The SVD and reduced rank signal processing

Estimating the Jacobian of the Singular Value Decomposition: Theory and Applications

ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I

Method of recurrent best estimators of second degree for optimal filtering of random signals

Signal Processing

Constructing fixed rank optimal estimators with method of best recurrent approximations

Journal of Multivariate Analysis

Singular value decomposition of quaternion matrices: a new tool for vector-sensor signal processing

Signal Processing

Random matrix theory and wireless communications

Communications and Information Theory

Towards theory of generic Principal Component Analysis

Journal of Multivariate Analysis

Study of microarray time series data based on Forward-Backward Linear Prediction and Singular Value Decomposition

International Journal of Data Mining and Bioinformatics

Stochastic MV-PURE estimator: robust reduced-rank estimator for stochastic linear model

IEEE Transactions on Signal Processing

Adaptive reduced-rank processing based on joint and iterative interpolation, decimation, and filtering

IEEE Transactions on Signal Processing

Robust reduced-rank adaptive algorithm based on parallel subgradient projection and Krylov subspace

IEEE Transactions on Signal Processing

Reduced-rank shift-invariant technique and its application for synchronization and channel identification in UWB systems

EURASIP Journal on Wireless Communications and Networking

Data compression using SVD and Fisher information for radar emitter location

Signal Processing

Data compression under constraints of causality and variable finite memory

Signal Processing

Set-membership reduced-rank algorithms based on joint iterative optimization of adaptive filters

Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers

Recursive implementation of the distributed Karhunen-Loève transform

IEEE Transactions on Signal Processing

Bilinear kernel reduced rank regression for facial expression synthesis

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II

A new Toeplitz approximation method for linear prediction matrices

ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: digital speech processing - Volume III

Time domain signal enhancement based on an optimized singular vector denoising algorithm

Digital Signal Processing

Reduced Rank Technique for Joint Channel Estimation and Joint Data Detection in TD-SCDMA Systems

Wireless Personal Communications: An International Journal

Review: Recent progress on variable projection methods for structured low-rank approximation

Signal Processing