Find Research Outputs

Search in all content

Filters for Research Output

Search concepts
Selected filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 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)
2018
Open Access
File
11 Citations (Scopus)
111 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
34 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
7 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
20 Downloads (Pure)
Open Access
File
16 Downloads (Pure)
Open Access
File
22 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
6 Citations (Scopus)
90 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
5 Citations (Scopus)
33 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
7 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
16 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
84 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
17 Citations (Scopus)
48 Downloads (Pure)
2 Citations (Scopus)
53 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)

A novel decentralised system architecture for multi-camera target tracking

Di Caterina, G., Doshi, T., Soraghan, J. J. & Petropoulakis, L., 21 Oct 2016, Advanced Concepts for Intelligent Vision Systems (ACIVS2016). Berlin, Vol. 10016. p. 92-104 13 p. (Lecture Notes in Computer Science).

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

Open Access
File
32 Downloads (Pure)

Combining interpolation and 3D level set method (I+3DLSM) for medical image segmentation

Doshi, T., Di Caterina, G., Soraghan, J., Petropoulakis, L., Grose, D., MacKenzie, K. & Wilson, C., 9 Mar 2016, In : Electronics Letters. 52, 8, p. 592-594 3 p.

Research output: Contribution to journalLetter

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

Forcing scale invariance in multipolarization SAR change detection

Carotenuto, V., De Maio, A., Clemente, C., Soraghan, J. J. & Alfano, G., 31 Jan 2016, In : IEEE Transactions on Geoscience and Remote Sensing. 54, 1, p. 36-50 15 p.

Research output: Contribution to journalArticle

Open Access
File
15 Citations (Scopus)
90 Downloads (Pure)

Fractional fourier based sparse channel estimation for multicarrier underwater acoustic communication system

Chen, Y., Clemente, C., Soraghan, J. & Weiss, S., 13 Oct 2016, 2016 Sensor Signal Processing for Defence, SSPD 2016. 7590600

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

Open Access
File
3 Citations (Scopus)
53 Downloads (Pure)

Fractional fourier transform based co-radar waveform: experimental validation

Gaglione, D., Clemente, C., Persico, A. R., Ilioudis, C. V., Proudler, I. K. & Soraghan, J. J., 18 Oct 2016, 2016 IEEE Sensor Signal Processing for Defence (SSPD). Piscataway, NJ.: IEEE, 5 p.

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

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

Fractional fourier transform based waveform for a joint radar-communication system

Gaglione, D., Clemente, C., Ilioudis, C. V., Persico, A. R., Proudler, I. K. & Soraghan, J. J., 9 Jun 2016, p. 1-6. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
12 Citations (Scopus)
397 Downloads (Pure)

Fusion of thermal and visible imagery for effective detection and tracking of salient objects in videos

Yan, Y., Ren, J., Zhao, H., Zheng, J., Zaihidee, E. M. & Soraghan, J., 27 Nov 2016, Advances in Multimedia Information Processing - PCM 2016. Chen, E., Gong, Y. & Tie, Y. (eds.). Cham, Switzerland: Springer, p. 697-704 8 p. (Lecture Notes in Computer Science; vol. 9917).

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

Open Access
File
2 Citations (Scopus)
11 Downloads (Pure)