nelson.bib

@article{nelson2016,
  author = {J. D. B. Nelson and C. Nafornita and A. Isar},
  title = {Semi-local scaling exponent estimation with
box-penalty constraints and total-variation
regularization},
  journal = {IEEE Transactions on Image Processing},
  volume = {25},
  number = {7},
  year = 2016,
  url = {http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=7448417&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel7%2F83%2F4358840%2F07448417.pdf%3Farnumber%3D7448417}
}
@article{chen2016,
  author = {P. Chen and J. D. B. Nelson and J.-Y. Tourneret},
  title = {Towards a Sparse {B}ayesian {M}arkov Random Field Approach to Hyperspectral Unmixing and Classification},
  journal = {IEEE Transactions on Image Processing (accepted)},
  year = 2016
}
@article{gibberd2016lnai,
  author = {A. J. Gibberd and J. D. B. Nelson},
  title = {Estimating Dynamic Graphical Models from Multivariate Time-series data: Recent Methods and Results},
  journal = {Lecture Notes on Artificial Intelligence (in press)},
  year = 2016
}
@article{gibberd2016arxiv,
  author = {A. J. Gibberd and J. D. B. Nelson},
  title = {Regularized estimation of piecewise constant {G}aussian
  graphical Models: The group-fused graphical {L}asso},
  journal = {ArXiv e-print arXiv:1512.06171},
  http = {http://arxiv.org/abs/1512.06171},
  year = 2016
}
@article{gaifulina2016,
  author = {R. Gaifulina and A. Maher and C. Kendall and J. D. B. Nelson and M.
Rodriguez-Justo and K. Lau and G. Thomas},
  title = {Label-free {R}aman spectroscopic imaging to extract morphological
  and chemical information from a formalin-fixed, paraffin-embedded rat colon tissue section},
  journal = {International Journal of Experimental Pathology},
  year = {2016}
}
@article{nelson2016a,
  author = {J. D. B. Nelson and A. J. Gibberd},
  title = {Introducing the locally stationary dual-tree complex wavelet 
  model},
  journal = {IEEE International Conference on Image Processing},
  year = {2016}
}
@article{akhondi2016,
  author = {H. Akhondi-Asl and J. D. B. Nelson},
  title = {M-Estimate robust {PCA} for seismic noise attenuation},
  journal = {IEEE International Conference on Image Processing},
  year = {2016}
}
@article{regli2016,
  author = {J.-B. Regli and J. D. B. Nelson},
  title = {Scattering convolutional hidden {M}arkov trees},
  journal = {IEEE International Conference on Image Processing},
  year = {2016}
}
@article{akhondi2016a,
  author = {H. Akhondi-Asl and J. D. B. Nelson},
  title = {Multi-Scale Sparse Coding with Anomaly Detection and Classification},
  journal = {IEEE Statistical Signal Processing Workshop},
  year = {2016}
}
@article{gibberd2016,
  author = {A. J. Gibberd and J. D. B. Nelson},
  title = {Regularised Estimation of 2D-Locally Stationary Wavelet Processes},
  journal = {IEEE Statistical Signal Processing Workshop},
  year = {2016}
}
@article{nelson2015tsp,
  author = {J. D. B. Nelson},
  title = {Enhanced {B}-wavelets via mixed, composite packets},
  journal = {IEEE Transactions on Signal Processing},
  volume = {63},
  number = {12},
  year = {2015},
  pages = {3191-3203},
  http = {http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=7078870&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel7%2F78%2F7105433%2F07078870.pdf%3Farnumber%3D7078870},
  code = {http://www.homepages.ucl.ac.uk/~ucakjdb/mixcompack.rar}
}
@article{tomassi2015sp,
  author = {D. R. Tomassi and D. H. Milone and Nelson, J. D. B. },
  title = {Wavelet shrinkage using adaptive structured sparsity constraints {B}-wavelets via mixed, composite packets},
  journal = {Signal Processing},
  volume = {106},
  year = {2015},
  pages = {73-87},
  http = {http://www.sciencedirect.com/science/article/pii/S0165168414002953}
}
@article{gibberd2015gsip,
  author = {A. J. Gibberd and J. D. B. Nelson},
  title = {Estimating multiresolution dependency graphs within the stationary
wavelet framework},
  journal = {IEEE Global Conference on Signal and Information Processing},
  year = {2015}
}
@article{nelson2015gsip,
  author = {J. D. B. Nelson and C. Nafornita and I. Isar},
  title = {Generalised {M}-{L}asso for robust, spatially regularised {H}urst
estimation},
  journal = {IEEE Global Conference on Signal and Information Processing },
  year = {2015}
}
@article{tsipinakis2015,
  author = {N. Tsipinakis and J. D. B. Nelson},
  title = {Sparse temporal difference learning via alternating direction method of multipliers},
  journal = {IEEE International Conference on Machine Learning and Applications},
  year = {2015}
}
@article{guo2015,
  author = {C. Guo and J. D. B. Nelson},
  title = {Compressive imaging with complex wavelet transform and turbo
  {AMP} reconstruction},
  journal = {Proceedings of the European Signal Processing Conference},
  year = {2015}
}
@article{regli2015,
  author = {J.-B. Regli and J. D. B. Nelson},
  title = {Piecewise parameterised {M}arkov random fields for semi-local
  {H}urst estimation},
  journal = {Proceedings of the European Signal Processing Conference},
  year = {2015}
}
@article{gibberd2015iet,
  author = {A. J. Gibberd and J. D. B. Nelson},
  title = {Sparsity in the multivariate wavelet framework: A comparative study using epileptic electroencephalography data},
  journal = {IET Intelligent Signal Processing Conference},
  year = {2015}
}
@article{guo2015iet,
  author = {C. Guo and J. D. B. Nelson},
  title = {Direction of arrival estimation via approximate message passing},
  journal = {IET Intelligent Signal Processing Conference},
  year = {2015}
}
@article{gibberd2015ecml,
  author = {A. J. Gibberd and J. D. B. Nelson},
  title = {Estimating dynamic graphical models from multivariate time-series data},
  journal = {European Conference on Machine Learning and Principles and Practice of
Knowledge Discovery in Databases: Workshop on Advanced Analytics and
Learning on Temporal Data (ECML/PKDD:AALTD)},
  year = {2015}
}
@article{krylov2015,
  author = {V. Krylov and J. D. B. Nelson},
  title = {Line extraction via phase congruency with a novel adaptive scale selection for Poisson noisy medical images},
  journal = {Proceedings of the V ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing },
  year = {2015}
}
@article{nelson2014tsp,
  author = {J. D. B. Nelson},
  title = {On the equivalence between a minimal codomain cardinality
   {R}iesz basis, a system of {H}adamard-{S}ylvester operators, and a class of sparse, binary optimisation problems},
  journal = {IEEE Transactions on Signal Processing},
  volume = {62},
  number = {20},
  year = {2014},
  pages = {5270-5281},
  http = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6870501&sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A6889149%29}
}
@article{krylov2014tip,
  author = {V. Krylov and J. D. B. Nelson},
  title = {Stochastic extraction of elongated curvilinear structures with applications},
  journal = {IEEE Transactions on Image Processing},
  volume = {23},
  number = {12},
  year = {2014},
  pages = {5360-5373},
  http = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6924805&queryText%3DStochastic+extraction+of+elongated+curvilinear+structures>},
  code = {http://www.homepages.ucl.ac.uk/~ucakjdb/MammoCLS_v1.01.zip}
}
@article{gibberd2014icassp,
  author = {A. J. Gibberd and J. D. B. Nelson},
  title = {High dimensional changepoint detection with a dynamic graphical lasso},
  journal = {IEEE International Conference on Acoustics, Speech, and Signal Processing },
  year = {2014}
}
@article{nafornita2014,
  author = {C. Nafornita and A. Isar and J. D. B. Nelson},
  title = {Regularised, semi-local
  {H}urst estimation via generalised lasso and dual-tree complex wavelets},
  journal = {IEEE International Conference on Image Processing},
  pages = {2689-2693},
  year = 2014
}
@article{guo2014,
  author = {B. Guo and S. R. Gunn and R. I. Damper and J. D. B. Nelson},
  title = {Improving hyperspectral band selection by constructing an estimated reference map},
  journal = {Journal of Applied Remote Sensing },
  volume = {8},
  number = {1},
  year = {2014}
}
@article{nelson2014iet,
  author = {J. D. B. Nelson and V. Krylov},
  title = {Textural lacunarity for semi-supervised learning in sonar imagery},
  journal = {IET Radar, Sonar and Navigation },
  volume = {8},
  number = {6},
  pages = {616-621},
  year = {2014}
}
@article{gibberd2014ima,
  author = {A. J. Gibberd and J. D. B. Nelson},
  title = {Group-fused graphical lasso for changepoint estimation in multivariate time-series},
  journal = {IMA International Conference on Mathematics in Signal Processing},
  year = {2014}
}
@article{knight-gaynor2014ima,
  author = {D. Knight-Gaynor and S. Lu and J. D. B. Nelson},
  title = {A sparse region-aware kernel approach to superpixel matching for histopathological data},
  journal = {IMA International Conference on Mathematics in Signal Processing},
  year = {2014}
}
@article{kalaitzis2014,
  author = {A. Kalaitzis and J. D. B. Nelson},
  title = {Online joint classification and anomaly detection via sparse coding },
  journal = {IEEE Machine Learning for Signal Processing },
  year = {2014}
}
@article{nelson2013prl,
  author = {J. D. B. Nelson},
  title = {Fused {Lasso} and rotation invariant autoregressive models for texture classification},
  journal = {Pattern Recognition Letters },
  volume = {34},
  number = {16},
  year = {2013},
  pages = {2166-2172},
  code = {http://www.homepages.ucl.ac.uk/~ucakjdb/MammoCLS_v1.01.zip}
}
@article{krylov2013acivs,
  author = {V. Krylov and J. D. B. Nelson},
  title = {Fast road network extraction from remotely sensed images},
  journal = {Advanced Concepts for Intelligent Vision Systems, Lecture Notes in Computer Science},
  number = {8192},
  pages = {227-237},
  year = {2013}
}
@article{krylov2013iciar,
  author = {V. Krylov and S. Taylor and J. D. B. Nelson},
  title = {Stochastic extraction of elongated curvilinear structures in mammographic images},
  journal = {International Conference on Image Analysis and Recognition},
  year = {2013},
  code = {http://www.homepages.ucl.ac.uk/~ucakjdb/MammoCLS_v1.01.zip}
}
@article{gibberd2013ima,
  author = {A. J. Gibberd and J. D. B. Nelson},
  title = {Sparsity for change point detection in network traffic},
  journal = {Data Analysis for CyberSecurity},
  year = {2013}
}
@article{nelson2012iet,
  author = {J. D. B. Nelson and N. G. Kingsbury},
  title = {Fractal dimension, wavelet shrinkage, and anomaly detection for mine hunting},
  journal = {IET Signal Processing Journal},
  year = {2012},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2012_nelson_iet.pdf}
}
@article{nelson2012ima,
  author = {J. D. B. Nelson and N. G. Kingsbury},
  title = {Multiresolution {M}arkov random field wavelet shrinkage for ripple suppression in sonar imagery},
  journal = {IMA International Conference on Mathematics in Signal Processing},
  year = {2012},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2012_nelson_ima.pdf},
  slides = {http://www.homepages.ucl.ac.uk/~ucakjdb/2012_nelson_ima_talk.pdf}
}
@article{julier2012,
  author = {S. Julier and R. De Nardi and  J. D. B. Nelson},
  title = {Multi-rate estimation of coloured noise models in graph-based estimation algorithms},
  journal = {International Conference on Information Fusion},
  year = {2012}
}
@article{nelson2011tip,
  author = {J. D. B. Nelson and N. G. Kingsbury},
  title = {Enhanced shift and scale tolerance for dual-tree complex wavelet rotation invariant matching},
  journal = {IEEE Transactions on Image Processing},
  volume = {20},
  number = {3},
  year = {2011},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2011_nelson_tip.pdf}
}
@article{nelson2010ioa,
  author = {J. D. B. Nelson and N. G. Kingsbury},
  title = {Fractal dimension based sand ripple suppression for mine hunting with sidescan sonar},
  journal = {International Conference on Synthetic Aperture Sonar and Synthetic Aperture Radar},
  year = {2010},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2010_nelson_ioa.pdf}
}
@article{nelson2010icip,
  author = {J. D. B. Nelson and N. G. Kingsbury},
  title = {Dual-tree wavelets for locally varying and anisotropic fractal dimension estimation},
  journal = {IEEE International Conference on Image Processing},
  year = {2010},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2010_nelson_icip.pdf}
}
@article{nelson2009,
  author = {J. D. B. Nelson and S. R. Gunn and R. I. Damper and B. Guo},
  title = {A signal theory approach to support vector classification: the Sinc kernel},
  journal = {Neural Networks},
  volume = {22},
  number = {1},
  year = {2009},
  pages = {49-57},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2009_nelson_nn.pdf}
}
@article{pang2009,
  author = {S. K. Pang and J. D. B. Nelson and S. J. Godsill and N. G. Kingsbury},
  title = {Video tracking using dual-tree wavelet polar matching and Rao-Blackwellised particle filter},
  journal = {Journal on Advances in Signal Processing},
  year = {2009},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2009_pang_jasp.pdf}
}
@article{nelson2008nc,
  author = {J. D. B. Nelson and S. R. Gunn and R. I. Damper and B. Guo},
  title = {Signal theory for {SVM} kernel design with applications to parameter estimation and sequence kernels},
  journal = {Neurocomputing},
  volume = {72},
  number = {1-3},
  year = {2009},
  pages = {15-22},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2008_nelson_neurocomp.pdf}
}
@article{guo2008pr,
  author = {B. Guo and S. R. Gunn and R. I. Damper and J. D. B. Nelson},
  title = {A fast separability-based feature selection method for highdimensional remotely-sensed image classification},
  journal = {Pattern Recognition},
  volume = {41},
  number = {8},
  year = {2008},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2008_guo_pattrec.pdf}
}
@article{guo2008tip,
  author = {B. Guo and S. R. Gunn and R. I. Damper and J. D. B. Nelson},
  title = {Customizing kernel functions for {SVM}-based hyperspectral image classification},
  journal = {IEEE Transactions on Image Processing},
  volume = {17},
  number = {4},
  pages = {622-629},
  year = {2008},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2008_guo_tip.pdf}
}
@article{nelson2008icif,
  author = {J. D. B. Nelson and S. K. Pang and S. J. Godsill and N. G. Kingsbury},
  title = {Tracking ground based targets in aerial video with dual-tree complex wavelet polar matching and particle filtering},
  journal = {International Conference on Information Fusion},
  year = {2008},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2008_nelson_fusion.pdf}
}
@article{pang2008,
  author = {S. K. Pang and J. D. B. Nelson and S. J. Godsill and N. G. Kingsbury},
  title = {Video tracking using dual-tree wavelet polar matching and particle filtering},
  journal = {The Institution of Engineering and Technology Seminar on Target
  Tracking and Data Fusion},
  year = {2009},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2008_pang_iet.pdf}
}
@article{mahmood2007,
  author = {A. Mahmood and P. M. Tudor and W. Oxford and R. Hansford and J.
   D. B. Nelson and N. G. Kingsbury and A. Katartzis and M.  Petrou and
     N. Mitianoudis and T. Stathaki and A. Achim and D. Bull and N.
     Canagarajah and S. Nikolov and A. Loza and N. Cvejic},
  title = {Applied multi-dimensional fusion},
  journal = {The Computer Journal},
  volume = {50},
  number = {6},
  year = {2007},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2007_mahmood_compj.pdf}
}
@article{guo2006,
  author = {B. Guo and S. R. Gunn and R. I. Damper and J. D. B. Nelson},
  title = {Band selection for hyperspectral image classification using mutual information},
  journal = {IEEE Geoscience and Remote Sensing Letters},
  year = {2006},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2006_guo_grs.pdf}
}
@article{nelson2006,
  author = {J. D. B. Nelson and S. R. Gunn and R. I. Damper and B. Guo},
  title = {Signal theory for {SVM} kernel parameter estimation},
  journal = {Proceedings of IEEE International Workshop on Machine Learning for Signal Processing},
  year = {2006},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2008_nelson_fusion.pdf}
}
@article{nelson2005,
  author = {J. D. B. Nelson},
  title = {A wavelet filter enhancement scheme with a fast integral
   {B}-wavelet transform and pyramidal multi-{B} wavelet algorithm},
  journal = {Applied and Computational Harmonic Analysis },
  volume = {18},
  number = {3},
  pages = {234-251},
  year = {2005},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2005_nelson_acha.pdf}
}
@article{guo2005a,
  author = {B. Guo and S. R. Gunn and R. I. Damper and J. D. B. Nelson},
  title = {Adaptive band selection for hyperspectral image fusion using mutual information},
  journal = {International Conference on Information Fusion},
  year = {2005},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2005_guo_fusion_a.pdf}
}
@article{guo2005b,
  author = {B. Guo and S. R. Gunn and R. I. Damper and J. D. B. Nelson},
  title = {Hyperspectral image fusion using spectrally weighted kernels},
  journal = {International Conference on Information Fusion},
  year = {2005},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2005_guo_fusion_b.pdf}
}
@article{nelson2004,
  author = {J. D. B. Nelson},
  title = {Applications of enhanced vision to the automotive industry},
  journal = {SMi Conference on Enhanced Vision},
  year = {2004}
}
@article{nelson2003tsp,
  author = {J. D. B. Nelson},
  title = {On the coefficient quantization of the {F}ourier basis},
  journal = {IEEE Transactions on Signal Processing},
  volume = {51},
  number = {7},
  pages = {1838-1846},
  year = {2003},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2003_nelson_tsp.pdf}
}
@article{nelson2003stip,
  author = {J. D. B. Nelson},
  title = {A multi-channel, multi-sampling rate theorem},
  journal = {Sampling Theory in Signal and Image Processing: An International Journal},
  volume = {2},
  number = {1},
  pages = {83-96},
  year = {2003},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2003_nelson_stsip.pdf}
}
@article{nelson2001,
  author = {J. D. B. Nelson},
  title = {The construction of some {R}iesz basis families and their application to coefficient quantization, sampling theory, and wavelet analysis},
  journal = {PhD thesis, Anglia Polytechnic University},
  year = {2001},
  pdf = {http://www.homepages.ucl.ac.uk/~ucakjdb/2001_nelson_thesis.pdf}
}

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