James D. B. Nelson

40 papers B 6C 3Misc 1Journal 18Unranked 12
YearRankTypeTitle / Venue / Authors
2018 J jnl
The locally stationary dual-tree complex wavelet model.
Stat. Comput.
James D. B. Nelson, Alexander J. Gibberd, Corina Nafornita, Nick G. Kingsbury
2017 J jnl
Toward a Sparse Bayesian Markov Random Field Approach to Hyperspectral Unmixing and Classification.
IEEE Trans. Image Process.
Peng Chen, James D. B. Nelson, Jean-Yves Tourneret
2016 B conf
Introducing the locally stationary dual-tree complex wavelet model.
ICIP
James D. B. Nelson, Alexander J. Gibberd
2016 B conf
M-Estimate robust PCA for Seismic Noise Attenuation.
ICIP
Hojjat Akhondi Asl, James D. B. Nelson
2016 — conf
Multi-scale sparse coding with anomaly detection and classification.
SSP
Hojjat Akhondi Asl, James D. B. Nelson
2016 — conf
Performance analysis of SAR image denoising using scaling exponent estimator.
COMM
Corina Nafornita, James D. B. Nelson, Alexandru Isar
2016 — conf
Regularised estimation of 2D-locally stationary wavelet processes.
SSP
Alexander J. Gibberd, James D. B. Nelson
2016 B conf
Scattering convolutional hidden Markov trees.
ICIP
J.-B. Regli, James D. B. Nelson
2016 J jnl
Semi-Local Scaling Exponent Estimation With Box-Penalty Constraints and Total-Variation Regularization.
IEEE Trans. Image Process.
James D. B. Nelson, Corina Nafornita, Alexandru Isar
2016 — conf
The Time-Varying Dependency Patterns of NetFlow Statistics.
ICDM Workshops
Alexander J. Gibberd, Marina Evangelou, James D. B. Nelson
2015 — conf
Compressive imaging with complex wavelet transform and turbo AMP reconstruction.
EUSIPCO
Chunli Guo, James D. B. Nelson
2015 J jnl
Enhanced B-Wavelets via Mixed, Composite Packets.
IEEE Trans. Signal Process.
James D. B. Nelson
2015 — conf
Estimating Dynamic Graphical Models from Multivariate Time-Series Data: Recent Methods and Results.
AALTD@PKDD/ECML (Revised Selected Papers)
Alexander J. Gibberd, James D. B. Nelson
2015 — conf
Estimating Dynamic Graphical Models from Multivariate Time-series Data.
AALTD@PKDD/ECML
Alexander J. Gibberd, James D. B. Nelson
2015 — conf
Estimating multiresolution dependency graphs within the stationary wavelet framework.
GlobalSIP
Alexander J. Gibberd, James D. B. Nelson
2015 — conf
Generalised M-Lasso for robust, spatially regularised hurst estimation.
GlobalSIP
James D. B. Nelson, Corina Nafornita, Alexandru Isar
2015 — conf
Piecewise parameterised Markov random fields for semi-local Hurst estimation.
EUSIPCO
J.-B. Regli, James D. B. Nelson
2015 C conf
Sparse Temporal Difference Learning via Alternating Direction Method of Multipliers.
ICMLA
Nikos Tsipinakis, James D. B. Nelson
2015 J jnl
Wavelet shrinkage using adaptive structured sparsity constraints.
Signal Process.
Diego Tomassi, Diego H. Milone, James D. B. Nelson
2014 Misc conf
High dimensional changepoint detection with a dynamic graphical lasso.
ICASSP
Alexander J. Gibberd, James D. B. Nelson
2014 J jnl
On the Equivalence Between a Minimal Codomain Cardinality Riesz Basis Construction, a System of Hadamard-Sylvester Operators, and a Class of Sparse, Binary Optimization Problems.
IEEE Trans. Signal Process.
James D. B. Nelson
2014 — conf
Online joint classification and anomaly detection via sparse coding.
MLSP
Alfredo A. Kalaitzis, James D. B. Nelson
2014 B conf
Regularised, semi-local hurst estimation via generalised lasso and dual-tree complex wavelets.
ICIP
Corina Nafornita, Alexandru Isar, James D. B. Nelson
2014 J jnl
Stochastic Extraction of Elongated Curvilinear Structures With Applications.
IEEE Trans. Image Process.
Vladimir A. Krylov, James D. B. Nelson
2013 B conf
Fast Road Network Extraction from Remotely Sensed Images.
ACIVS
Vladimir A. Krylov, James D. B. Nelson
2013 J jnl
Fused Lasso and rotation invariant autoregressive models for texture classification.
Pattern Recognit. Lett.
James D. B. Nelson
2013 — conf
Stochastic Extraction of Elongated Curvilinear Structures in Mammographic Images.
ICIAR
Vladimir A. Krylov, Stuart Taylor, James D. B. Nelson
2012 J jnl
Fractal dimension, wavelet shrinkage and anomaly detection for mine hunting.
IET Signal Process.
James D. B. Nelson, Nick G. Kingsbury
2012 C conf
Multi-rate estimation of coloured noise models in graph-based estimation algorithms.
FUSION
Simon J. Julier, Renzo De Nardi, James D. B. Nelson
2011 J jnl
Enhanced Shift and Scale Tolerance for Rotation Invariant Polar Matching With Dual-Tree Wavelets.
IEEE Trans. Image Process.
James D. B. Nelson, Nick G. Kingsbury
2010 B conf
Dual-tree wavelets for estimation of locally varying and anisotropic fractal dimension.
ICIP
James D. B. Nelson, Nick G. Kingsbury
2009 J jnl
A signal theory approach to support vector classification: The sinc kernel.
Neural Networks
James D. B. Nelson, Robert I. Damper, Steve R. Gunn, Baofeng Guo
2009 J jnl
Video Tracking Using Dual-Tree Wavelet Polar Matching and Rao-Blackwellised Particle Filter.
EURASIP J. Adv. Signal Process.
Sze Kim Pang, James D. B. Nelson, Simon J. Godsill, Nick G. Kingsbury
2008 J jnl
A fast separability-based feature-selection method for high-dimensional remotely sensed image classification.
Pattern Recognit.
Baofeng Guo, Robert I. Damper, Steve R. Gunn, James D. B. Nelson
2008 J jnl
Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification.
IEEE Trans. Image Process.
Baofeng Guo, Steve R. Gunn, Robert I. Damper, James D. B. Nelson
2008 J jnl
Signal theory for SVM kernel design with applications to parameter estimation and sequence kernels.
Neurocomputing
James D. B. Nelson, Robert I. Damper, Steve R. Gunn, Baofeng Guo
2008 C conf
Tracking ground based targets in aerial video with dual-tree wavelet polar matching and particle filtering.
FUSION
James D. B. Nelson, Sze Kim Pang, Nick G. Kingsbury, Simon J. Godsill
2007 J jnl
Applied Multi-Dimensional Fusion.
Comput. J.
Asher Mahmood, Philip M. Tudor, William Oxford, Robert Hansford, James D. B. Nelson, Nicholas G. Kingsbury, Antonis Katartzis, Maria Petrou, Nikolaos Mitianoudis, Tania Stathaki, Alin Achim, David R. Bull, Cedric Nishan Canagarajah, Stavri G. Nikolov, Artur Loza, Nedeljko Cvejic
2006 J jnl
Band Selection for Hyperspectral Image Classification Using Mutual Information.
IEEE Geosci. Remote. Sens. Lett.
Baofeng Guo, Steve R. Gunn, Robert I. Damper, James D. B. Nelson
2003 J jnl
On the coefficient quantization of the Fourier basis.
IEEE Trans. Signal Process.
James D. B. Nelson