selected scholarly activity
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chapters
- Detection Paradigms for Radar. 333-380. 2017
- Markov Decision Process-Based Resource and Information Management for Sensor Networks. Signals and Communication Technology. 167-216. 2009
- Detection Paradigms for Radar. 333-380. 2009
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conferences
- Bounded Subjective Opinions. 2023 26th International Conference on Information Fusion (FUSION). 1-8. 2023
- Video SAR Image Fusion Using the Effective Reflection Coefficient. 2021 CIE International Conference on Radar (Radar). 1200-1204. 2021
- A Neyman-Pearson Criterion-Based Neural Network Detector for Maritime Radar. 2021 IEEE 24th International Conference on Information Fusion (FUSION). 1-8. 2021
- Anomaly Detection with Pattern of Life Extraction for GMTI Tracking. 2019 22th International Conference on Information Fusion (FUSION). 2019
- Machine Learning for Wide Area Surveillance from Aerial Platforms. 2018 International Workshop on Computing, Electromagnetics, and Machine Intelligence (CEMi). 3-4. 2018
- Coherent Radar Sea Clutter Modeling and Simulation. International Conference on Radar Systems (Radar 2017). 2017
- Adaptive normalised matched filter performance in medium grazing angle sea clutter. 2015 IEEE Radar Conference. 97-102. 2015
- Advances in radar performance modelling in sea clutter. 2015 IEEE Radar Conference. 91-96. 2015
- Statistical and spectral modelling of medium grazing angle coherent radar data. 2015 IEEE Radar Conference. 127-132. 2015
- Spline Probability Hypothesis Density filter for nonlinear maneuvering target tracking. Conference Record of the Asilomar Conference on Signals, Systems and Computers. 1743-1750. 2013
- Identification of human motion signature using airborne radar data. Proceedings of SPIE - The International Society for Optical Engineering. 2013
- An examination of the application of space time adaptive processing for the detection of maritime surface targets from high altitude airborne platforms. Proceedings of SPIE - The International Society for Optical Engineering. 885705-885705. 2013
- The spline probability hypothesis density filter. Proceedings of SPIE - The International Society for Optical Engineering. 2012
- Improved multiframe association for tracking maneuvering targets. Proceedings of SPIE - The International Society for Optical Engineering. 81370O-81370O. 2011
- Performance evaluations of multipath multitarget tracking using PCRLB. Proceedings of SPIE - The International Society for Optical Engineering. 813714-813714. 2011
- Characterisation and cancellation of medium grazing angle sea clutter. The 7th European Radar Conference. 172-175. 2010
- Characterisation of dismounted combatants radar signature from airborne platforms. The 7th European Radar Conference. 45-48. 2010
- Multipath-assisted multitarget tracking with reflection point uncertainty. Proceedings of SPIE - The International Society for Optical Engineering. 2010
- Probabilistic data association in high clutter environments. Proceedings of SPIE - The International Society for Optical Engineering. 76980L-76980L. 2010
- Event-based characterization and simulation of sea clutter. Proceedings of SPIE - The International Society for Optical Engineering. 744505-744505. 2009
- Distributed tracking with probability hypothesis density filters using efficient measurement encoding. Proceedings of SPIE - The International Society for Optical Engineering. 74450h-74450h-12. 2009
- Interacting multiple model forward filtering and backward smoothing for maneuvering target tracking. Proceedings of SPIE - The International Society for Optical Engineering. 744503-744503-10. 2009
- Passive multitarget tracking using transmitters of opportunity. 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications. 1-8. 2009
- Multisensor particle filter cloud fusion for multitarget tracking. 2008 11th International Conference on Information Fusion. 1-8. 2008
- Continuous-discrete filtering using the Dirac-Feynman algorithm. 2008 IEEE Radar Conference. 35-40. 2008
- Image-while-scan results from the X-band Wideband Experimental Airborne Radar. 2008 IEEE Radar Conference. 1-5. 2008
- Impact of measurement model mismatch on nonlinear Track-Before-Detect performance. 2008 IEEE Radar Conference. 713-718. 2008
- Martime radar detection perfromance of fast and slow scan radars using frequency agility. 2008 IEEE Radar Conference. 265-270. 2008
- Efficient data association for move-stop-move target tracking. Proceedings of SPIE - The International Society for Optical Engineering. 2008
- Integrated bias removal in passive radar systems. Proceedings of SPIE - The International Society for Optical Engineering. 2008
- Passive tracking with sensors of opportunity using passive coherent location. Proceedings of SPIE - The International Society for Optical Engineering. F9691-F9691. 2008
- Spline filter for multidimensional nonlinear/non-Gaussian Bayesian tracking. Proceedings of SPIE - The International Society for Optical Engineering. 2008
- IMAGE-WHILE-SCAN RESULTS FROM THE X-BAND WIDEBAND EXPERIMENTAL AIRBORNE RADAR. 2008 IEEE RADAR CONFERENCE, VOLS. 1-4. 635-+. 2008
- Continuous-discrete filtering for dim manoeuvring maritime targets. 2007 10th International Conference on Information Fusion. 1-6. 2007
- Continuous-discrete filtering for dim manoeuvring maritime targets. 2007 PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4. 777-782. 2007
- Chaotic behaviour and non-linear prediction of airborne radar sea clutter data. IEEE National Radar Conference - Proceedings. 331-337. 2002
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journal articles
- A Bayesian Method for ViSAR Image Fusion Using Effective Reflection Coefficient. IEEE Sensors Journal. 22:9743-9753. 2022
- Aerial image dehazing using a deep convolutional autoencoder. Multimedia Tools and Applications. 79:29493-29511. 2020
- Airborne Maritime Surveillance Using Magnetic Anomaly Detection Signature. IEEE Transactions on Aerospace and Electronic Systems. 56:3476-3490. 2020
- Cloud/haze detection in airborne videos using a convolutional neural network. Multimedia Tools and Applications. 79:28587-28601. 2020
- Geo-registration and Geo-location Using Two Airborne Video Sensors. IEEE Transactions on Aerospace and Electronic Systems. 56:2910-2921. 2020
- A CNN-LSTM Network for Augmenting Target Detection in Real Maritime Wide Area Surveillance Radar Data. IEEE Access. 8:179281-179294. 2020
- Multi‐phase centre coherent radar sea clutter modelling and simulation. IET Radar, Sonar and Navigation. 11:1359-1366. 2017
- The Social Force PHD Filter for Tracking Pedestrians. IEEE Transactions on Aerospace and Electronic Systems. 53:2045-2059. 2017
- Multiple Detection-Aided Low-Observable Track Initialization Using ML-PDA. IEEE Transactions on Aerospace and Electronic Systems. 53:722-735. 2017
- Clairvoyant radar sea clutter covariance matrix modelling. IET Radar, Sonar and Navigation. 11:154-160. 2017
- Coherent radar processing in sea clutter environments, part 1: modelling and partially adaptive STAP performance. IEEE Transactions on Aerospace and Electronic Systems. 52:1797-1817. 2016
- Coherent radar processing in sea clutter environments, part 2: adaptive normalised matched filter versus adaptive matched filter performance. IEEE Transactions on Aerospace and Electronic Systems. 52:1818-1833. 2016
- Multisensor-multitarget bearing-only sensor registration. IEEE Transactions on Aerospace and Electronic Systems. 52:1654-1666. 2016
- Multiple model spline probability hypothesis density filter. IEEE Transactions on Aerospace and Electronic Systems. 52:1210-1226. 2016
- A practical bias estimation algorithm for multisensor-multitarget tracking. IEEE Transactions on Aerospace and Electronic Systems. 52:2-19. 2016
- Discrimination of human targets for radar surveillance via micro‐Doppler characteristics. IET Radar, Sonar and Navigation. 9:1171-1180. 2015
- A Joint Multitarget Estimator for the Joint Target Detection and Tracking Filter. IEEE Transactions on Signal Processing. 63:3857-3871. 2015
- Continuous 2-D assignment for multitarget tracking with rotating radars. IEEE Transactions on Aerospace and Electronic Systems. 51:2193-2204. 2015
- A Multiple-Detection Probability Hypothesis Density Filter. IEEE Transactions on Signal Processing. 63:2007-2019. 2015
- Measurement level AIS/radar fusion. Signal Processing. 106:348-357. 2015
- Online clutter estimation using a Gaussian kernel density estimator for multitarget tracking. IET Radar, Sonar and Navigation. 9:1-9. 2015
- IMM Forward Filtering and Backward Smoothing for Maneuvering Target Tracking. IEEE Transactions on Aerospace and Electronic Systems. 48:2673-2678. 2012
- Multitarget Passive Coherent Location with Transmitter-Origin and Target-Altitude Uncertainties. IEEE Transactions on Aerospace and Electronic Systems. 48:2530-2550. 2012
- An Optimization-Based Parallel Particle Filter for Multitarget Tracking. IEEE Transactions on Aerospace and Electronic Systems. 48:1601-1618. 2012
- Characterization of imaging performance of a large-area CMOS active-pixel detector for low-energy X-ray imaging. Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 652:500-503. 2011
- Impact of Measurement Model Mismatch on Nonlinear Track-Before-Detect Performance for Maritime RADAR Surveillance. IEEE Journal of Oceanic Engineering. 36:602-614. 2011
- MDA-Based Data Association with Prior Track Information for Passive Multitarget Tracking. IEEE Transactions on Aerospace and Electronic Systems. 47:539-556. 2011
- Multitarget Tracking using Probability Hypothesis Density Smoothing. IEEE Transactions on Aerospace and Electronic Systems. 47:2344-2360. 2011
- WIMS simulation of SCWR CANDU geometry. Canadian Nuclear Society - 30th Annual Canadian Nuclear Society Conference and 33rd CNS/CNA Student Conference 2009. 4:2681-2686. 2009
- Track-before-Detect Using Swerling 0, 1, and 3 Target Models for Small Manoeuvring Maritime Targets. Eurasip Journal on Advances in Signal Processing. 2008. 2008
- Outlier suppression in adaptive filtering through de-emphasis weighting. IET Radar, Sonar and Navigation. 1:38-38. 2007
- Fast versus slow scan radar operation for coherent small target detection in sea clutter. IET Radar, Sonar and Navigation. 152:429-429. 2005
- Limitations of nonlinear chaotic dynamics in predicting sea clutter returns. IET Radar, Sonar and Navigation. 151:105-105. 2004
- X-band wideband experimental airborne radar for SAR, GMTI and maritime surveillance. IET Radar, Sonar and Navigation. 150:305-305. 2003
- Millimeter wave spectroscopic measurements over the South Pole: 5. Morphology and evolution of HNO3 vertical distribution, 1993 versus 1995. Journal of Geophysical Research. 105:17739-17750. 2000
- Ground‐based measurements of stratospheric ClO over Spitzbergen in the Arctic spring of 1997. Journal of Geophysical Research. 104:21579-21584. 1999
- Steller Brewer, ozonesonde, and DIAL measurements of Arctic O3 column over Eureka, N.W.T. during 1996 winter/spring. Geophysical Research Letters. 26:2383-2386. 1999
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other
- Event-based characterization and simulation of sea clutter. Proceedings of SPIE - The International Society for Optical Engineering. 744505-744505-12. 2009
- EM-based Gaussian mixture model estimation for GMTI-based tracking using speedboat data. Proceedings of SPIE - The International Society for Optical Engineering. 744511-744511-7. 2009
- Feasibility of using transmitters of opportunity for precision multitarget tracking. Proceedings of SPIE - The International Society for Optical Engineering. 744512-744512-11. 2009
- Resolving transmitter-of-opportunity origin uncertainty in passive coherent location systems. Proceedings of SPIE - The International Society for Optical Engineering. 744506-744506-10. 2009
- (PDF) The application of track before detect techniques against maritime surface targets
- Martime radar detection perfromance of fast and slow scan radars using frequency agility - IEEE Conference Publication
- Multipath-assisted multitarget tracking with reflection point uncertainty \textbar (2010) \textbar Subramaniam \textbar Publications \textbar Spie
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preprints
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reports