Find Research Outputs

Search in all content

Filters for Research Output

Search concepts
Selected filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016

Author

  • John Soraghan
2018

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
3 Citations (Scopus)
79 Downloads (Pure)
2020

SpikeSEG: Spiking segmentation via STDP saliency mapping

Kirkland, P., Di Caterina, G., Soraghan, J. & Matich, G., 15 Mar 2020, (Accepted/In press). 8 p.

Research output: Contribution to conferencePaper

Open Access
File
2016

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
31 Downloads (Pure)
2018
Open Access
File
8 Citations (Scopus)
107 Downloads (Pure)
2016

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)
51 Downloads (Pure)
2017

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
36 Citations (Scopus)
51 Downloads (Pure)
2016

Prosodic feature extraction for assessment and treatment of dysarthria

Ijitona, T., Di Caterina, G., Yue, H. & Soraghan, J., 21 Jun 2016, p. 69. 1 p.

Research output: Contribution to conferencePoster

Open Access
File
14 Downloads (Pure)
2017

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
35 Citations (Scopus)
169 Downloads (Pure)
Open Access
File
12 Citations (Scopus)
11 Downloads (Pure)
2016

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)
10 Downloads (Pure)
2018

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)
2016
Open Access
File
6 Downloads (Pure)
2017

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)
45 Downloads (Pure)
2019

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
1 Citation (Scopus)
13 Downloads (Pure)
2017

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)
43 Downloads (Pure)
2016

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)
87 Downloads (Pure)
2019

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)
2017

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)
26 Downloads (Pure)
2019

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)
17 Downloads (Pure)
2020
Open Access
File
6 Downloads (Pure)
2019

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
17 Downloads (Pure)
Open Access
File
29 Downloads (Pure)
2018

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)
2019
Open Access
File
1 Citation (Scopus)
11 Downloads (Pure)
2018
Open Access
File
16 Downloads (Pure)
2017

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
7 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
13 Citations (Scopus)
358 Downloads (Pure)
2018

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
15 Citations (Scopus)
45 Downloads (Pure)
2019

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
11 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
3 Citations (Scopus)
55 Downloads (Pure)
2016

Micro-doppler classification of ballistic threats using krawtchouk moments

Persico, A. R., Clemente, C., Pallotta, L., De Maio, A. & Soraghan, J., 3 Jun 2016, p. 1-6. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
2 Citations (Scopus)
82 Downloads (Pure)
2017
Open Access
File
19 Downloads (Pure)
Open Access
File
21 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
40 Citations (Scopus)
133 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)
114 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)
196 Downloads (Pure)
2020
Open Access
File
6 Downloads (Pure)
2019

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
48 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
8 Downloads (Pure)
2020

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
10 Downloads (Pure)
2018

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
18 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
5 Downloads (Pure)
2019

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
86 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)
2017

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)
30 Downloads (Pure)
2019

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)
2018

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)
2019

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
14 Downloads (Pure)