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2022

Basu, Amlan and Kaewrak, Keerati and Petropoulakis, Lykourgos and Di Caterina, Gaetano and Soraghan, John J. (2022) Indoor home scene recognition through instance segmentation using a combination of neural networks. In: 2022 IEEE World Conference on Applied Intelligence and Computing, 2022-06-17 - 2022-06-19, Rajkiya Engineering College.

Basu, Amlan and Kaewrak, Keerati and Petropoulakis, Lykourgos and Di Caterina, Gaetano and Soraghan, John (2022) 3-Dimensional object recognition using 1-dimensional capsule neural networks. In: IEEE 2nd International Conference on Electronic Technology, Communication and Information (ICETCI), 2022-08-25 - 2022-08-27, Mahindra University.

2020

Ke, Weijie and Xing, Yannan and Di Caterina, Gaetano and Petropoulakis, Lykourgos and Soraghan, John; (2020) Deep convolutional spiking neural network based hand gesture recognition. In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, GBR. ISBN 9781728169262

Basu, Amlan and Kaewrak, Keerati and Petropoulakis, Lykourgos and Di Caterina, Gaetano and Soraghan, John J.; (2020) Modified Capsule Neural Network (Mod-CapsNet) for indoor home scene recognition. In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, GBR. ISBN 9781728169279

Ke, Weijie and Xing, Yannan and Di Caterina, Gaetano and Petropoulakis, Lykourgos and Soraghan, John (2020) Intersected EMG heatmaps and deep learning based gesture recognition. In: 12th International Conference on Machine Learning and Computing, 2020-02-15 - 2020-02-17.

2019

Jin, Tian and He, Zhihao and Basu, Amlan and Soraghan, John and Di Caterina, Gaetano and Petropoulakis, Lykourgos; (2019) Dense convolutional networks for efficient video analysis. In: 2019 The 5th International Conference on Control, Automation and Robotics (ICCAR 2019). IEEE, CHN, pp. 550-554. ISBN 9781728133263

Basu, Amlan and Petropoulakis, Lykourgos and Di Caterina, Gaetano and Soraghan, John (2019) Indoor home scene recognition using capsule neural networks. Procedia Computer Science. ISSN 1877-0509 (In Press)

He, Zhihao and Jin, Tian and Basu, Amlan and Soraghan, John and Di Caterina, Gaetano and Petropoulakis, Lykourgos; (2019) Human emotion recognition in video using subtraction pre-processing. In: ICMLC '19 Proceedings of the 2019 11th International Conference on Machine Learning and Computing. ACM, CHN, pp. 374-379. ISBN 978-1-4503-6600-7

2018

Zhao, Baixiang and Soraghan, John and Di Caterina, Gaetano and Petropoulakis, Lykourgos and Grose, Derek and Doshi, Trushali; (2018) Automatic 3D segmentation of MRI data for detection of head and neck cancerous lymph nodes. In: 2018 Signal Processing. IEEE, POL, pp. 298-303. ISBN 9788362065332

Singh, Harmeet and Controzzi, Marco and Cipriani, Christian and Di Caterina, Gaetano and Petropoulakis, Lykourgos and Soraghan, John; (2018) Online prediction of robot to human handover events using vibrations. In: 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, ITA, pp. 687-691. ISBN 9789082797015

Basu, Amlan and Petropoulakis, Lykourgos and Di Caterina, Gaetano and Soraghan, John (2018) Assistive technology evolving as intelligent system. In: International Conference on Computational Vision and Bio Inspired Computing, 2018-11-29 - 2018-11-30, Hotel Arcadia.

2017

Menon, Radhika and Di Caterina, Gaetano and Lakany, Heba and Petropoulakis, Lykourgos and Conway, Bernard A. and Soraghan, John J. (2017) Study on interaction between temporal and spatial information in classification of EMG signals in myoelectric prostheses. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 25 (10). pp. 1832-1842. ISSN 1534-4320

Menon, Radhika and Petropoulakis, Lykourgos and Soraghan, John and Lakany, Heba and MacKenzie, Kenneth and Hilmi, Omar and Di Caterina, Gaetano (2017) Automatic quantification of vocal cord movement symmetry based on fibre-optic nasendoscopy video processing. In: BLA Annual Conference 2017, 2017-09-29, Royal Society of Medicine.

Doshi, Trushali and Soraghan, John and Petropoulakis, Lykourgos and Di Caterina, Gaetano and Grose, Derek and Mackenzie, Kenneth and Wilson, Christina (2017) Automatic pharynx and larynx cancer segmentation framework (PLCSF) on contrast enhanced MR images. Biomedical Signal Processing and Control, 33. pp. 178-188. ISSN 1746-8094

Menon, Radhika and Petropoulakis, Lykourgos and Soraghan, John J. and Lakany, Heba and MacKenzie, Kenneth and Hilmi, Omar and Di Caterina, Gaetano; (2017) Automatic quantification of vocal cord paralysis - an application of fibre-optic endoscopy video processing. In: Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies. SCITEPRESS, PRT, pp. 108-113.

Doshi, T. and Wilson, C. and Paterson, C. and Lamb, C. and James, A. and MacKenzie, K. and Soraghan, J. and Petropoulakis, L. and Di Caterina, G. and Grose, D. (2017) Validation of a magnetic resonance imaging-based auto-contouring software tool for gross tumour delineation in head and neck cancer radiotheraphy planning. Clinical Oncology, 29 (1). pp. 60-67. ISSN 0936-6555

2016

Di Caterina, Gaetano and Doshi, Trushali and Soraghan, John J. and Petropoulakis, Lykourgos; (2016) A novel decentralised system architecture for multi-camera target tracking. In: Advanced Concepts for Intelligent Vision Systems (ACIVS2016). Lecture Notes in Computer Science, 10016 . Springer Berlin Heidelberg, ITA, pp. 92-104. ISBN 978-3-319-48679-6

Doshi, T. and Di Caterina, G. and Soraghan, J. and Petropoulakis, L. and Grose, D. and MacKenzie, K. and Wilson, C. (2016) Combining interpolation and 3D level set method (I+3DLSM) for medical image segmentation. Electronics Letters, 52 (8). pp. 592-594. ISSN 0013-5194

2015

Campbell, Sean and Doshi, Trushali and Soraghan, John and Petropoulakis, Lykourgos and Di Caterina, Gaetano and Grose, Derek and Mackenzie, Kenneth; (2015) 3-dimensional throat region segmentation from MRI data based on fourier interpolation and 3-dimensional level set methods. In: 2015 37th Annual International Conference of the IEEE engineering in Medicine and Biology Society (EMBC). IEEE, pp. 2419-2422. ISBN 978-1-4244-9270-1

Menon, Radhika and Di Caterina, Gaetano and Lakany, Heba and Petropoulakis, Lykourgos and Conway, Bernard and Soraghan, John; (2015) Automatic misclassification rejection for LDA classifier using ROC curves. In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, pp. 482-485. ISBN 978-1-4244-9270-1

Doshi, Trushali and Soraghan, John and Grose, Derek and MacKenzie, Kenneth and Petropoulakis, Lykourgos; Hadjiiski, Lubomir M. and Tourassi, Georgia D., eds. (2015) Automatic detection of larynx cancer from contrast-enhanced magnetic resonance images. In: Medical Imaging 2015. Proceedings of SPIE . SPIE, USA. ISBN 9781628415049

McCool, Paul and Petropoulakis, Lykourgos and Soraghan, John and Chatlani, Navin (2015) Improved pattern recognition classification accuracy for surface myoelectric signals using spectral enhancement. Biomedical Signal Processing and Control, 18. pp. 61-68. ISSN 1746-8094

Mat Ibrahim, Masrullizam and Soraghan, John J. and Petropoulakis, Lykourgos and Di Caterina, Gaetano (2015) Yawn analysis with mouth occlusion detection. Biomedical Signal Processing and Control, 18. pp. 360-369. ISSN 1746-8094

2014

Abd Manap, Nurulfajar and Mat Ibrahim, Masrullizam and Soraghan, John and Petropoulakis, Lykourgos (2014) Multi-camera view synthesis based on depth image layer separation (DILS) algorithm. Advanced Science Letters, 20 (10-12). pp. 1837-1841. ISSN 1936-7317

McCool, Paul and Chatlani, Navin and Petropoulakis, Lykourgos and Soraghan, John J. and Menon, Radhika and Lakany, Heba (2014) Lower arm electromyography (EMG) activity detection using local binary patterns. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 22 (5). pp. 1003-1012. ISSN 1534-4320

Beneteau, Armand and Di Caterina, Gaetano and Petropoulakis, Lykourgos and Soraghan, John; (2014) Low-cost wireless surface EMG sensor using the MSP430 microcontroller. In: 6th European Embedded Design in Education and Research Conference (EDERC), Milano, Italy, 2014. IEEE, Piscataway, NJ, pp. 264-268. ISBN 9781479968411

Doshi, Trushali and Soraghan, John and Grose, Derek and MacKenzie, Kenneth and Petropoulakis, Lykourgos; (2014) Modified fuzzy c-means clustering for automatic tongue base tumour extraction from MRI data. In: 2014 Proceedings of the 22nd European Signal Processing Conference (EUSIPCO). IEEE, PRT, 2460 - 2464. ISBN 9780992862619

McCool, Paul and Fraser, Graham D. and Chan, Adrian D. C. and Petropoulakis, Lykourgos and Soraghan, John J. (2014) Identification of contaminant type in surface electromyography (EMG) signals. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 22 (4). pp. 774-783. ISSN 1534-4320

Mat Ibrahim, Masrullizam and Soraghan, John and Petropoulakis, Lykourgos (2014) Eye-state analysis using an interdependence and adaptive scale mean shift (IASMS) algorithm. Biomedical Signal Processing and Control, 11. pp. 53-62. ISSN 1746-8094

Bin Safie, Sairul Izwan and Nurfazira, H and Azavitra, Z and Soraghan, John and Petropoulakis, Lykourgos; (2014) Pulse Active Transform (PAT): A non-invertible transformation with application to ECG biometric authentication. In: Region 10 Symposium, Kuala Lumpur, Malaysia. IEEE, 667 - 671. ISBN 978-1-4799-2028-0

2013

Haidawati Binti Mohamad Nasir, H and Bin Safie, Sairul Izwan and Kushsairy Bin Abdul Kadir, K and Soraghan, John and Petropoulakis, Lykourgos; (2013) Comparison of pulse active ratio similarity measurement. In: 1st International Conference on Artificial Intelligence, Modelling and Simulation (AIMS), 2013. IEEE, 309 - 314. ISBN 978-1-4799-3250-4

Doshi, Trushali and Soraghan, John and Petropoulakis, Lykourgos and Gross, Derek and MacKenzie, Kenneth; (2013) Semi-automatic segmentation of tongue tumors from magnetic resonance imaging. In: 2013 20th International Conference on Systems, Signals and Image Processing (IWSSIP). IEEE, ROM, pp. 143-146. ISBN 9781479909414

Abd Manap, Nurulfajar and Soraghan, John and Petropoulakis, Lykourgos; (2013) Depth image layers separation (DILS) algorithm for novel view synthesis. In: 2013 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, MYS, pp. 61-66. ISBN 9781479902675

Mat Ibrahim, Masrullizam and Soraghan, John and Petropoulakis, Lykourgos; (2013) Mouth covered detection for yawn. In: 2013 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, MYS, pp. 89-94. ISBN 9781479902675

Abd Manap, Nurulfajar and Soraghan, John and Petropoulakis, Lykourgos; (2013) Multi-level view synthesis (MLVS) based on depth image layer separation (DILS) algorithm for multi-camera view. In: 2013 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). IEEE, MYS, pp. 71-76. ISBN 9781479902675

Bin Safie, Sairul Izwan and Nur, Haris and Azavitra, Zainal and Soraghan, John and Petropoulakis, Lykourgos; (2013) Pulse active harmonic (PAH) features for ECG biometric authentication. In: 2013 1st International Conference on Artificial Intelligence, Modelling and Simulation (AIMS). IEEE, 255 - 260. ISBN 978-1-4799-3250-4

2012

Bin Hashim, Fakroul Ridzuan and Petropoulakis, Lykourgos and Soraghan, John and Bin Safie, Sairul Izwan; (2012) Wavelet based motion artifact removal for ECG signals. In: 2012 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES). IEEE, MYS, pp. 339-342. ISBN 9781467316644

Tsao, Gavin and Iyamu, Peter and Petropoulakis, Lykourgos and Atkinson, Robert and Andonovic, Ivan and Glover, Ian (2012) Measurements of MIMO-UWB indoor channel. In: 2012 International Symposium on Signals, Systems, and Electronics (ISSSE), 2012-10-03 - 2012-10-05.

McCool, Paul and Chatlani, Navin and Petropoulakis, Lykourgos and Soraghan, John and Menon, Radhika and Lakany, Heba (2012) 1-D local binary patterns for onset detection of myoelectric signals. In: 20th European Signal Processing Conference, 2012-09-27 - 2012-10-01, Bukarest.

McCool, Paul and Chatlani, Navin and Petropoulakis, Lykourgos and Soraghan, John and Menon, Radhika and Lakany, Heba; (2012) 1-D local binary patterns for onset detection of myoelectric signals. In: 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO). IEEE, ROM, pp. 499-503. ISBN 978-1-4673-1068-0

Mat Ibrahim, Masrullizam and Soraghan, John and Petropoulakis, Lykourgos; (2012) Non-rigid eye movement tracking and eye state quantification. In: 2012 19th International Conference on Systems, Signals and Image Processing (IWSSIP). IEEE, pp. 280-283. ISBN 9781457721915

Bin Hashim, Fakroul Ridzuan and Soraghan, John and Petropoulakis, Lykourgos (2012) Multi-classify hybrid multilayered perceptron (HMLP) network for pattern recognition applications. IFIP Advances in Information and Communication Technology, 381. pp. 19-27. ISSN 1868-4238

2011

Bin Safie, Sairul Izwan and Soraghan, John and Petropoulakis, Lykourgos; (2011) Pulse active mean (PAM) : a PIN supporting feature extraction algorithm for doubly secure authentication. In: 2011 7th International Conference on Information Assurance and Security (IAS). IEEE, MYS, pp. 210-214. ISBN 9781457721540

Bin Safie, Sairul Izwan and Soraghan, John and Petropoulakis, Lykourgos; (2011) ECG biometric authentication using pulse active width (PAW). In: 2011 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS. IEEE, ITA, pp. 21-26. ISBN 9781457707650

Bin Safie, Sairul Izwan and Soraghan, John and Petropoulakis, Lykourgos (2011) ECG based biometric for doubly secure authentication. In: 19th European Signal Processing Conference -EUSIPCO 2011, 2011-08-29 - 2011-09-02.

Tsao, Gavin and Sasloglou, Konstantinos and Petropoulakis, Lykourgos and Atkinson, Robert and Andonovic, Ivan and Glover, Ian; McCabti, Madjid and Abuelma'atti, Omar, eds. (2011) Development of a multiple-input multiple-output ultra-wideband system emulator. In: Proceedings of the 12th Annual Post Graduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting (PGNet2011). Liverpool John Moores University, School of Computing & Mathematical Sciences, GBR. ISBN 9781902560250

Bin Safie, Sairul Izwan and Soraghan, John and Petropoulakis, Lykourgos (2011) Pulse active bit (PAB) feature extractor for ECG biometric authentication. In: 18th International Conference on Systems, Signals and Image Processing (IWSSIP 2011), 2011-06-16 - 2011-06-18.

2010

Petropoulakis, Lykourgos and Khan, Muhammad Taha and Steedman, L. (2010) Identifying and recording user actions to enable automatic online assessment. International Journal of Technology Enhanced Learning, 2 (4). pp. 285-297. ISSN 1753-5255

Petropoulakis, Lykourgos and Khan, Muhammad Taha and Steedman, Linda (2010) BriteStep : automation in IT assessment. Communications in Computer and Information Science, 73. pp. 565-571.

2009

Petropoulakis, L. and Khan, Muhammad Taha and Steedman, L. (2009) Computer supported education: a system for automatic on-line assessment. Journal of Educational Computing Research. ISSN 0735-6331 (Unpublished)

2008

Petropoulakis, L. and Flood, F. (2008) Interactive student engagement using wireless handheld devices. International Journal of Engineering Education, 24 (1). pp. 46-55. ISSN 0949-149X

2007

Petropoulakis, L. and Flood, F. (2007) Design and development of a general purpose collaborative environment. International Journal of Computer Applications in Technology, 29 (1). pp. 2-10. ISSN 0952-8091

Shawky, A.M. and Ordys, A.W. and Petropoulakis, L. and Grimble, M.J. (2007) Position control of flexible manipulator using non-linear H∞ with state-dependent Riccati equation. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, 221 (3). pp. 475-486. ISSN 0959-6518

Stephen, B. and Petropoulakis, L. (2007) The design and implementation of an agent-based framework for acceptable usage policy monitoring and enforcement. Journal of Network and Computer Applications, 30 (2). pp. 445-465. ISSN 1084-8045

2006

Hur, S. and Petropoulakis, L.; (2006) Real-time path planning optimisation algorithm for obstacle avoidance. In: International Control Conference (ICC2006). University of Strathclyde, Glasgow, UK, pp. 62-68. ISBN 0947649549

2005

Petropoulakis, L. and Stephen, B. (2005) WebClass: software to web-enable MATLAB for collaborative use. Advances in Engineering Software, 36 (8). pp. 497-503. ISSN 0965-9978

Stephen, B. and Petropoulakis, L. (2005) An ambient monitoring system for unsupervised user modelling. Expert Systems with Applications, 28 (3). pp. 557-567. ISSN 0957-4174

2003

Petropoulakis, L. and Stephen, B. (2003) Resource sharing software for distance learning in engineering education. International Journal of Continuing Engineering Education and Lifelong Learning, 19 (3). pp. 371-378. ISSN 1560-4624

Petropoulakis, L. and Stephen, B. (2003) J-SIM: a GUI platform for real-time sharing of Matlab designs and simulations. International Journal of Continuing Engineering Education and Lifelong Learning, 13 (5-6). pp. 530-545. ISSN 1560-4624

2002

Petropoulakis, L. and McArthur, S.D.J. and McDonald, J.R. (2002) Agent-controlled internet tools for computer based distant training in industry and education. International Journal of Continuing Engineering Education and Lifelong Learning, 12 (1-4). pp. 267-276. ISSN 1560-4624

Shawky, A. and Petropoulakis, L. and Ordys, A.W. and Grimble, M.J. (2002) End-point control of a flexible-link manipulator using state-dependent Riccati equation technique. Archives of Control Sciences, 12 (3). pp. 191-207. ISSN 0004-072X

2000

Petropoulakis, Lykourgos; (2000) Intelligent control using agents and fuzzy behavioural structures. In: Proceedings of the 2000 IEEE International Symposium on Intelligent Control. IEEE, GRC, pp. 389-393. ISBN 0780364910

1994

Petropoulakis, Lykourgos; (1994) Robot assembly : an architecture to promote autonomy. In: Proceedings of the 20th International Conference on Industrial Electronics, Control and Instrumentation, 1994. IEEE, ITA, pp. 952-957. ISBN 0780313283