Find Research Outputs

Search in all content

Filters for Research Output

Search concepts
Selected filters

Publication Year

  • 2020
  • 2019
  • 2017
  • 2016

Author

  • John Soraghan
2020
Open Access
File
3 Downloads (Pure)

Intersected EMG heatmaps and deep learning based gesture recognition

Ke, W., Xing, Y., Di Caterina, G., Petropoulakis, L. & Soraghan, J., 17 Feb 2020, p. 73-78. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
11 Downloads (Pure)
Open Access
File
1 Downloads (Pure)

Perception understanding action: adding understanding to the perception action cycle with spiking segmentation

Kirkland, P., Di Caterina, G., Soraghan, J. & Matich, G., 20 Aug 2020, (Accepted/In press) In : Frontiers in Neurorobotics .

Research output: Contribution to journalArticle

Open Access
File
6 Downloads (Pure)

Radar based deep learning technology for loudspeaker faults detection and classification

Izzo, A., Clemente, C., Ausiello, L. & Soraghan, J. J., 15 Jun 2020, (Accepted/In press). 6 p.

Research output: Contribution to conferencePaper

SISAR imaging for space debris based on nanosatellites

Theodorou, I., Ilioudis, C., Clemente, C., Vasile, M. & Soraghan, J., 1 Aug 2020, In : IET Radar Sonar and Navigation. 14, 8, p. 1192-1201 10 p.

Research output: Contribution to journalArticle

Open Access
File
12 Downloads (Pure)
Open Access
File
10 Downloads (Pure)

SpikeSEG: Spiking segmentation via STDP saliency mapping

Kirkland, P., Di Caterina, G., Soraghan, J. & Matich, G., 19 Jul 2020. 8 p.

Research output: Contribution to conferencePaper

Open Access
File
17 Downloads (Pure)

Understanding the potential of Self-Protection Jamming on board of miniature UAVs

Ilioudis, C. V., Clemente, C. & Soraghan, J., 27 Apr 2020, 2019 International Radar Conference (RADAR). Piscataway, NJ.: IEEE, 6 p. 171405

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

Open Access
File
1 Citation (Scopus)
1 Downloads (Pure)
2019
Open Access
File
29 Downloads (Pure)

Applying symmetries detection to P-band PolInSAR data

Tahraoui, S., Clemente, C., Pallotta, L., Soraghan, J. & Ouarzeddine, M., 23 Sep 2019.

Research output: Contribution to conferencePaper

Open Access
File

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
8 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
5 Citations (Scopus)
57 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
87 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
49 Downloads (Pure)
Open Access
File
17 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
3 Citations (Scopus)
81 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
14 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
8 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
7 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
1 Citation (Scopus)
27 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
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
25 Downloads (Pure)
Open Access
File
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
2 Citations (Scopus)
14 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
1 Citation (Scopus)
10 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
17 Downloads (Pure)
2017
Open Access
File
1 Citation (Scopus)
50 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
7 Citations (Scopus)
27 Downloads (Pure)
Open Access
File
19 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
114 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
41 Citations (Scopus)
134 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
38 Citations (Scopus)
54 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
14 Citations (Scopus)
361 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: Institution of Engineering and Technology, 7 p.

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

Open Access
File
1 Citation (Scopus)
19 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
5 Citations (Scopus)
11 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
38 Citations (Scopus)
177 Downloads (Pure)
Open Access
File
12 Citations (Scopus)
12 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
7 Citations (Scopus)
153 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
1 Citation (Scopus)
61 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
25 Citations (Scopus)
51 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
8 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
2 Citations (Scopus)
12 Downloads (Pure)
Open Access
File
26 Citations (Scopus)
155 Downloads (Pure)
Open Access
File
21 Downloads (Pure)

Validation of a magnetic resonance imaging-based auto-contouring software tool for gross tumour delineation in head and neck cancer radiotheraphy planning

Doshi, T., Wilson, C., Paterson, C., Lamb, C., James, A., MacKenzie, K., Soraghan, J., Petropoulakis, L., Di Caterina, G. & Grose, D., 3 Jan 2017, In : Clinical Oncology. 29, 1, p. 60-67 8 p.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
31 Downloads (Pure)
2016

Ambiguity function for distributed MIMO radar systems

Ilioudis, C. V., Clemente, C., Proudler, I. & Soraghan, J., 2 Jun 2016, p. 1-6. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
4 Citations (Scopus)
117 Downloads (Pure)