Book Chapter:

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[B1] S. M. Naqvi, Y. Zhang, M. Yu and J. A. Chambers, "A Multimodal Solution to Blind Sources Separation of Moving Sources", Chapter 5, Machine Audition: Principles, Algorithms and Systems, pp. 107–125, IGI Global USA, 2011.

 

Journal articles:

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[J1] M. Yu, H. Oh, WH. Chen and J. Chambers, "Non-Markov Jump Hybrid Model-Based Gaussian Particle Filtering for Ballistic Missile Tracking", submitted to IEEE Transactions on Aerospace and Electronic Systems (major revision).

[J12] M. Yu, WH. Chen and J. Chambers, "State dependent multiple model-based particle filtering for ballistic missile tracking in a low-observable environment. Aerospace Science and Technology", Aerospace Science and Technology, vol.67, pp.144-154,2017.

[J3] R. Ding, M. Yu, H. Oh, and W.H. Chen, New Multiple Target Tracking Strategy Using Contextual Information and Optimization, IEEE Transactions on Systems, Man and Cybernetics: Systems, accepted.

[J4] M. Yu, C. Liu, B. Li and WH. Chen, "An Enhanced Particle Filtering Method for GMTI Radar Tracking", IEEE Transactions on Aerospace and Electronic Systems, vol. 52, no. 3, pp. 1408–1420, 2016. [pdf]

[J5] M. Yu, H. Oh and WH. Chen, "A Particle Filtering Approach for Manoeuvring Ground Vehicle Tracking Using Airborne GMTI Aided by Geographic Information", Aerospace Science and Technology, vol. 52, pp. 62–69, 2016. [pdf]

[J6] M. Khan, M. Yu (Corresponding author), P. Feng L. Wang and J. Chambers, "An Unsupervised Acoustic Fall Detection System Using Source Separation for Sound Interference Suppression", Signal Processing, Vol. 110, pp. 199—201,2015. [pdf]

[J7] M. Yu, Y. Yu, A. Rhuma, S. M. Naqvi, L. Wang and J. Chambers, "An Online One Class support vector Machine-Based Person-Specific Fall Detection System for Monitoring an Elderly Individual in A Room Environment", IEEE Journal of Biomedical and Health Informatics, vol. 17, no. 6, pp. 1002–1014, 2013. [pdf]

[J8] A. Rhuma, M. Yu and J. Chambers, "Posture Recognition Based Fall Detection System", Lecture Notes on Software Engineering, vol. 1, no. 4, pp. 350–355, 2013. [pdf]

[J9] M. Yu, A. Rhuma, S. M. Naqvi, L. Wang and J. A. Chambers, "Posture Recognition Based Fall Detection System for Monitoring an Elderly Person in a Smart Home Environment", IEEE Transactions on Information Technology in BioMedicine, vol. 16, no. 6, pp. 1274–1286, 2012. [pdf]

[J10] M. Yu, S. M. Naqvi, and J. A. Chambers, "One Class Boundary Method Classifiers for Application in a Video-Based Fall Detection System", IET Computer Vision, vol. 6, issue 2, pp. 90–100, 2012. [pdf]

[J11] A. Rhuma, M. Yu, J. Chambers, "Fall Detection System in Enclosed Environments Based on Single Gaussian Model", Journal of Measurement Science and Instrument, vol. 3, no. 2, pp. 123–128, 2012.

[J12] M. Yu, A. Rhuma, S. Mohsen, and J. Chambers, "An Improved Directed Acyclic Graph Support Vector Machine," Journal of Measurement Science and Instrument, vol. 2, no. 4, pp. 367–360, 2011.

[J13] S. M. Naqvi, M. Yu and J. Chambers, "A Multimodal Approach to Blind Source Separation of Moving Sources", IEEE Journal of Selected Topics in Signal Processing, vol. 4, no. 5, pp. 895–910, October 2010. [pdf]

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Conference presentations:

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[C1] M. Yu, L. Gong and S. Kollias, Computer vision based fall detection by a convolutive neural network, 19th ACM International Conference on Multimodal Interaction, Glasgow, UK, 2017.

[C2] L. Gong and M. Yu, A new interacting multiple model particle filter based ballistic missile tracking method, submitted to International Conference on Frontiers of Signal Processing, Paris, France,2017.

[C3] L. Gong, M. Yu and T. Gordon, Online codebook modeling based background subtraction with a moving camera, submitted to International Conference on Frontiers of Signal Processing, Paris France,2017.

[C4] D. Kollias, M. Yu, A. Tagaris, G. Leontidis, S. Kollias and A. Stafylopatis, "Adaptation and Contextualization of Deep Neural Network Models", IEEE Symposium Series on Computational Intelligence (SSCI) ,2017.

[C5] M. Yu, Y. Xue, R. Ding, H. Oh, WH. Chen and J. Chambers, "New environmental dependent modeling with Gaussian particle filtering based implementation for ground vehicle tracking", Sensor Signal Processing for Defense, Edinburgh, UK, 2016.

[C6] P. Feng, M. Yu, S. Naqvi, W. Wang and J. Chambers, "A Robust Student’s-t Distribution PHD Filter with OCSVM Updating for Multiple Human Tracking", 23rd European Signal Processing Conference (EUSIPCO), Nice, France, 2015. [pdf]

[C7] R. Ding, M. Yu and WH. Chen, "A Multiple Target Tracking Strategy Using Moving Horizon Estimation Approach", International Technical Conference on the Enhanced Safety of Vehicles, Gothenburg, Sweden, 2015. [pdf]

[C8] P. Feng, M. Yu, S. Naqvi and J. Chambers, ''Deep learning for posture analysis in fall detection.'' IEEE 19th International Conference on Digital Signal Processing (DSP), Hong Kong, 2014. [pdf]

[C9] M. Yu, C. Liu, WH. Chen and J. Chambers, "An Improved Ground Vehicle Tracking Algorithm by Integrating Bayesian Tracking Framework with an Auxiliary Particle Filter", SPIE Defense + Security, Baltimore, Maryland USA, 2014. [pdf]

[C10] M. Yu, WH. Chen and J. Chambers, "Truncated unscented particle filter for dealing with non-linear and inequality constraints", Sensor Signal Processing for Defense,Edinburgh, UK, 2014. [pdf]

[C11] M. Yu, A. Rhuma, S. Naqvi and J. Chambers, "Fall Detection for The Elderly in A Smart Room by Using an Enhanced One Class Support Vector Machine’’, International Conference on Digital Signal Processing, Corfu, Greece, 2011. [pdf]

[C12] S. Naqvi, M. Yu and J. Chambers, "Multimodal Blind Source Separation for Moving Sources based on Robust Beamforming", International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic,2011[pdf]

[C13] M. Yu, A. Rhuma, S. Naqvi and J. Chambers , "Fall Detection in A Smart Room by Using A Fuzzy One Class Support Vector Machine and Imperfect Training Data", International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic,2011[pdf]

[C14] M. Yu, S. Naqvi and J. Chambers, "A Robust Fall Detection System for the Elderly in A Smart Room", International Conference on Acoustics, Speech and Signal Processing, Dallas, USA, 2010.[pdf]

[C15] I. Colman, A. Rhuma, M. Yu and J. Chambers, " A Robust Technique for Person-background Segmentation in Video Sequences Based on The Codebook Method of Background Subtraction and Head Tracking", Sensor Signal Processing for Defense, London, UK, 2010. [pdf]

[C16] M. Yu, S. Naqvi and J. Chambers, "Fall Detection in The Elderly by Head Tracking", IEEE Statistical Signal Processing Workshop, Cardiff, UK, 2009. [pdf]

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