Simon J. Godsill

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Convergence results for tractable inference in α-stable stochastic processes.

[BibT_eX]

[DOI]

Tohid Ardeshiri

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Approximate simulation of linear continuous time models driven by asymmetric stable Lévy processes.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Efficient adaptive filtering in compressive domains for sparse systems and relation to transform-domain adaptive filtering.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Efficient bridging-based destination inference in object tracking.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Gaussian flow sigma point filter for nonlinear Gaussian state-space models.

[BibT_eX]

[DOI]

Henri Nurminen

Robert Piché

Proceedings of the 20th International Conference on Information Fusion, 2017

Modelling received signal strength from on-vehicle BLE beacons using skewed distributions: A preliminary study.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

Simulated convergence rates with application to an intractable α-stable inference problem.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Intelligent Finger Movement Controlled Interface for Automotive Environment.

[BibT_eX]

[DOI]

Pradipta Biswas

Samuel Twist

Proceedings of the HCI 2017, 2017

2016

Bayesian Learning of Degenerate Linear Gaussian State Space Models Using Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Multiband Image Fusion Based on Spectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Intent Inference for Hand Pointing Gesture-Based Interactions in Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Fundamental Frequency Estimation in Speech Signals With Variable Rate Particle Filters.

[BibT_eX]

[DOI]

Geliang Zhang

IEEE ACM Trans. Audio Speech Lang. Process., 2016

R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

A Correction Note for Price Dynamics in a Markovian Limit Order Market.

[BibT_eX]

[DOI]

SIAM J. Financial Math., 2016

Blocked Particle Gibbs Schemes for High Dimensional Interacting Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2016

Rao-Blackwellized Particle Smoothers for Conditionally Linear Gaussian Models.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2016

Bayesian Inference of Task-Based Functional Brain Connectivity Using Markov Chain Monte Carlo Methods.

[BibT_eX]

[DOI]

M. Faizan Ahmad

Deniz Vatansever

Emmanuel A. Stamatakis

IEEE J. Sel. Top. Signal Process., 2016

R-FUSE: Robust Fast Fusion of Multi-Band Images Based on Solving a Sylvester Equation.

[BibT_eX]

[DOI]

CoRR, 2016

Multi-Band Image Fusion Based on Spectral Unmixing.

[BibT_eX]

[DOI]

CoRR, 2016

A central limit theorem with application to inference in $\alpha$-stable regression models.

[BibT_eX]

[DOI]

Tohid Ardeshiri

Proceedings of the NIPS 2016 Time Series Workshop, 2016

Blind model-based fusion of multi-band and panchromatic images.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

An acoustic keystroke transient canceler for speech communication terminals using a semi-blind adaptive filter model.

[BibT_eX]

[DOI]

Herbert Buchner

Jan Skoglund

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A Metropolis-within-Gibbs sampler to infer task-based functional brain connectivity.

[BibT_eX]

[DOI]

Emmanuel A. Stamatakis

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Predictive Pointing from Automotive to Inclusive Design.

[BibT_eX]

[DOI]

Proceedings of the Universal Access in Human-Computer Interaction. Users and Context Diversity, 2016

High-resolution hyperspectral image fusion based on spectral unmixing.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

Rao-Blackwellised particle filter for star-convex extended target tracking models.

[BibT_eX]

[DOI]

Emre Özkan

Niklas Wahlstrom

Proceedings of the 19th International Conference on Information Fusion, 2016

Sparse structure inference for group and network tracking.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

Sequential sparse system estimation for linear systems with nonlinear observations.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

Annealed MCMC for Bayesian learning of linear Gaussian state space models with changepoints.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

You Do Not Have to Touch to Select: A Study on Predictive In-car Touchscreen with Mid-air Selection.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2016

2015

Fully Bayesian inference for α-stable distributions using a Poisson series representation.

[BibT_eX]

[DOI]

Digit. Signal Process., 2015

A Bayesian particle filtering method for brain source localisation.

[BibT_eX]

[DOI]

Xi Chen

Simo Särkkä

Digit. Signal Process., 2015

Bayesian parameter estimation of Jump-Langevin systems for trend following in finance.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Efficient filtering and sampling for a class of time-varying linear systems.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Detection and suppression of keyboard transient noise in audio streams with auxiliary keybed microphone.

[BibT_eX]

[DOI]

Herbert Buchner

Jan Skoglund

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Tracking changes in functional connectivity of brain networks from resting-state fMRI using particle filters.

[BibT_eX]

[DOI]

M. Faizan Ahmad

Deniz Vatansever

Emmanuel A. Stamatakis

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Destination inference using bridging distributions.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Intelligent Intent-Aware Touchscreen Systems Using Gesture Tracking with Endpoint Prediction.

[BibT_eX]

[DOI]

Proceedings of the Universal Access in Human-Computer Interaction. Access to Interaction, 2015

A Bayesian compressed sensing Kalman filter for direction of arrival estimation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

How can subsampling reduce complexity in sequential MCMC methods and deal with big data in target tracking?

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Touchscreen usability and input performance in vehicles under different road conditions: an evaluative study.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2015

Intelligent in-vehicle touchscreen aware of the user intent for reducing distractions: a pilot study.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Proceedings of the 7th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2015

2014

Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking.

[BibT_eX]

[DOI]

Digit. Signal Process., 2014

Filtering perturbed in-vehicle pointing gesture trajectories: Improving the reliability of intent inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Bayesian detection of single-trial event-related potentials.

[BibT_eX]

[DOI]

Maria Rosario Mestre

William J. Fitzgerald

Proceedings of the IEEE International Conference on Acoustics, 2014

A poisson series approach to Bayesian Monte Carlo inference for skewed alpha-stable distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Probabilistic Intentionality Prediction for Target Selection Based on Partial Cursor Tracks.

[BibT_eX]

[DOI]

Proceedings of the Universal Access in Human-Computer Interaction. Aging and Assistive Environments, 2014

Road-assisted multiple target tracking in clutter.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

Bayesian target prediction from partial finger tracks: Aiding interactive displays in vehicles.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

Interactive Displays in Vehicles: Improving Usability with a Pointing Gesture Tracker and Bayesian Intent Predictors.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Seattle, WA, USA, September 17, 2014

2013

Particle Smoothing Algorithms for Variable Rate Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Improved Particle Approximations to the Joint Smoothing Distribution Using Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Tracking pitch period using particle filters.

[BibT_eX]

[DOI]

Geliang Zhang

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Frequency domain multi-channel expectation maximization algorithm for audio background noise reduction.

[BibT_eX]

[DOI]

Jichi Deng

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Intent Recognition Using Neural Networks and Kalman Filters.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction and Knowledge Discovery in Complex, Unstructured, Big Data, 2013

Rao-Blackwellized particle smoothers for mixed linear/nonlinear state-space models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Multiple dipolar sources localization for MEG using Bayesian particle filtering.

[BibT_eX]

[DOI]

Xi Chen

Proceedings of the IEEE International Conference on Acoustics, 2013

User Target Intention Recognition from Cursor Position Using Kalman Filter.

[BibT_eX]

[DOI]

Gökçen Aslan Aydemir

Patrick M. Langdon

Proceedings of the Universal Access in Human-Computer Interaction. User and Context Diversity, 2013

Probabilistic initiation and termination for MEG multiple dipole localization using sequential Monte Carlo methods.

[BibT_eX]

[DOI]

Xi Chen

Simo Särkkä

Proceedings of the 16th International Conference on Information Fusion, 2013

Particle filtering with progressive Gaussian approximations to the optimal importance density.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Inferring Leadership from Group Dynamics Using Markov Chain Monte Carlo Methods.

[BibT_eX]

[DOI]

Proceedings of the Modeling, Simulation and Visual Analysis of Crowds, 2013

2012

Acoustic Source Localization and Tracking of a Time-Varying Number of Speakers.

[BibT_eX]

[DOI]

Maurice F. Fallon

IEEE Trans. Speech Audio Process., 2012

Forecasting High-Frequency Futures Returns Using Online Langevin Dynamics.

[BibT_eX]

[DOI]

Hugh L. Christensen

IEEE J. Sel. Top. Signal Process., 2012

The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking.

[BibT_eX]

[DOI]

Avishy Carmi

François Septier

Autom., 2012

Simultaneous localization and mapping for non-parametric potential field environments.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Sensor Data Fusion: Trends, Solutions, Applications, 2012

Linear gaussian computations for near-exact Bayesian Monte Carlo inference in skewed alpha-stable time series models.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Structure inference for networks with general non-parametric inter-object relationships.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

Dynamical models for tracking with the variable rate particle filter.

[BibT_eX]

[DOI]

Mads Græsbøll Christensen

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

Group Object Structure and State Estimation With Evolving Networks and Monte Carlo Methods.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Bayesian Interpolation and Parameter Estimation in a Dynamic Sinusoidal Model.

[BibT_eX]

[DOI]

Jesper Kjær Nielsen

Søren Holdt Jensen

IEEE Trans. Speech Audio Process., 2011

Detection and Tracking of Coordinated Groups.

[BibT_eX]

[DOI]

Sze Kim Pang

Jack Li

IEEE Trans. Aerosp. Electron. Syst., 2011

Multiple Pitch Estimation Using Non-Homogeneous Poisson Processes.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2011

Bayesian classification of acoustical waveforms under environmental variability.

[BibT_eX]

[DOI]

Jens E. N. Christensen

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

MCMC-based tracking and identification of leaders in groups.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Joint Bayesian removal of impulse and background noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Enhanced Poisson sum representation for alpha-stable processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Point process MCMC for sequential music transcription.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Reinforcement Learning and the Bayesian Control Rule.

[BibT_eX]

[DOI]

Pedro Alejandro Ortega

Daniel Alexander Braun

Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

2010

Generative Spectrogram Factorization Models for Polyphonic Piano Transcription.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2010

Acoustic Source Localization and Tracking Using Track Before Detect.

[BibT_eX]

[DOI]

Maurice F. Fallon

IEEE Trans. Speech Audio Process., 2010

The shifted inverse-gamma model for noise-floor estimation in archived audio recordings.

[BibT_eX]

[DOI]

Mads Græsbøll Christensen

Signal Process., 2010

Bayesian interpolation in a dynamic sinusoidal model with application to packet-loss concealment.

[BibT_eX]

[DOI]

Jesper Kjær Nielsen

Søren Holdt Jensen

Proceedings of the 18th European Signal Processing Conference, 2010

Transcription of Musical Audio Using Poisson Point Processes and Sequential MCMC.

[BibT_eX]

[DOI]

Proceedings of the Exploring Music Contents - 7th International Symposium, 2010

2009

A Nonreference Image Fusion Metric Based on the Regional Importance Measure.

[BibT_eX]

[DOI]

Nedeljko Cvejic

Tapio Seppänen

IEEE J. Sel. Top. Signal Process., 2009

Video Tracking Using Dual-Tree Wavelet Polar Matching and Rao-Blackwellised Particle Filter.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2009

Tracking of multiple contaminant clouds.

[BibT_eX]

[DOI]

François Septier

Avishy Carmi

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

Sparse Linear Regression With Structured Priors and Application to Denoising of Musical Audio.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2008

Bayesian hierarchical models and inference for musical audio processing.

[BibT_eX]

[DOI]

A. Taylan Cemgil

Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

Bayesian extensions to non-negative matrix factorisation for audio signal modelling.

[BibT_eX]

[DOI]

Tuomas Virtanen

Proceedings of the IEEE International Conference on Acoustics, 2008

Multi-channel bayesian background noise suppression using perceptual cost functions.

[BibT_eX]

[DOI]

Han Lin

Proceedings of the IEEE International Conference on Acoustics, 2008

Tracking ground based targets in aerial video with dual-tree wavelet polar matching and particle filtering.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Fusion, 2008

Ground target group structure and state estimation with particle filtering.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Fusion, 2008

2007

Bayesian Image Modeling of cDNA Microarray Spots.

[BibT_eX]

[DOI]

Gerard R. Ridgway

IEEE Signal Process. Lett., 2007

Models and Algorithms for Tracking of Maneuvering Objects Using Variable Rate Particle Filters.

[BibT_eX]

[DOI]

Proc. IEEE, 2007

An Overview of Existing Methods and Recent Advances in Sequential Monte Carlo.

[BibT_eX]

[DOI]

Olivier Cappé

Eric Moulines

Proc. IEEE, 2007

Variational and stochastic inference for Bayesian source separation.

[BibT_eX]

[DOI]

Digit. Signal Process., 2007

Multitarget Initiation, Tracking and Termination Using Bayesian Monte Carlo Methods.

[BibT_eX]

[DOI]

Comput. J., 2007

A Probabilistic Framework for Matching Music Representations.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Sequential Inference of Rhythmic Structure in Musical Audio.

[BibT_eX]

[DOI]

Nick Whiteley

A. Taylan Cemgil

Proceedings of the IEEE International Conference on Acoustics, 2007

Mobile Computing in Maintenance Activities: A 'Situational Induced Impairments and Disabilities' Perspective.

[BibT_eX]

[DOI]

Julie R. Jupp

Patrick Langdon

Proceedings of the Universal Access in Human Computer Interaction. Coping with Diversity, 2007

Ground target modelling, tracking and prediction with road networks.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information Fusion, 2007

Bayesian computational methods for sparse audio and music processing.

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

Bayesian Inference for 2D Gel Electrophoresis Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics Research and Development, First International Conference, 2007

2006

On-line Bayesian estimation of signals in symmetric α-stable noise.

[BibT_eX]

[DOI]

Marco J. Lombardi

IEEE Trans. Signal Process., 2006

A Bayesian Approach for Blind Separation of Sparse Sources.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2006

Sparse linear regression in unions of bases via Bayesian variable selection.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2006

Bayesian Modelling of Temporal Structure in Musical Audio.

[BibT_eX]

Nick Whiteley

Proceedings of the ISMIR 2006, 2006

Bayesian Inference for Continuous-Time Arma Models Driven by Non-Gaussian LÉVY Processes.

[BibT_eX]

[DOI]

Gary (Ligong) Yang

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Sparse Regression with Structured Priors: Application to Audio Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Blind Separation of Sparse Sources Using Jeffrey's Inverse Prior and the EM Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Bayesian inference for multidimensional NMR image reconstruction.

[BibT_eX]

[DOI]

Ji Won Yoon

Proceedings of the 14th European Signal Processing Conference, 2006

Efficient variable rate particle filters for tracking manoeuvring targets using an MRF-based motion model.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Interpolation of missing data values for audio signal restoration using a Gabor regression model.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Multitarget tracking using a new soft-gating approach and sequential Monte Carlo methods.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Tracking variable number of targets using sequential Monte Carlo methods.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

Probabilistic phase vocoder and its application to interpolation of missing values in audio signals.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

Blind separation of sparse sources using variational EM.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

2004

Editorial.

[BibT_eX]

[DOI]

Petar M. Djuric

EURASIP J. Adv. Signal Process., 2004

Bayesian estimation of simultaneous musical notes based on frequency domain modelling.

[BibT_eX]

[DOI]

Kunio Kashino

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Models and algorithms for tracking using trans-dimensional sequential Monte Carlo.

[BibT_eX]

[DOI]

Jaco Vermaak

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Bayesian Approach for Blind Separation of Underdetermined Mixtures of Sparse Sources.

[BibT_eX]

[DOI]

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Monte Carlo Bayesian filtering and smoothing for TVAR signals in symmetric α-stable noise.

[BibT_eX]

[DOI]

Marco J. Lombardi

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

Efficient Alternatives to the Ephraim and Malah Suppression Rule for Audio Signal Enhancement.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2003

Sequential Bayesian Kernel Regression.

[BibT_eX]

[DOI]

Jaco Vermaak

Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

A perceptually balanced loss function for short-time spectral amplitude estimation.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

MCMC for joint noise reduction and missing data treatment in degraded video.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2002

Monte Carlo smoothing with application to audio signal enhancement.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2002

Guest editorial special issue on monte carlo methods for statistical signal processing.

[BibT_eX]

[DOI]

Petar M. Djuric

IEEE Trans. Signal Process., 2002

Particle methods for Bayesian modeling and enhancement of speech signals.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2002

Marginal maximum a posteriori estimation using Markov chain Monte Carlo.

[BibT_eX]

[DOI]

Christian P. Robert

Stat. Comput., 2002

Bayesian Estimation of Time-Frequency Coefficients for Audio Signal Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Bayesian models for DNA sequencing.

[BibT_eX]

[DOI]

Nicholas M. Haan

Proceedings of the IEEE International Conference on Acoustics, 2002

Bayesian harmonic models for musical pitch estimation and analysis.

[BibT_eX]

[DOI]

Manuel Davy

Proceedings of the IEEE International Conference on Acoustics, 2002

Sequential Monte Carlo simulation of dynamical models with slowly varying parameters: Application to audio.

[BibT_eX]

[DOI]

William Fong

Proceedings of the IEEE International Conference on Acoustics, 2002

Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation.

[BibT_eX]

[DOI]

Manuel Davy

Proceedings of the IEEE International Conference on Acoustics, 2002

Sequential Monte Carlo simulation of dynamical models with slowly varying parameters: An extension.

[BibT_eX]

[DOI]

William Fong

Proceedings of the 11th European Signal Processing Conference, 2002

2001

MCMC methods for restoration of nonlinearly distorted autoregressive signals.

[BibT_eX]

[DOI]

Signal Process., 2001

Sequential methods for DNA sequencing.

[BibT_eX]

[DOI]

Nicholas M. Haan

Proceedings of the IEEE International Conference on Acoustics, 2001

Estimation of CAR processes observed in noise using Bayesian inference.

[BibT_eX]

[DOI]

Panagiotis Giannopoulos

Proceedings of the IEEE International Conference on Acoustics, 2001

Monte Carlo smoothing for non-linearly distorted signals.

[BibT_eX]

[DOI]

William Fong

Proceedings of the IEEE International Conference on Acoustics, 2001

Improvement Strategies for Monte Carlo Particle Filters.

[BibT_eX]

[DOI]

Tim Clapp

Proceedings of the Sequential Monte Carlo Methods in Practice, 2001

2000

On sequential Monte Carlo sampling methods for Bayesian filtering.

[BibT_eX]

[DOI]

Christophe Andrieu

Stat. Comput., 2000

Towards a perceptually optimal spectral amplitude estimator for audio signal enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

Modelling electropherogram data for DNA sequencing using variable dimension MCMC.

[BibT_eX]

[DOI]

Nicholas M. Haan

Proceedings of the IEEE International Conference on Acoustics, 2000

Inference in symmetric alpha-stable noise using MCMC and the slice sampler.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

Monte Carlo filtering and smoothing with application to time-varying spectral estimation.

[BibT_eX]

[DOI]

Mike West

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

MCMC methods for restoration of quantised time series.

[BibT_eX]

Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Marginal MAP estimation using Markov chain Monte Carlo.

[BibT_eX]

[DOI]

Christian P. Robert

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Bayesian separation and recovery of convolutively mixed autoregressive sources.

[BibT_eX]

[DOI]

Christophe Andrieu

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Fixed-lag blind equalization and sequence estimation in digital communications systems using sequential importance sampling.

[BibT_eX]

[DOI]

Tim Clapp

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Statistical reconstruction and analysis of autoregressive signals in impulsive noise using the Gibbs sampler.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 1998

A reversible jump sampler for autoregressive time series.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Detection and estimation of signals by reversible jump Markov chain Monte Carlo computations.

[BibT_eX]

[DOI]

Petar M. Djuric

William J. Fitzgerald

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Multidimensional optimisation of harmonic signals.

[BibT_eX]

[DOI]

Paul J. Walmsley

Proceedings of the 9th European Signal Processing Conference, 1998

On a new stochastic version of the EM algorithm.

[BibT_eX]

[DOI]

Colin Campbell

Proceedings of the 9th European Signal Processing Conference, 1998

1997

Joint Detection, Interpolation, Motion and Parameter Estimation forImage Sequences with Missing Data.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Joint Detection, Interpolation, Motion and Parameter Estimation for Image Sequences with Missing Data.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Bayesian model selection for time series using Markov chain Monte Carlo.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Robust modelling of noisy ARMA signals.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Robust noise reduction for speech and audio signals.

[BibT_eX]

[DOI]

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Multi-channel signal separation.

[BibT_eX]

[DOI]

Dominic C. B. Chan

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Joint interpolation, motion and parameter estimation for image sequences with missing data.

[BibT_eX]

[DOI]

Proceedings of the 8th European Signal Processing Conference, 1996

A System for Reconstruction of Missing Data in Image Sequences Using Sampled 3D AR Models and MRF Motion Priors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 1996

1995

A Bayesian approach to the restoration of degraded audio signals.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 1995

1994

A two-channel approach to the removal of impulsive noise from archived recordings.

[BibT_eX]

[DOI]

Christopher M. Hicks

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Recursive restoration of pitch variation defects in musical recordings.

[BibT_eX]

[DOI]

Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993

Frequency-based interpolation of sampled signals with applications in audio restoration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1993

1992

A Bayesian approach to the detection and correction of error bursts in audio signals.

[BibT_eX]

[DOI]