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Mark J. Coates
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Unpublished
Nannuru, S.
,
Y. Li
,
M. J. Coates
, and
B. Yang
,
"
Effect of velocity parameter on tracking for radio-frequency tomography experiments
",
Technical report
, Montreal, McGill University, Aug 2012.
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tech_report_velocity.pdf
(74.4 KB)
Thouin, F.
,
S. Nannuru
, and
M. J. Coates
,
"
Multi-target Tracking for Measurement Models with Additive Contributions, Revised version
",
International Conference on Information Fusion
, Chicago, Illinois, July 2011.
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Thouin_FUSION2011_Revised.pdf
(321.27 KB);
fusion2011_revised.pdf
(321.27 KB)
Nannuru, S.
, and
M. J. Coates
,
Technical report: Multi-Bernoulli filter and hybrid multi-Bernoulli CPHD filter for superpositional sensors
,
, Montreal, McGill University, 2014.
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mbr_tech_report.pdf
(392.26 KB)
Thesis
Valenchon, J.
,
"
Graph-based machine learning algorithms for predicting disease outcomes
",
Electrical and Computer Engineering
, vol. Master, Montreal, McGill, pp. 108, 03/2019.
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Thesis_v1_revised_Juliette_Valenchon.pdf
(5.39 MB)
Nannuru, S.
,
"
Multitarget multisensor tracking
",
Department of Electrical & Computer Engineering
, vol. Doctor of Philosophy, Montreal, McGill University, pp. 226, Aug 2015.
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PhD_Thesis_Santosh.pdf
(5.04 MB)
Report
Nannuru, S.
,
M. J. Coates
, and
M. G. Rabbat
,
General multisensor CPHD filter
,
: McGill University, Sept. 2014.
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multisensor_report.pdf
(389.71 KB)
Kharratzadeh, M.
, and
M. J. Coates
,
Semi-parametric Order-based Generalized Multivariate Regression
,
, February, 2016.
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RankReg.pdf
(377.93 KB)
Nannuru, S.
,
Y. Li
,
M. J. Coates
, and
B. Yang
,
"
Skew-Laplace model parameters for radio-frequency tomography experiments
",
Technical Report
: Department of Electrical and Computer Engineering, McGill University, April 2012.
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tech_report.pdf
(118.57 KB)
Kharratzadeh, M.
, and
M. J. Coates
,
Sparse Multivariate Factor Regression
,
, 2016.
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Kharratzadeh, M.
, and
M. J. Coates
,
Sparse Multivariate Factor Regression
,
, Montreal, McGill University, July, 2015.
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SMFR.pdf
(428.07 KB)
Nannuru, S.
, and
M. J. Coates
,
Technical report: Gaussian approximation for superpositional sensors
,
, Montreal, McGill University, Feb 2015.
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tech_report_superpositional.pdf
(1.17 MB)
Journal Article
Nannuru, S.
,
M. J. Coates
, and
R. Mahler
,
"
Computationally-tractable approximate PHD and CPHD filters for superpositional sensors
",
IEEE Journal of Selected Topics in Signal Processing
, vol. 7, Jun 2013.
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Nannuru_SSP2013.pdf
(458.03 KB);
cphd_journal_R1_v3.pdf
(496.05 KB)
Tabatabaei, S. S.
,
M. J. Coates
, and
M. G. Rabbat
,
"
GANC: Greedy agglomerative normalized cut
",
Pattern Recognition
, vol. 45, issue 2, pp. 12, Februrary 2012.
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GANC.pdf
(553.87 KB);
ganc_v1.0.zip
(186.74 KB)
Li, Y.
,
E. Porter
,
A. Santorelli
,
M. Popovic
, and
M. J. Coates
,
"
Microwave Breast Cancer Detection via Cost-sensitive Ensemble Classifiers: Phantom and Patient Investigation
",
Biomedical Signal Processing and Control
, vol. 31, 01/2017.
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bspc_2016.pdf
(1.13 MB)
Saucan, A. - A.
,
M. J. Coates
, and
M. G. Rabbat
,
"
A multi-sensor multi-Bernoulli filter
",
IEEE Trans. Signal Processing
, vol. 65, issue 20, pp. 5495-5509, 10/2017.
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MATLAB_MS_MeMBer_web_release.zip
(352.44 KB);
ms_member_final.pdf
(587.56 KB)
Nannuru, S.
,
B. Stephane
,
M. J. Coates
, and
M. G. Rabbat
,
"
Multisensor CPHD filter
",
IEEE Transactions on Aerospace and Electronic Systems
, vol. 52, issue 4, pp. 1834-1854, 10/2016.
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NannuruTAES2016.pdf
(1.12 MB)
Li, Y.
, and
M. J. Coates
,
"
Particle Filtering with Invertible Particle Flow
",
IEEE Transactions on Signal Processing
, vol. 65, issue 15, pp. 4102 - 4116, 08/2017.
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PFPF.zip
(214.67 KB)
Nannuru, S.
,
Y. Li
,
Y. Zeng
,
M. J. Coates
, and
B. Yang
,
"
Radio frequency tomography for passive indoor multi-target tracking
",
IEEE Trans. Mobile Computing
, Dec 2013.
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Nannuru_TMC2013.pdf
(9.11 MB);
paper_outline_v17.pdf
(9.11 MB)
Conference Proceedings
Li, Y.
,
A. Santorelli
, and
M. J. Coates
,
"
Comparison of microwave breast cancer detection results with breast phantom data and clinical trial data: varying the number of antennas
",
European Conf. Antennas and Propag. (EuCAP)
, Davos, Switzerland, 04/2016.
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eucap2016.pdf
(597.26 KB)
Porter, E.
,
A. Santorelli
,
M. J. Coates
, and
M. Popovic
,
"
An Experimental System for Time-Domain Microwave Breast Imaging
",
Proceedings of the 5th European Conference on Antennas and Propagation (EUCAP)
, Rome , pp. 2906 - 2910 , 04/2011.
Abstract
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EPorter_EuCAP2011.PDF
(360.93 KB)
Nannuru, S.
,
M. J. Coates
, and
A. Doucet
,
"
A Gaussian mixture ensemble transform filter for vector observations
",
SPIE Defense, Security, and Sensing
, Baltimore, MD, USA, May 2013.
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Nannuru_SPIE2013.pdf
(409.84 KB);
spie2013_v7_0.pdf
(409.84 KB)
Zhao, L.
,
J. Wang
,
Y. Li
, and
M. J. Coates
,
"
Gaussian particle flow implementation of PHD filter
",
Proc. SPIE Conf. Signal Proc., Sensor Fusion, Target Recog.
, 04/2016.
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Gaussian_particle_flow_implementation_of_PHD_filter.pdf
(556.36 KB)
Ding, T.
, and
M. J. Coates
,
"
Implementation of the Daum-Huang Exact Flow Particle Filter
",
IEEE Statistical Signal Processing Workshop
, Ann Arbor, Michigan, USA, Aug 2012.
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DH_filter_SSP.pdf
(188.64 KB)
Porter, E.
,
J. Fakhoury
,
R. Oprisor
,
M. J. Coates
, and
M. Popovic
,
"
Improved tissue phantoms for experimental validation of microwave breast cancer detection
",
European Conference on Antennas and Propagation
, Barcelona, Spain, April 2010.
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Porter_EuCAP2010.pdf
(275.42 KB)
Santorelli, A.
,
Y. Li
,
E. Porter
,
M. Popovic
, and
M. J. Coates
,
"
Investigation of classification algorithms for a prototype microwave breast cancer monitor
",
in Proc. European Conf. Antennas and Propag. (EuCAP)
, The Hague, The Netherlands, Apr. 2014.
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