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Number of items: 86.

2025

Vicente-Sola, Alex and Manna, Davide L. and Kirkland, Paul and Di Caterina, Gaetano and Bihl, Trevor J. (2025) Spiking Neural Networks for event-based action recognition : a new task to understand their advantage. Neurocomputing, 611. 128657. ISSN 0925-2312

2024

Manna, Davide Liberato and Di Caterina, Gaetano and Vicente Sola, Alex and Kirkland, Paul; (2024) An approach to time series forecasting with derivative spike encoding and spiking neural networks. In: Proceedings of the 58th Annual Hawaii International Conference on System Sciences, HICSS 2025. Proceedings of the Annual Hawaii International Conference on System Sciences . Shidler College of Business, University of Hawaii at Manoa, USA. (In Press)

Moguilner, Sebastian and Baez, Sandra and Hernandez, Hernan and Migeot, Joaquín and Legaz, Agustina and Gonzalez-Gomez, Raul and Farina, Francesca R. and Prado, Pavel and Cuadros, Jhosmary and Tagliazucchi, Enzo and Altschuler, Florencia and Maito, Marcelo Adrián and Godoy, María E. and Cruzat, Josephine and Valdes-Sosa, Pedro A. and Lopera, Francisco and Ochoa-Gómez, John Fredy and Hernandez, Alfredis Gonzalez and Bonilla-Santos, Jasmin and Gonzalez-Montealegre, Rodrigo A. and Anghinah, Renato and d’Almeida Manfrinati, Luís E. and Fittipaldi, Sol and Medel, Vicente and Olivares, Daniela and Yener, Görsev G. and Escudero, Javier and Babiloni, Claudio and Whelan, Robert and Güntekin, Bahar and Yırıkoğulları, Harun and Santamaria-Garcia, Hernando and Lucas, Alberto Fernández and Huepe, David and Di Caterina, Gaetano and Soto-Añari, Marcio and Birba, Agustina and Sainz-Ballesteros, Agustin and Coronel-Oliveros, Carlos and Yigezu, Amanuel and Herrera, Eduar and Abasolo, Daniel and Kilborn, Kerry and Rubido, Nicolás and Clark, Ruaridh A. and Herzog, Ruben and Yerlikaya, Deniz and Hu, Kun and Parra, Mario A. and Reyes, Pablo and García, Adolfo M. and Matallana, Diana L. and Avila-Funes, José Alberto and Slachevsky, Andrea and Behrens, María I. and Custodio, Nilton and Cardona, Juan F. and Barttfeld, Pablo and Brusco, Ignacio L. and Bruno, Martín A. and Sosa Ortiz, Ana L. and Pina-Escudero, Stefanie D. and Takada, Leonel T. and Resende, Elisa and Possin, Katherine L. and de Oliveira, Maira Okada and Lopez-Valdes, Alejandro and Lawlor, Brian and Robertson, Ian H. and Kosik, Kenneth S. and Duran-Aniotz, Claudia and Valcour, Victor and Yokoyama, Jennifer S. and Miller, Bruce and Ibanez, Agustin (2024) Brain clocks capture diversity and disparities in aging and dementia across geographically diverse populations. Nature Medicine. ISSN 1078-8956

Manna, Davide Liberato and Vicente-Sola, Alex and Kirkland, Paul and Bihl, Trevor Joseph and Di Caterina, Gaetano (2024) Time series forecasting via derivative spike encoding and bespoke loss functions for SNNs. Computers, 13 (8). 202. ISSN 2073-431X

Hernandez, Hernan and Baez, Sandra and Medel, Vicente and Moguilner, Sebastian and Cuadros, Jhosmary and Santamaria-Garcia, Hernando and Tagliazucchi, Enzo and Valdes-Sosa, Pedro A. and Lopera, Francisco and OchoaGómez, John Fredy and González Hernández, Alfredis and Bonilla-Santos, Jasmin and González-Montealegre, Rodrigo A. and Aktürk, Tuba and Yıldırım, Ebru and Anghinah, Renato and Legaz, Agustina and Fittipaldi, Sol and Yener, Görsev G. and Escudero, Javier and Babiloni, Claudio and Lopez, Susanna and Whelan, Robert and Fernández Lucas, Alberto A. and García, Adolfo M. and Huepe, David and Di Caterina, Gaetano and Soto-Añari, Marcio and Birba, Agustina and Sainz-Ballesteros, Agustín and Coronel, Carlos and Herrera, Eduar and Abasolo, Daniel and Kilborn, Kerry and Rubido, Nicolás and Clark, Ruaridh and Herzog, Ruben and Yerlikaya, Deniz and Güntekin, Bahar and Parra, Mario A. and Prado, Pavel and Ibanez, Agustin (2024) Brain health in diverse settings : how age, demographics and cognition shape brain function. NeuroImage, 295. 120636. ISSN 1053-8119

Pannir Selvam, Durai Arun and Wilmshurst, Alan and Thomas, Kevin and Di Caterina, Gaetano; (2024) Bi-modal accuracy distribution in quantisation aware training of SNNs : an investigation. In: SPIE Sensors + Imaging. SPIE, GBR. (In Press)

Vint, David and Di Caterina, Gaetano and Kirkland, Paul and Lamb, Robert; (2024) Deep learning-based turbulence mitigation for long-range imaging. In: SPIE Sensors + Imaging. SPIE, GBR. (In Press)

Bent, Graham and Davies, Cai and Roig Vilamala, Marc and Li, Yuhua and Preece, Alun and Di Caterina, Gaetano and Vicente Sola, Alex and Kirkland, Paul and Pearson, Gavin and Tutcher, Benomy; (2024) A demonstration of vector symbolic architecture as an effective integrated technology for AI at the network edge. In: SPIE Sensors + Imaging. SPIE, GBR. (In Press)

Bent, Graham and Davies, Cai and Roig Vilamala, Marc and Li, Yuhua and Preece, Alun and Vicente Sola, Alex and Di Caterina, Gaetano and Kirkland, Paul and Tutcher, Benomy and Pearson, Gavin; (2024) The transformative potential of vector symbolic architecture for cognitive processing at the network edge. In: SPIE Sensors + Imaging. SPIE, GBR. (In Press)

Chaudhari, Pranav and Vicente-Sola, Alex and Basu, Amlan and Manna, Davide L. and Kirkland, Paul and Di Caterina, Gaetano (2024) Sign language recognition using spiking neural networks. Procedia Computer Science, 235. pp. 2674-2683. ISSN 1877-0509

Di Caterina, Gaetano and Zhang, Malu and Liu, Jundong (2024) Editorial : Theoretical advances and practical applications of spiking neural networks. Frontiers in Neuroscience, 18. 1406502. ISSN 1662-453X

Robertson, Joshua and Kirkland, Paul and Di Caterina, Gaetano and Hurtado, Antonio (2024) VCSEL-based photonic spiking neural networks for ultrafast detection and tracking. Neuromorphic Computing and Engineering, 4 (1). 014010. ISSN 2634-4386

Bihl, Trevor J. and Farr, Patrick and Di Caterina, Gaetano and Kirkland, Paul and Vicente Sola, Alex and Manna, Davide and Liu, Jundong and Combs, Kara; Bui, Tung X., ed. (2024) Exploring spiking neural networks (SNN) for low Size, Weight, and Power (SWaP) benefits. In: Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Proceedings of the Annual Hawaii International Conference on System Sciences . Shidler College of Business, University of Hawaii at Manoa, USA, pp. 7561-7570. ISBN 9780998133171

2023

Vint, D. and Di Caterina, G. and Kirkland, P. and Lamb, R.A. and Humphreys, D. (2023) Simulation of anisoplanatic turbulence for images and videos. In: Sensor Signal Processing for Defence 2023, 2023-09-12 - 2023-09-13.

Gong, Ming and Soraghan, John and Di Caterina, Gaetano and Li, Xiaoquan and Grose, Derek (2023) A boundary optimization scheme for liver tumors from CT images. In: 31st European Signal Processing Conference, 2023-09-04 - 2023-09-08.

Kirkland, Paul and Clemente, Carmine and Macdonald, Malcolm and Di Caterina, Gaetano and Meoni, Gabriele; (2023) Neuromorphic sensing and processing for space domain awareness. In: 2023 International Geoscience and Remote Sensing Symposium, IGARSS2023 - Proceedings. IEEE, Piscataway, NJ..

Manna, Davide L. and Vicente-Sola, Alex and Kirkland, Paul and Bihl, Trevor J. and Di Caterina, Gaetano (2023) Frameworks for SNN : a review of data science-oriented software and an expansion of SpykeTorch. In: Engineering Applications and Advances of Artificial Intelligence, 2023-06-14 - 2023-06-17, University of León.

2022

Kirkland, Paul and Manna, Davide and Vicente Sola, Alex and Di Caterina, Gaetano (2022) Unsupervised spiking instance segmentation on event data using STDP features. IEEE Transactions on Computers, 71 (11). pp. 2728-2739. ISSN 0018-9340

Manna, Davide L and Vicente-Sola, Alex and Kirkland, Paul and Bihl, Trevor J and Di Caterina, Gaetano (2022) Simple and complex spiking neurons : perspectives and analysis in a simple STDP scenario. Neuromorphic Computing and Engineering, 2 (4). 044009. ISSN 2634-4386

Vicente-Sola, Alex and Manna, Davide L and Kirkland, Paul and Di Caterina, Gaetano and Bihl, Trevor (2022) Keys to accurate feature extraction using residual spiking neural networks. Neuromorphic Computing and Engineering, 2 (4). 044001. ISSN 2634-4386

Kirkland, Paul and Di Caterina, Gaetano; (2022) Movement classification and segmentation using event-based sensing and spiking neural networks. In: 2022 Sensor Signal Processing for Defence Conference, SSPD 2022 - Proceedings. 2022 Sensor Signal Processing for Defence Conference, SSPD 2022 - Proceedings . IEEE, GBR. ISBN 9781665483483

Douglas, Fraser and Gover, Harry and Docherty, Cheryl and Shields, Gordon and Leventi, Konstantina and Di Caterina, Gaetano (2022) An exploration of the optimal feature-classifier combinations for transradial prosthesis control. In: Engineering in Medicine and Biology Conference, 2022-07-11 - 2022-07-15.

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.

Thompson, Bethany H. and Di Caterina, Gaetano and Voisey, Jeremy P.; (2022) Pseudo-label refinement using superpixels for semi-supervised brain tumour segmentation. In: 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI). IEEE International Symposium on Biomedical Imaging (ISBI), 978166542 . IEEE, IND, pp. 1-5. ISBN 9781665429238

Robertson, Joshua and Kirkland, Paul and Alanis, Juan Arturo and Hejda, Matěj and Bueno, Julián and Di Caterina, Gaetano and Hurtado, Antonio (2022) Ultrafast neuromorphic photonic image processing with a VCSEL neuron. Scientific Reports, 12. 4874. ISSN 2045-2322

2021

Gong, Ming and Soraghan, John and Di Caterina, Gaetano and Grose, Derek (2021) A U-Net based multi-scale feature extraction for liver tumour segmentation in CT images. In: 10th International Conference on Communications, Signal Processing, and Systems, 2021-08-21 - 2021-08-22.

Bhat, Pranab Gajanan and Subudhi, Badri Narayan and Veerakumar, T. and Di Caterina, Gaetano and Soraghan, John J. (2021) Target tracking using a mean-shift occlusion aware particle filter. IEEE Sensors Journal, 21 (8). pp. 10112-10121. ISSN 1530-437X

Kaewrak, Keerati and Soraghan, John and Di Caterina, Gaetano and Grose, Derek; Crimi, Alessandro and Bakas, Spyridon, eds. (2021) TwoPath U-Net for automatic brain tumor segmentation from multimodal MRI data. In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. Springer International Publishing AG, Cham, 300–309. ISBN 9783030720872

Vint, David and Anderson, Matthew and Yang, Yuhao and Ilioudis, Christos and Di Caterina, Gaetano and Clemente, Carmine (2021) Automatic target recognition in low resolution foliage penetrating SAR using CNNs and GANs. Remote Sensing, 13 (4). 596. ISSN 2072-4292

2020

Kaewrak, Keerati and Soraghan, John and Di Caterina, Gaetano and Grose, Derek (2020) Automatic brain tumour regions segmentation using modified U-Net. Academic Journal for Thai Researchers in Europe, 1 (1). pp. 45-48. ISSN 2730-2784

Xing, Yannan and Di Caterina, Gaetano and Soraghan, John (2020) A new spiking convolutional recurrent neural network (SCRNN) with applications to event-based hand gesture recognition. Frontiers in Neuroscience, 14. 590164. ISSN 1662-453X

Kirkland, Paul and Di Caterina, Gaetano and Soraghan, John and Matich, George (2020) Perception understanding action : adding understanding to the perception action cycle with spiking segmentation. Frontiers in Neurorobotics, 14. 568319. ISSN 1662-5218

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

Kirkland, Paul and Di Caterina, Gaetano and Soraghan, John and Matich, George; (2020) SpikeSEG : Spiking segmentation via STDP saliency mapping. In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, GBR. ISBN 978-1-7281-6926-2

Kirkland, Paul and Di Caterina, Gaetano and Soraghan, John and Matich, George; Buller, Gerald S. and Hollins, Richard C. and Lamb, Robert A. and Laurenzis, Martin and Camposeo, Andrea and Farsari, Maria and Persano, Luana and Busse, Lynda E., eds. (2020) Neuromorphic technologies for defence and security. In: Emerging Imaging and Sensing Technologies for Security and Defence V; and Advanced Manufacturing Technologies for Micro- and Nanosystems in Security and Defence III. Proceedings of SPIE . SPIE, Bellingham, Washington. ISBN 9781510638945

Vint, David and Di Caterina, Gaetano and Soraghan, John and Lamb, Robert and Humphreys, David; Dijk, Judith, ed. (2020) Analysis of deep learning architectures for turbulence mitigation in long-range imagery. In: Artificial Intelligence and Machine Learning in Defense Applications II. SPIE, Bellingham, WA..

Kirkland, Paul and Kapitany, Valentin and Lyons, Ashley and Soraghan, John and Turpin, Alex and Faccio, Daniele and Di Caterina, Gaetano; Buller, Gerald S. and Hollins, Richard C. and Lamb, Robert A. and Laurenzis, Martin and Camposeo, Andrea and Farsari, Maria and Persano, Luana and Busse, Lynda E., eds. (2020) Imaging from temporal data via spiking convolutional neural networks. In: Emerging Imaging and Sensing Technologies for Security and Defence V; and Advanced Manufacturing Technologies for Micro- and Nanosystems in Security and Defence III. SPIE, Bellingham, Washington. ISBN 9781510638938

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.

Kirkland, Paul and Di Caterina, Gaetano and Soraghan, John and Thomas, Kevin and Matich, George (2020) Neuromorphic engineering : taking AI to the edge. Polaris Innovation Journal.

Stamoulakatos, Anastasios and Cardona, Javier and McCaig, Chris and Murray, David and Filius, Hein and Atkinson, Robert and Bellekens, Xavier and Michie, Craig and Andonovic, Ivan and Lazaridis, Pavlos and Hamilton, Andrew and Hossain, Md. Moinul and Di Caterina, Gaetano and Tachtatzis, Christos (2020) Automatic annotation of subsea pipelines using deep learning. Sensors, 20 (3). 674. ISSN 1424-8220

2019

Xing, Yannan and Ke, Weijie and Di Caterina, Gaetano and Soraghan, John (2019) Noise reduction using neural lateral inhibition for speech enhancement. International Journal of Machine Learning and Computing. ISSN 2010-3700 (In Press)

Kirkland, Paul and Di Caterina, Gaetano and Soraghan, John and Andreopoulos, Yiannis and Matich, George (2019) UAV detection : a STDP trained deep convolutional spiking neural network retina-neuromorphic approach. In: 28th International Conference on Artificial Neural Networks 2019, 2019-09-17 - 2019-09-19, Klinikum rechts der Isar, Technische Universität München.

Kaewrak, Keerati and Soraghan, John and Di Caterina, Gaetano and Grose, Derek (2019) Modified U-Net for automatic brain tumor regions segmentation. In: 27th European Signal Processing Conference, 2019-09-02 - 2019-09-06.

Zhao, Baixiang and Soraghan, John and Di Caterina, Gaetano and Grose, Derek (2019) Segmentation of head and neck tumours using modified U-net. In: 27th European Signal Processing Conference, 2019-09-02 - 2019-09-06.

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)

Vint, D. and Di Caterina, G. and Soraghan, J. J. and Lamb, R. A. and Humphreys, D. (2019) Evaluation of performance of VDSR super resolution on real and synthetic images. In: Sensor Signal Processing for Defence 2019, 2019-05-09 - 2019-05-10.

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

Zhao, Baixiang and Soraghan, John and Grose, Derek and Doshi, Trushali and Di-Caterina, Gaetano; Tabus, I. and Larabi, C. and Battisti, F. and Egiazarian, K. and Oudre, L. and Beghdadi, A., eds. (2019) Automatic 3D detection and segmentation of head and neck cancer from MRI data. In: Proceedings of the 2018 7th European Workshop on Visual Information Processing, EUVIP 2018. IEEE, FIN. ISBN 9781538668979

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.

Xing, Y and Kirkland, P and Di Caterina, G and Soraghan, J and Matich, G (2018) Real-time embedded intelligence system : emotion recognition on Raspberry Pi with Intel NCS. In: 27th International Conference on Artificial Neural Networks, 2018-10-05 - 2018-10-07.

Wu, Huiyi and Soraghan, John and Lowit, Anja and Di Caterina, Gaetano (2018) A deep learning method for pathological voice detection using convolutional deep belief networks. In: Interspeech 2018, 2018-09-02 - 2018-09-06.

Wu, Huiyi and Soraghan, John and Lowit, Anja and Di Caterina, Gaetano (2018) Convolutional neural networks for pathological voice detection. In: 40th International Conference of the IEEE Engineering in Medicine and Biology Society, 2018-07-17 - 2018-07-21.

2017

Ijitona, T B and Soraghan, J J and Lowit, A and Di-Caterina, G and Yue, H; (2017) Effects of acoustic features modifications on the perception of dysarthric speech - preliminary study (pitch, intensity and duration modifications). In: IET 3rd International Conference on Intelligent Signal Processing (ISP 2017). Institution of Engineering and Technology, GBR. ISBN 978-1-78561-707-2

Ijitona, T B and Soraghan, J J and Lowit, A and Di-Caterina, G and Yue, H (2017) Automatic detection of speech disorder in dysarthria using extended speech feature extraction and neural networks classification. In: The 3rd International Conference on Intelligent Signal Processing, 2017-12-04 - 2017-12-05, Savoy Place.

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

Ijitona, Tolulope and Di Caterina, Gaetano and Yue, Hong and Soraghan, John (2016) Prosodic feature extraction for assessment and treatment of dysarthria. In: UK Speech Conference 2016, 2015-07-20 - 2016-06-21, University of Sheffield.

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

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

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

Zabalza, Jaime and Clemente, Carmine and Di Caterina, Gaetano and Ren, Jinchang and Soraghan, John J. and Marshall, Stephen (2014) Robust PCA for micro-doppler classification using SVM on embedded systems. IEEE Transactions on Aerospace and Electronic Systems, 50 (3). pp. 2304-2310. ISSN 0018-9251

Di Caterina, G. and Soraghan, J. J.; (2014) A robust, precise and flexible tracking algorithm based on IMS and SWAD. In: 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, GBR, pp. 6588-6592. ISBN 9781479928927

2012

Zabalza, Jaime and Ren, Jinchang and Clemente, Carmine and Di Caterina, Gaetano and Soraghan, John; (2012) Embedded SVM on TMS320C6713 for signal prediction in classification and regression applications. In: 2012 5th European DSP Education and Research Conference (EDERC). IEEE, pp. 90-94. ISBN 978-1-4673-4595-8

Lipinski, P. and McCabe, S. and Stark, A. and Di Caterina, G. and Clemente, C. and Soraghan, J.J.; (2012) RoboKinect - a low-cost mobile vision system for 2.5D object detection. In: 2012 5th European DSP Education and Research Conference (EDERC). IEEE, pp. 276-280. ISBN 978-1-4673-4595-8

Di Caterina, Gaetano and Soraghan, John (2012) Robust complete occlusion handling in adaptive template matching target tracking. Electronics Letters, 48 (14). pp. 831-832. ISSN 0013-5194

Di Caterina, Gaetano and Abd Manap, Nurulfajar and Mat Ibrahim, Masrullizam and Soraghan, John J.; Abderrahim, Elmoataz and Mammass, Driss and Lezoray, Olivier, eds. (2012) Real time door access event detection and notification in a reactive smart surveillance system. In: Image and Signal Processing. Lecture Notes in Computer Science, 7340 . Springer-Verlag Berlin Heidelberg, MAR, pp. 459-467. ISBN 9783642312533

Di Caterina, G. and Soraghan, J. J. (2012) Adaptive template matching algorithm based on SWAD for robust target tracking. Electronics Letters, 48 (5). pp. 261-262. ISSN 0013-5194

Di Caterina, Gaetano and Hunter, Iain and Soraghan, John J.; Blanc-Talon, Jacques and Philips, Wilfried and Popescu, Dan and Scheunders, Paul and Zemčík, Pavel, eds. (2012) DSP embedded smart surveillance sensor with robust SWAD-based tracker. In: Advanced Concepts for Intelligent Vision Systems. Lecture Notes in Computer Science, 7517 . Springer Berlin Heidelberg, CZE, pp. 48-58. ISBN 9783642331398