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2020
Open Access
File
Gesture recognition
Prosthetics
Neural networks
Deep learning
2 Downloads (Pure)
Open Access
File
Solar radiation
Remote sensing
Orbits
Earth (planet)
Propellants
2019
23 Downloads (Pure)
Open Access
File
Partial discharges
Signal detection
Cables
Information theory
Cost functions
5 Downloads (Pure)

Automatic 3D detection and segmentation of head and neck cancer from MRI data

Zhao, B., Soraghan, J., Grose, D., Doshi, T. & Di-Caterina, G., 17 Jan 2019, Proceedings of the 2018 7th European Workshop on Visual Information Processing, EUVIP 2018. Tabus, I., Larabi, C., Battisti, F., Egiazarian, K., Oudre, L. & Beghdadi, A. (eds.). Piscataway, NJ: IEEE, Vol. 2018-November. 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Magnetic resonance
Tumors
Imaging techniques
Standardization
Interpolation
2 Citations (Scopus)
54 Downloads (Pure)

CubeSat-based passive bistatic radar for space situational awareness: a feasibility study

Persico, A. R., Kirkland, P., Clemente, C., Soraghan, J. J. & Vasile, M., 28 Feb 2019, In : IEEE Transactions on Aerospace and Electronic Systems. 55, 1, p. 476-485 10 p., 8387455.

Research output: Contribution to journalArticle

Open Access
File
Orbits
Radar
Satellites
Space debris
Radar systems
75 Downloads (Pure)

Dense convolutional networks for efficient video analysis

Jin, T., He, Z., Basu, A., Soraghan, J., Di Caterina, G. & Petropoulakis, L., 27 Feb 2019, (Accepted/In press) 2019 The 5th International Conference on Control, Automation and Robotics (ICCAR 2019). Piscataway, N.J.: IEEE, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Neural networks
Gesture recognition
Optical flows
Network architecture
Merging
46 Downloads (Pure)

Evaluation of performance of VDSR super resolution on real and synthetic images

Vint, D., Di Caterina, G., Soraghan, J. J., Lamb, R. A. & Humphreys, D., 9 May 2019. 5 p.

Research output: Contribution to conferencePaper

Open Access
File
Optical transfer function
Image resolution
Image quality
Signal to noise ratio
Frequency response
13 Downloads (Pure)
Open Access
File
Radar systems
Sensors
Matched filters
31 Downloads (Pure)

GNSS based passive radar for UAV monitoring

Ilioudis, C. V., Cao, J., Theodorou, I., Striano, P., Coventry, W., Clemente, C. & Soraghan, J., 16 Sep 2019. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
Unmanned aerial vehicles (UAV)
Navigation
Radar
Satellites
Signal reconstruction
7 Downloads (Pure)

GNSS based passive UAV monitoring: feasibility study

Ilioudis, C., Clemente, C. & Soraghan, J., 7 Nov 2019, In : IET Radar, Sonar and Navigation. 9 p.

Research output: Contribution to journalArticle

Open Access
File
Unmanned aerial vehicles (UAV)
Navigation
Satellites
Monitoring
Parameter estimation
8 Downloads (Pure)

Human emotion recognition in video using subtraction pre-processing

He, Z., Jin, T., Basu, A., Soraghan, J., Di Caterina, G. & Petropoulakis, L., 22 Feb 2019, ICMLC '19 Proceedings of the 2019 11th International Conference on Machine Learning and Computing. New York, p. 374-379 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Processing
Neural networks
Learning systems
Robotics
Deep learning
5 Downloads (Pure)

Indoor home scene recognition using capsule neural networks

Basu, A., Petropoulakis, L., Di Caterina, G. & Soraghan, J., 25 Jul 2019, (Accepted/In press) In : Procedia Computer Science. 9 p.

Research output: Contribution to journalConference Contribution

Open Access
File
Neural networks
Intelligent systems
Testing
9 Downloads (Pure)

Loudspeaker analysis: a radar based approach

Izzo, A., Ausiello, L., Clemente, C. & Soraghan, J. J., 9 Oct 2019, (Accepted/In press) In : IEEE Sensors Journal. p. 1-15 15 p.

Research output: Contribution to journalArticle

Open Access
File
Loudspeakers
loudspeakers
radar
Radar
signature analysis
6 Downloads (Pure)

Modified U-Net for automatic brain tumor regions segmentation

Kaewrak, K., Soraghan, J., Di Caterina, G. & Grose, D., 5 Sep 2019. 5 p.

Research output: Contribution to conferencePaper

Open Access
File
Tumors
Brain
Image classification
Network architecture
Image segmentation
10 Downloads (Pure)

Noise reduction using neural lateral inhibition for speech enhancement

Xing, Y., Ke, W., Di Caterina, G. & Soraghan, J., 10 Oct 2019, (Accepted/In press) In : International Journal of Machine Learning and Computing. 6 p.

Research output: Contribution to journalArticle

Open Access
File
Speech enhancement
Noise abatement
Neurons
Additive noise
Network architecture
11 Downloads (Pure)
Open Access
File
Ballistics
Ammunition
Barreling
Ballistic missiles
Radon
1 Citation (Scopus)
11 Downloads (Pure)

Performance of a communicating radar using FSK and fractional fourier transform for automotive applications

Striano, P., Ilioudis, C. V., Clemente, C. & Soraghan, J. J., 14 May 2019, 2019 IEEE Radio and Wireless Symposium, RWS 2019. Piscataway, N.J.: IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Frequency shift keying
Fourier transforms
Communication systems
Radar
Radar systems
6 Downloads (Pure)

Segmentation of head and neck tumours using modified U-net

Zhao, B., Soraghan, J., Di Caterina, G. & Grose, D., 2 Sep 2019. 4 p.

Research output: Contribution to conferencePaper

Open Access
File
Magnetic resonance
Tumors
Neck
Head
Magnetic Resonance Imaging
7 Downloads (Pure)

UAV detection: a STDP trained deep convolutional spiking neural network retina-neuromorphic approach

Kirkland, P., Di Caterina, G., Soraghan, J., Andreopoulos, Y. & Matich, G., 18 Sep 2019, p. 724-736. 13 p.

Research output: Contribution to conferencePaper

Open Access
File
Unmanned aerial vehicles (UAV)
Plasticity
Neural networks
Sensors
Lighting
2018
5 Citations (Scopus)
101 Downloads (Pure)
Open Access
File
Bayesian networks
Neural networks
Backpropagation
Speech recognition
Learning algorithms
16 Downloads (Pure)

A novel wavelet selection scheme for partial discharge signal denoising

Liu, J., Siew, W. H., Soraghan, J. J. & Morris, E. A., 29 Nov 2018, p. 1-4. 4 p.

Research output: Contribution to conferencePoster

Open Access
File
Signal denoising
Partial discharges
Signal to noise ratio
Wavelet decomposition
Entropy
2 Downloads (Pure)

Assistive technology evolving as intelligent system

Basu, A., Petropoulakis, L., Di Caterina, G. & Soraghan, J., 5 Nov 2018, (Accepted/In press). 12 p.

Research output: Contribution to conferencePaper

Open Access
File
Intelligent systems
17 Downloads (Pure)

Automatic 3D segmentation of MRI data for detection of head and neck cancerous lymph nodes

Zhao, B., Soraghan, J., Di Caterina, G., Petropoulakis, L., Grose, D. & Doshi, T., 6 Dec 2018, 2018 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA). Piscataway, NJ: IEEE, p. 298-303 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Neck
Lymph Nodes
Head
Magnetic Resonance Imaging
Artifacts
14 Downloads (Pure)
Open Access
File
Direction of arrival
Radar systems
Modulation
Polynomials
Antennas
21 Downloads (Pure)
Open Access
File
Frequency shift keying
Fourier transforms
Radar
Communication
Telecommunication links
2 Citations (Scopus)
74 Downloads (Pure)

Convolutional neural networks for pathological voice detection

Wu, H., Soraghan, J., Lowit, A. & Di Caterina, G., 17 Jul 2018. 4 p.

Research output: Contribution to conferencePaper

Open Access
File
Neural networks
Feature extraction
Signal processing
Screening
Classifiers
2 Citations (Scopus)
33 Downloads (Pure)

Covariance symmetries detection in PolInSAR data

Tahraoui, S., Clemente, C., Pallotta, L., Soraghan, J. J. & Ouarzeddine, M., 11 Jul 2018, In : IEEE Transactions on Geoscience and Remote Sensing. 13 p.

Research output: Contribution to journalArticle

Open Access
File
Polarimeters
Synthetic aperture radar
interferometry
Interferometry
symmetry
5 Downloads (Pure)

Knowledge based fundamental and harmonic frequency detection in polyphonic music analysis

Li, X., Yan, Y., Ren, J., Zhao, H., Zhao, S., Soraghan, J. & Durrani, T., 7 Jun 2018, Communications, Signal Processing, and Systems: Proceedings of the 2017 International Conference on Communications, Signal Processing, and Systems. Liang, Q., Mu, J., Jia, M., Wang, W., Feng, X. & Zhang, B. (eds.). Singapore: Springer, p. 591-599 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Frequency domain analysis
Processing
15 Downloads (Pure)

Online prediction of robot to human handover events using vibrations

Singh, H., Controzzi, M., Cipriani, C., Di Caterina, G., Petropoulakis, L. & Soraghan, J., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). Piscataway, NJ: IEEE, p. 687-691 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Robotics
Robots
Neural networks
Vibrators
Accelerometers
82 Downloads (Pure)

Real-time embedded intelligence system: emotion recognition on Raspberry Pi with Intel NCS

Xing, Y., Kirkland, P., Di Caterina, G., Soraghan, J. & Matich, G., 5 Oct 2018, p. 801-808. 8 p.

Research output: Contribution to conferencePaper

Open Access
File
Neural networks
Processing
Embedded systems
Computer vision
Field programmable gate arrays (FPGA)
12 Citations (Scopus)
43 Downloads (Pure)

Waveform design for communicating radar systems using fractional Fourier transform

Gaglione, D., Clemente, C., Ilioudis, C. V., Persico, A. R., Proudler, I. K., Soraghan, J. J. & Farina, A., 30 Sep 2018, In : Digital Signal Processing. 80, p. 57-69 13 p.

Research output: Contribution to journalArticle

Open Access
File
Radar systems
Fourier transforms
Radar
Communication
Orthogonal frequency division multiplexing
2 Citations (Scopus)
36 Downloads (Pure)
Open Access
File
Speech Disorders
Dysarthria
manipulation
Communication
Therapeutics
2017
47 Downloads (Pure)
Open Access
File
Speech Disorders
Dysarthria
Feature extraction
Neural networks
Weights and Measures
6 Citations (Scopus)
23 Downloads (Pure)

Automatic pharynx and larynx cancer segmentation framework (PLCSF) on contrast enhanced MR images

Doshi, T., Soraghan, J., Petropoulakis, L., Di Caterina, G., Grose, D., Mackenzie, K. & Wilson, C., 1 Mar 2017, In : Biomedical Signal Processing and Control. 33, p. 178-188 11 p.

Research output: Contribution to journalArticle

Open Access
File
Laryngeal Neoplasms
Magnetic resonance
Pharynx
Gadolinium
Radiotherapy
19 Downloads (Pure)
Open Access
File
Vocal Cords
Fiber optics
Processing
Pathology
Paralysis
111 Downloads (Pure)

Automatic quantification of vocal cord paralysis - an application of fibre-optic endoscopy video processing

Menon, R., Petropoulakis, L., Soraghan, J. J., Lakany, H., MacKenzie, K., Hilmi, O. & Di Caterina, G., 23 Feb 2017, Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies : BIOIMAGING. Setúbal, Portugal, Vol. 2. p. 108-113 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Vocal Cord Paralysis
Endoscopy
Vocal Cords
Fiber optics
Stroboscopy
33 Citations (Scopus)
131 Downloads (Pure)

Automatic recognition of military vehicles with Krawtchouk moments

Clemente, C., Pallotta, L., Gaglione, D., De Maio, A. & Soraghan, J. J., 28 Feb 2017, In : IEEE Transactions on Aerospace and Electronic Systems. 53, 1, p. 493-500 8 p.

Research output: Contribution to journalArticle

Open Access
File
Military vehicles
Automatic target recognition
Synthetic aperture radar
22 Citations (Scopus)
48 Downloads (Pure)

Cognitive fusion of thermal and visible imagery for effective detection and tracking of pedestrians in videos

Yan, Y., Ren, J., Zhao, H., Sun, G., Wang, Z., Zheng, J., Marshall, S. & Soraghan, J., 4 Dec 2017, In : Cognitive Computation. 11 p.

Research output: Contribution to journalArticle

Open Access
File
Imagery (Psychotherapy)
Fusion reactions
Hot Temperature
Noise
Benchmarking
10 Citations (Scopus)
355 Downloads (Pure)

Detecting covariance symmetries for classification of polarimetric SAR images

Pallotta, L., Clemente, C., De Maio, A. & Soraghan, J. J., 31 Jan 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 1, p. 80-95 16 p.

Research output: Contribution to journalArticle

Open Access
File
symmetry
synthetic aperture radar
matrix
Pixels
pixel
19 Downloads (Pure)

Effects of acoustic features modifications on the perception of dysarthric speech - preliminary study (pitch, intensity and duration modifications)

Ijitona, T. B., Soraghan, J. J., Lowit, A., Di-Caterina, G. & Yue, H., 5 Dec 2017, IET 3rd International Conference on Intelligent Signal Processing (ISP 2017). London, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Speech Perception
Acoustics
Dysarthria
Cues
Speech Acoustics
5 Citations (Scopus)
10 Downloads (Pure)

Enhancing polynomial MUSIC algorithm for coherent broadband sources through spatial smoothing

Coventry, W., Clemente, C. & Soraghan, J., 23 Oct 2017, 25th European Signal Processing Conference, EUSIPCO 2017. Piscataway, NJ.: IEEE, Vol. 2017-January. p. 2448-2452 5 p. 8081650

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Covariance matrix
Polynomials
Direction of arrival
28 Citations (Scopus)
167 Downloads (Pure)

Micro-Doppler-based in-home aided and unaided walking recognition with multiple radar and sonar systems

Gurbuz, S. Z., Clemente, C., Balleri, A. & Soraghan, J. J., 24 Apr 2017, In : IET Radar Sonar and Navigation. 11, 1, p. 107-115 9 p.

Research output: Contribution to journalArticle

Open Access
File
Sonar
Radar
Doppler radar
Wheelchairs
Feature extraction
10 Citations (Scopus)
9 Downloads (Pure)
Open Access
File
Helicopters
Turbomachine blades
Rotors
Feature extraction
Radar
7 Citations (Scopus)
148 Downloads (Pure)

Multi-model CFAR detection in FOliage PENetrating SAR images

Izzo, A., Liguori, M., Clemente, C., Galdi, C., Di Bisceglie, M. & Soraghan, J. J., 31 Aug 2017, In : IEEE Transactions on Aerospace and Electronic Systems. 53, 4, p. 1769-1780 12 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
10 Downloads (Pure)

Novel approach for ballistic targets classification from HRRP frame

Persico, A. R., Ilioudis, C. V., Clemente, C. & Soraghan, J., 6 Dec 2017, 2017 IEEE Sensor Signal Processing for Defence (SSPD). Piscataway, N.J.: IEEE, 5 p. 17452282

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Ballistics
Ammunition
Ballistic missiles
Radon
Debris
19 Citations (Scopus)
42 Downloads (Pure)

On model, algorithms and experiment for micro-doppler based recognition of ballistic targets

Persico, A. R., Clemente, C., Gaglione, D., Ilioudis, C. V., Cao, J., Pallotta, L., De Maio, A., Proudler, I. & Soraghan, J. J., 30 Jun 2017, In : IEEE Transactions on Aerospace and Electronic Systems. 53, 3, p. 1088-1108 21 p.

Research output: Contribution to journalArticle

Open Access
File
Ballistics
Missiles
Ammunition
Ballistic missiles
Experiments
7 Downloads (Pure)

Polynomial root-MUSIC algorithm for efficient broadband direction of arrival estimation

Coventry, W., Clemente, C. & Soraghan, J., 21 Dec 2017, 2017 Sensor Signal Processing for Defence Conference (SSPD). Piscataway, NJ: IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Open Access
File
Direction of arrival
Polynomials
Computational complexity
Decomposition
Costs
10 Downloads (Pure)

Radar micro-Doppler for loudspeaker analysis: an industrial process application

Izzo, A., Ausiello, L., Clemente, C. & Soraghan, J. J., 25 Oct 2017. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
Loudspeakers
Radar
Acoustics
Defects
Lasers
19 Citations (Scopus)
139 Downloads (Pure)
Open Access
File
Electromyography
Prosthetics
Prostheses and Implants
Amputees
Volunteers