration and Parametrization of Distinct Downsampling Patterns in Two-Dimensional Multirate Systems

Perfect Reconstruction Schemes for Sampling Piecewise Sinusoidal Signals

A Level-Crossing Sampling Scheme for Non-Bandlimited Signals

Periodic Non Uniform Sampling of Non Bandlimited Signals

Multi-Resolution Reconstruction of Irregularly Sampled Signals with Compactly Supported Radial Basis Functions

Equalizing Sampling Rate Converter for Storage Systems

Quantization and Sampling of Not Necessarily Band-Limited Signals

Signal Sampling and Recovery Under Long-Range Dependent Noise with Application to Lack-of-Fit Tests

An Algorithm for Parameter Estimation of Multicomponent Chirp Signals

Double Preconditioning for the Gabor Frame Operator

An Extension of the Class Of Unitary Time–Warping Projectors To Discrete–Time Sequences

The Multiple-Parameter Discrete Fractional Fourier Transform and Its Application

Efficient Algorithm for Modified Local Polynomial Time Frequency Transform

Jensen-Rényi Divergence for Source Separation on the Time-Frequency Plane

Fractional Fourier Transforms and Wigner Distribution Functions for Stationary and Non-Stationary Random Process

Multiple Window Decomposition of Time-Frequency Kernels Using A Penalty Function for Suppressed Sidelobes

On the Probability Distributions of Spectrogram Coefficients for Correlated Gaussian Process

Time-Frequency Representations Matched To Guided Waves

on the Influence of Sampling on the Empirical Mode Decomposition

Short Time Fourier Transform Probability Distribution for Time-Frequency Segmentation

Asymptotic Stationarity of Markov-Switching Time-Frequency Garch Processes

Matching Pursuit Decompositions of Non-Noisy Speech Signals Using Several Dictionaries

Sources Separation of Instantaneous Mixtures Using a Linear Time-Frequency Representation and Vectors Clustering

Testing for Stationarity in the Frequency Domain Using a Sphericity Statistic

Non-Linear Weighting Function for Non-Stationary Signal Denoising

a Family of Random Waveform Models for Audio Coding

Optimal Selection of Time-Frequency Representations for Signal Classification: a Kernel-Target Alignment Approach

Parameter Optimization Methods for the EDS Model

Estimation of Instantaneous Frequency and Instantaneous Bandwidth via Adaptive Signal Decomposition

Principal Component Analysis of the Fractional Brownian Motion for 0 < H < 0.5

Least-Squares and Maximum-Likelihood Tfar Parameter Estimation for Nonstationary Processes

Mptk: Matching Pursuit Made Tractable

Estimation of the Coherence Function with the MVDR Approach

Automatic Smoothing of Periodograms

A Joint Estimation Algorithm for Multiple Sinusoidal Frequencies

Design of 2-D Fir Filters Using Positive Trigonometric Polynomials

Spectral Analysis of Irregularly Sampled Data Using a Bernoulli-Gaussian Model with Free Frequencies

A New Approach to Order Selection and Parametric Spectrum Estimation

A Statistical Analysis of the Detection Limits in Fast Photometry

Efficient Kalman Smoothing for Harmonic State-Space Models

A Homotopy Approach for Multirate Spectrum Estimation

Three-Way Arrays for Harmonic Retrieval: the Colored Noise Case

Generalized Spectral Theory for ΣΔ Quantization with Constant Inputs

Study of the Effect of Interleavers on the Power Spectral Density Application to the Matrix Interleaver

Simultaneous Tracking of the Best Basis in Reduced-Rank Wiener Filter

Yast Algorithm for Minor Subspace Tracking

Subspace Tracking in Colored Noise Based on Oblique Projection

Principal and Minor Subspace Tracking: Algorithms & Stability Analysis

Coefficient Symmetry for Implementing Odd-Order Lagrange-Type Variable Fractional-Delay Filters

Convex-Optimization-Based Enforcement of Robust BIBO Stability on the AIC Scheme Using a Modified RLS Algorithm

Solution to the Weight Extraction Problem in Fast QR-Decomposition RLS Algorithms

On Sequential On-Line Outlier Detection and a Linescan Application

An Extended ε-Perturbation Method to the Problem of Semi-Infinite Quadratic Programming in Constrained FIR Filter Design

Distributed Adaptive Incremental Strategies: Formulation and Performance Analysis

An Extended Dual Parameterization Method to Constrained Least Square Laguerre Filter Design

Energy Spectrum Reconstruction for HPGe Detectors Using Analytical Pile-Up Correction

Kernel Wiener Filter with Distance Constraint

Theoretical Foundations of Second-Order-Statistics-Based Blind Source Separation for Non-Stationary Sources

Signal Reconstruction From Multiple Unregistered Sets Of Samples Using Groebner Bases

Obtaining the Best Linear Unbiased Estimator of Noisy Signals by Non-Gaussian Component Analysis

Design of Oversampling ΔΣ DA Converters Via $H^{∞}Optimization$

Sparse Blind Deconvolution Accounting for Time-Shift Ambiguity

Design of Local Filters for the Deconvolution of Electron Energy Loss Spectrum

Sparse Approximation Via Iterative Thresholding

The PEP Approach: A New Family of Methods Solving the Phase Estimation Problem

A State Space Approach to the Inverse of LPTV Filters

Solution of l1Minimization Problems by LARS/Homotopy Methods

Maximum Likelihood Parameter Estimation for Latent Variable Models Using Sequential Monte Carlo

Ffects of Coordinate Shifts on Tls Estimation Bias in Bearings-Only Target Localization Problems

Estimating the Standard Deviation of Some Additive White Gaussian Noise on the Basis of Non Signal-Free Observations

Minimax Quantization for Distributed Maximum Likelihood Estimation

Estimating the Parameters of the Multivariate Poisson Distribution Using the Composite Likelihood Concept

Noise Parameter Estimation in the Presence of Random Timing Errors

Recursive Em Algorithm with Applications to Doa Estimation

Estimation of Minimum Measure Sets in Reproducing Kernel Hilbert Spaces and Applications.

Single-Stage Waveform Selection for Adaptive Resource Constrained State Estimation

Low-Rank Variance Estimation in Large-Scale Gmrf Models

On Maximum Likelihood Estimation in the Presence of Vanishing Information Measure

Parameter Estimation for Multivariate Mixed Poisson Distributions

Thresholding Distance Plots Using True Recurrence Points

On the Roots of the 3×3 Median Filter

Symbolic Computations in Volterra System Identification

Companding Digital Signal Processors

Newton Method for Riemannian Centroid Computation in Naturally Reductive Homogeneous Spaces

Mutual Information Between Random Processes from High Dimensional Data

Identification of Quadratic Non Linear Systems Using Higher Order Statistics and Fuzzy Models

Networks of the Pooling Type and Optimal Quantization

A Closed Form Solution for a Nonlinear Wiener Filter

Maneuvering Target Tracking Using the Nonlinear Non-Gaussian Kalman Filter

Noise Analysis of Modulated Quantizer based on Oversampled Signals

Echo Cancellation - A Likelihood Ration Test for Double-Talk vs. Channel Change

Robust Rls with Round Robin Regularization Including Application to Stereo Acoustic Echo Cancellation

A Method for Unbiased Identification of the Feedback Path in Hearing Aids

Noise Cancellation using Two Closely Spaced Microphones: Experimental Study witha Specific Model and Two Adaptive Algorithms

Room Impulse Response Estimation using Sparse Online Prediction and Absolute Loss

Computationally Efficient Norm-Constrained Adaptive Blind Deconvolution using Third-Order Moments

Improved Blind Equalization via Adaptive Combination of Constant Modulus Algorithms

Stochastic Model for the NLMS Algorithm with Correlated Gaussian Data

Stochastic Model for the Generalized Subband Decomposition εNLMS Algorithm with Gaussian Data

Steady-State Performance of Constrained Normalized Adaptive Filters for CDMA Systems

Performance Assessment of a Computationally Efficient MMSE Receiver for Asynchronous MC-CDMA Systems over Multipath Fading Channels

Low Complexity Blind Constrained Data-Reusing Algorithms Based on Minimum Variance and Constant Modulus Criteria

Regularized Local Discrimimant Embedding

Multilabel Classification Rule with Performance Constraints

Pitch Based Sound Classification

Comparison of Two Unsupervised Methods of Classification for Segmenting Multi-Spectral Images

A Statistical Test for Impropriety of Complex Random Signals

An Info-Gap Approach to Linear Regression

Incremental Updating of Nearest Neighbor-Based High-Dimensional Entropy Estimation

A Direct Method to Generate Approximations of the Barankin Bound

Bootstrap for Multifractal Analysis

Detecting Encrypted Interactive Stepping-Stone Connections

Compressed Sensing Vs. Active Learning

A Minimum Co-User Interference Approach for Multi-User MIMO Downlink Precoding

Interpolation of Signals with Missing Data Using PCA

Approximating Representation Coefficients From Non Ideal Samples

A New One-Step Band-Limited Extrapolation Procedure Using Empirical Orthogonal Functions

Spatially Interpolated Beamforming Using Discrete Prolate Spheroidal Sequences

Speech Bandwidth Extension: Extrapolations of Spectral Envelop and Harmonicity Quality of Excitation

Compensation of Coefficient Erasures in Frame Representations

HöLderian Regularity-Based Image Interpolation

Improving the Stability of the DFT Error Recovery Codes by Using the Vandermonde Fast Decoding Algorithm

Optimal Interpolation of Fractional Brownian Motion Given Its Noisy Samples

Interpolated Allpass Fractional-Delay Filters Using Root Displacement

Row-Action Methods for Compressed Sensing

Random Filters for Compressive Sampling and Reconstruction

Algebraic Derivation of General Radix Cooley-Tukey Algorithms for the Real Discrete Fourier Transform

Adaptive Multilinear SVD for Structured Tensors

The Design of Optimal L1Linear Phase FIR Digital Filters

Simple Element Inverse DCT/DFT Hybrid Architecture Algorithm

Modeling and Analysis of Windowed Synchronous Algorithms

A Space-Variant Sensor Structure for Complex Target Detection and Tracking

Architecture Design of Low Power Integer Motion Estimation for H. 264/AVC

A Parallel Processing Hardware Architecture for Elliptic Curve Cryptosystems

An Energy Efficient Sub-Threshold Baseband Processor Architecture for Pulsed Ultra-Wideband Communications

Probabilistic List Sphere Decoding for LDPC-Coded MIMO-OFDM Systems

Aggregated Circulant Matrix Based LDPC Codes

Distributed Architecture and Interconnection Scheme for Multiple Model Particle Filters

Line Buffer Wordlength Analysis for Line-Based 2-D DWT

Optimization and Implementation on Fpga of the DCT/IDCT Algorithm

Low Complexity Architecture Design of H.264 Predictive Pixel Compensator for HDTV Application

Structurally Orthogonal Finite Precision Implementation of the Eight Point DCT

Efficient VLSI Architecture of Lifting-Based Wavelet Packet Transform for Audio and Speech Applications

Area-Efficient NEDA Architecture for The 1-D DCT/IDCT

Matrix Factorization for Fast DCT Algorithms

Near-Optimal Low-Cost Distortion Estimation Technique for JPEG2000 Encoder

Low Power Cordic IP Core Implementation

Architecture for Hierarchical Block Motion Estimation Using Variable Block Sizes

Analysis and Architecture Design for Memory Efficient Parallel Embedded Block Coding Architecture in JPEG 2000

Design of FRM digital filters over the CSD multiplier coefficient space employing genetic algorithms

A High-Speed Fully-Programmable VLSI Decoder for Regular LDPC Codes

Human IRIS Identification Via Low-Complexity Circular Periodicity Transform

FFTSS: A High Performance Fast Fourier Transform Library

QR-RLS Based Minimum Variance Distortionless Responses Beamformer

New Designs of MAXFLAT FIR Halfband Low/High Pass Digital Filters with Narrow Transition Bands

Hardware Operator for Simultaneous Sine and Cosine Evaluation

Implementation Issues of a List Sphere Decoder

Slide: Streaming and Load-Adaptive Periodicity Estimation

Fast Analysis/Synthesis of Harmonic Signals

One Dimensional Cyclic Convolution Algorithms with Minimal Multiplicative Complexity

An Fpga Based Coprocessor for Cancer Classification Using Nearest Neighbour Classifier

Study of Early Stopping Criteria for Turbo Decoding and Their Applications in WCDMA Systems

Custom-Made Design of a Digital PID Control System

Architecture and Performance Analysis of Lossless FFT in OFDM Systems

Design of Application Specific Processors for the Cached FFT Algorithm

Image Resolution Scaling with Arbitrary Unequal Ratios in each Direction in the DCT Domain

Efficient CORDIC Designs for Multi-Mode OFDM FFT

Single Cycle Nonlinear VLSI Cell for the ICA Algorithm

Design and Implementation of Speech Recognition on a Softcore Based Fpga

Spiral: Joint Runtime and Energy Optimization of Linear Transforms

Mapping Multimedia Applications Onto Configurable Hardware With Parameterized Cyclo-Static Dataflow Graphs

Unsupervised Training on Large Amounts of Broadcast News Data

Hmm-Based and Svm-Based Recognition of the Speech of Talkers With Spastic Dysarthria

Noise Power Spectrum Estimation for Speech Enhancement Using an Autoregressive Model for Speech Power Spectrum Dynamics

Mmse Speech Spectral Amplitude Estimators With Chi and Gamma Speech Priors

A Novel Approach to Calculation of Line Spectral Frequencies Based on Inter-Frame Ordering Property

Variable Frame Size for Vector Quantization

Alternative Constraint Strategies to the Esmi Algorithm in Radar Systems

Signal Detection in Clutter Using Maximum Entropy Pdf Estimation Based on Fractional Moments

Secure Sound Classification: Gaussian Mixture Models

Efficient Wideband Spreading Function Estimation Using Arbitrary Shaped LFM Signals via Hermite Decompositions

Performance Analysis of 1D Scattering Center Extraction From Wideband Radar Measurements

An Echo-Hiding Watermarking Technique Based on Bilateral Symmetric Time Spread Kernel

Radar Signal Classification Using Pca-Based Features

Optimal Threshold Policies for Hard-Kill of Enemy Radars With High Speed Anti-Radiation Missiles (HARMS)

Equalization of a Time-Varying Channel in the Presence of Doppler Rate

Chemical Source Localization in Unknown Turbulence Using the Cross-Correlation Method

Real-Time Collaborative Monitoring in Wireless Sensor Networks

A Filtering Approach to Underdetermined Blind Source Separation With Application to Temporomandibular Disorders

A New Specification to Gene Signals Sensors by Neural Self Organizing Feature Map (SOFM)

An Integrated 3D Face-Expression Recognition Approach

Qeeg-Based Classification With Wavelet Packet and Microstate Features for Triage Applications in the ER

Evaluation of Features and Normalization Techniques for Signature Verification Using Dynamic Timewarping

Keystroke Identification Based on Gaussian Mixture Models

Compression of Surface Emg Signalswith Algebraic Code Excited Linear Prediction

Analysis and Design of Voltage Regulator with Improved Light Load Efficiency

An Ultra-Low Power Subband-Based Electronic Stethoscope

Ultrasonic Signal Processing For Archaeological Ceramic Restoration

Railway Infrastructure System Diagnosis Using Empirical Mode Decomposition and Hilbert Transform

Signal Processing Algorithms For Dsp Implementation of Analog TV Receivers

Dynamic Optimization Algorithm For Generating Inverse Printer Map With Reduced Measurements

Audio Transcoding Algorithm For Mobile Multimedia Application

Image Pre-Processing for Bar Code Detection in Mobile Devices

A New Method for Creating a Depth Map for Camera Auto Focus Using an All in Focus Picture and 2D Scale Space Matching

Fast Auto-Focus Control Algorithm Using the VCM Hysteresis Compensation in the Mobile Phone Camera

A Video Processing Approach for Distance Estimation

A Stochastic Search Approach for UAV Trajectory Planning In Localization Problems

Gear Signal Separation by Exploiting the Spectral Diversity and Cyclostaionarity

Multi-Band Speech Enhancement for Functional MRI

Real-Time Non-Intrusive VoIP Evaluation Using Second Generation Network Processor

Performances of Low SNR DVB-RCS Modem Suing Test Frequency Algorithm

A Novel Approach to Bass Enhancement in Automobile Cabin

Volume 2 - 2006

Volume 1 - 2006

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.

2004 IEEE International Conference on Acoustics, Speech, and Signal Processing

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03).

2002 IEEE International Conference on Acoustics, Speech, and Signal Processing

2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221)

2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100)

1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258)

Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181)

1997 IEEE International Conference on Acoustics, Speech, and Signal Processing

1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings

1995 International Conference on Acoustics, Speech, and Signal Processing

Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing

1993 IEEE International Conference on Acoustics, Speech, and Signal Processing

[Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing

[Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing

International Conference on Acoustics, Speech, and Signal Processing

International Conference on Acoustics, Speech, and Signal Processing,

ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing

ICASSP '87. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '86. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '85. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '84. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '83. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '82. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '81. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '80. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '79. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '78. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '77. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '76. IEEE International Conference on Acoustics, Speech, and Signal Processing

Regularized Local Discrimimant Embedding

Content Provider	IEEE Xplore Digital Library
Author	Yanwei Pang Nenghai Yu
Copyright Year	2006
Description	Author affiliation: Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei (Yanwei Pang; Nenghai Yu)
Abstract	Recently, Chen et al. (CVPR 2005) proposed a new manifold embedding method, local discriminant embedding (LDE), which utilizes the neighbor and class relations of data to construct the embedding for classification. While having powerful classification ability, LDE suffers from small size sample problem, which leads to unstably numerical computation. To deal with this problem, we propose to a method of regularized LDE (RLDE) by imposing additional regularizing constraints on LDE. Experimental results show the effectiveness of the proposed method
Sponsorship	The Inst. of Electr. and Electron. Eng., Inc. Circuits and Syst. Soc. (IEEE CASS)
File Size	123089
File Format	PDF
ISBN	142440469X
ISSN	15206149
DOI	10.1109/ICASSP.2006.1660770
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-05-14
Publisher Place	France
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Linear discriminant analysis Principal component analysis Laplace equations Face recognition Feature extraction Data mining Scattering Matrix converters Eigenvalues and eigenfunctions Information science
Content Type	Text
Resource Type	Article

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