We publish our research in leading conferences and journals, especially in areas including surveillance, biometrics, environmental monitoring and image/video analysis.
Author/ Creator/ Editor is "Ferryman,J.", "", "”Wei,H.”", "”Patino,L.”", "”Guedes,A.”", "”Badii,A.”", "”Shahzad,M.”", "”Boyle,J.”", "”Chen,L.”", "”Markchom,T.”", "”Aitken,B.”", "”Wong,N.”"
1.
Markchom, T.
ORCID: https://orcid.org/0000-0002-2685-0738, Kourounioti, O., Marturini, M., Bratskas, R., Wohlleben, K., Boyle, J.
ORCID: https://orcid.org/0000-0002-5785-8046, Chen, L., Voskopoulos, G., Kontopoulos, C., Veigl, S., Opitz, A., Gkamaris, A., Papachristos, D., Lunic, D., Ferryman, J., Kriechbaum-Zabini, A. and Leventakis, G.
(2025)
Multi-altitude, multimodal maritime surveillance system.
IEEE Sensors Journal.
ISSN 1530-437X
(In Press)
ORCID: https://orcid.org/0000-0002-2685-0738, Kourounioti, O., Marturini, M., Bratskas, R., Wohlleben, K., Boyle, J.
ORCID: https://orcid.org/0000-0002-5785-8046, Chen, L., Voskopoulos, G., Kontopoulos, C., Veigl, S., Opitz, A., Gkamaris, A., Papachristos, D., Lunic, D., Ferryman, J., Kriechbaum-Zabini, A. and Leventakis, G.
(2025)
Multi-altitude, multimodal maritime surveillance system.
IEEE Sensors Journal.
ISSN 1530-437X
(In Press)
2.
Rodriguez Dominguez, A., Shahzad, M.
ORCID: https://orcid.org/0009-0002-9394-343X and Hong, X.
ORCID: https://orcid.org/0000-0002-6832-2298
(2025)
Multi-hypothesis prediction for portfolio optimization: a structured ensemble learning approach to risk diversification.
Expert Systems with Applications, 292.
128633.
ISSN 0957-4174
doi: 10.1016/j.eswa.2025.128633
ORCID: https://orcid.org/0009-0002-9394-343X and Hong, X.
ORCID: https://orcid.org/0000-0002-6832-2298
(2025)
Multi-hypothesis prediction for portfolio optimization: a structured ensemble learning approach to risk diversification.
Expert Systems with Applications, 292.
128633.
ISSN 0957-4174
doi: 10.1016/j.eswa.2025.128633
3.
Wohlleben, K., Hubner, M., Markchom, T.
ORCID: https://orcid.org/0000-0002-2685-0738, Boyle, J.
ORCID: https://orcid.org/0000-0002-5785-8046, Ferryman, J., Veigl, S., Opitz, A., Gkamaris, A. and Bratskas, R.
(2025)
Enhancing maritime situational awareness through multimodal fusion: insights from a real-world experiment.
In: 17th Symposium Sensor Data Fusion: Trends, Solutions and Applications, 24-26 Nov 2025, Bonn, Germany.
(In Press)
ORCID: https://orcid.org/0000-0002-2685-0738, Boyle, J.
ORCID: https://orcid.org/0000-0002-5785-8046, Ferryman, J., Veigl, S., Opitz, A., Gkamaris, A. and Bratskas, R.
(2025)
Enhancing maritime situational awareness through multimodal fusion: insights from a real-world experiment.
In: 17th Symposium Sensor Data Fusion: Trends, Solutions and Applications, 24-26 Nov 2025, Bonn, Germany.
(In Press)
4.
Topalli, N.
ORCID: https://orcid.org/0009-0009-4238-4253 and Badii, A.
(2025)
A user-centric context-aware framework for real-time optimisation of multimedia data privacy protection, and information retention within multimodal AI systems.
Sensors, 25 (19).
6105.
ISSN 1424-8220
doi: 10.3390/s25196105
ORCID: https://orcid.org/0009-0009-4238-4253 and Badii, A.
(2025)
A user-centric context-aware framework for real-time optimisation of multimedia data privacy protection, and information retention within multimodal AI systems.
Sensors, 25 (19).
6105.
ISSN 1424-8220
doi: 10.3390/s25196105
5.
Markchom, T.
ORCID: https://orcid.org/0000-0002-2685-0738, Liang, H. and Ferryman, J.
(2025)
Review of explainable graph-based recommender systems.
ACM Computing Surveys.
ISSN 1557-7341
(In Press)
ORCID: https://orcid.org/0000-0002-2685-0738, Liang, H. and Ferryman, J.
(2025)
Review of explainable graph-based recommender systems.
ACM Computing Surveys.
ISSN 1557-7341
(In Press)
6.
Waseem, F. and Shahzad, M.
ORCID: https://orcid.org/0009-0002-9394-343X
(2025)
Video is worth a thousand images: exploring the latest trends in long video generation.
ACM Computing Surveys.
ISSN 1557-7341
(In Press)
ORCID: https://orcid.org/0009-0002-9394-343X
(2025)
Video is worth a thousand images: exploring the latest trends in long video generation.
ACM Computing Surveys.
ISSN 1557-7341
(In Press)
7.
Guedes, A.
ORCID: https://orcid.org/0000-0003-0110-9975
(2025)
Artificial intelligence applications in TV industry workflow.
Proceedings of the Brazilian Symposium on Multimedia and the Web (WebMedia’2025).
(In Press)
ORCID: https://orcid.org/0000-0003-0110-9975
(2025)
Artificial intelligence applications in TV industry workflow.
Proceedings of the Brazilian Symposium on Multimedia and the Web (WebMedia’2025).
(In Press)
8.
Zaznov, I., Badii, A., Kunkel, J. and Dufour, A.
ORCID: https://orcid.org/0000-0003-0519-648X
(2025)
AdamZ: an enhanced optimisation method for
neural network training.
Neural Computing and Applications.
ISSN 1433-3058
doi: 10.1007/s00521-025-11649-w
ORCID: https://orcid.org/0000-0003-0519-648X
(2025)
AdamZ: an enhanced optimisation method for
neural network training.
Neural Computing and Applications.
ISSN 1433-3058
doi: 10.1007/s00521-025-11649-w
9.
Moin, A., Badii, A., Bozyigit, F. and Challenger, M.
(2025)
Quality attributes for cyber-physical systems
and merit criteria for their modeling tools.
In: Proceedings of the 8th International Conference on Information and Computer Technologies (ICICT2025), 14-16 March 2025, Hilo, Hawaii, pp. 1-5.
doi: 10.1109/ICICT64582.2025.00007
10.
Moin, A., Badii, A., Günnemann, S. and Challenger, M.
(2025)
Enhancing architecture frameworks by including modern stakeholders and their views/viewpoints.
In: Proceedings of the 8th International Conference on Information and Computer Technologies (ICICT2025), 14-16 March 2025, Hilo, Hawaii, pp. 92-100.
doi: 10.1109/ICICT64582.2025.00021
11.
Obukhov, A., Poggi, M., Tosi, F., Arora, R. S., Spencer, J., Russell, C., Hadfield, S., Bowden, R., Wang, S., Ma, Z., Chen, W., Xu, B., Sun, F., Xie, D., Zhu, J., Lavreniuk, M., Guan, H., Wu, Q., Zeng, Y., Lu, C., Wang, H., Zhou, G., Zhang, H., Wang, J., Rao, Q., Wang, C., Liu, X., Lou, Z., Jiang, H., Chen, Y., Xu, R., Tan, M., Qin, Z., Mao, Y., Liu, J., Xu, J., Yang, Y., Zhao, W., Jiang, J., Liu, X., Zhao, M., Ming, A., Chen, W., Xue, F., Yu, M., Gao, S., Wang, X., Omotara, G., Farag, R., Demby’s, J., Tousi, S. M. A., DeSouza, G. N., Yang, T.-A., Nguyen, M.-Q., Tran, T.-P., Luginov, A. and Shahzad, M.
ORCID: https://orcid.org/0009-0002-9394-343X
(2025)
The fourth monocular depth estimation challenge.
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 13-15 Jun 2025, Nashville, USA.
doi: 10.1109/CVPRW67362.2025.00615
ORCID: https://orcid.org/0009-0002-9394-343X
(2025)
The fourth monocular depth estimation challenge.
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 13-15 Jun 2025, Nashville, USA.
doi: 10.1109/CVPRW67362.2025.00615
12.
Iddrisu, I., Monteagudo-Mera, A., Poveda, C., Shahzad, M., Walton, G. E.
ORCID: https://orcid.org/0000-0001-5426-5635 and Andrews, S. C.
ORCID: https://orcid.org/0000-0003-4295-2686
(2025)
A review of the effect of iron supplementation on the gut microbiota of children in developing countries and the impact of prebiotics.
Nutrition Research Reviews, 38 (1).
pp. 229-237.
ISSN 1475-2700
doi: 10.1017/S0954422424000118
ORCID: https://orcid.org/0000-0001-5426-5635 and Andrews, S. C.
ORCID: https://orcid.org/0000-0003-4295-2686
(2025)
A review of the effect of iron supplementation on the gut microbiota of children in developing countries and the impact of prebiotics.
Nutrition Research Reviews, 38 (1).
pp. 229-237.
ISSN 1475-2700
doi: 10.1017/S0954422424000118
13.
Markchom, T., Liang, H. and Ferryman, J.
(2025)
Explainable meta-path based recommender systems.
ACM Transactions on Recommender Systems, 3 (2).
ISSN 2770-6699
doi: 10.1145/3625828
14.
Shahzad, M., Arshad, M., Ahmad, H. A., Iddrissu, I., Bailey, E. H., Dru, N., Khan, S., Khan, H. and Andrews, S. C.
ORCID: https://orcid.org/0000-0003-4295-2686
(2025)
Nutritional status reshapes gut microbiota composition in adolescent Afghan refugees in Peshawar, Pakistan.
Nutrition Research, 138.
pp. 55-67.
ISSN 1879-0739
doi: 10.1016/j.nutres.2025.04.004
ORCID: https://orcid.org/0000-0003-4295-2686
(2025)
Nutritional status reshapes gut microbiota composition in adolescent Afghan refugees in Peshawar, Pakistan.
Nutrition Research, 138.
pp. 55-67.
ISSN 1879-0739
doi: 10.1016/j.nutres.2025.04.004
15.
Luginov, A. and Shahzad, M.
ORCID: https://orcid.org/0009-0002-9394-343X
(2025)
NimbleD: enhancing self-supervised monocular depth estimation with pseudo-labels and large-scale video pre-training.
In: Del Bue, A., Canton, C., Pont-Tuset, J. and Tommasi, T. (eds.)
Computer Vision – ECCV 2024 Workshops Proceedings, Part II.
Lecture Notes in Computer Science (15624).
Springer, Cham, pp. 235-251.
ISBN 9783031923869
doi: 10.1007/978-3-031-92387-6_18
ORCID: https://orcid.org/0009-0002-9394-343X
(2025)
NimbleD: enhancing self-supervised monocular depth estimation with pseudo-labels and large-scale video pre-training.
In: Del Bue, A., Canton, C., Pont-Tuset, J. and Tommasi, T. (eds.)
Computer Vision – ECCV 2024 Workshops Proceedings, Part II.
Lecture Notes in Computer Science (15624).
Springer, Cham, pp. 235-251.
ISBN 9783031923869
doi: 10.1007/978-3-031-92387-6_18
16.
Khurshid, A., Khan, B., Shahzad, M.
ORCID: https://orcid.org/0009-0002-9394-343X and Fraz, M. M.
(2025)
TVFace: towards large-scale unsupervised face recognition in video streams.
Pattern Analysis and Applications, 28.
88.
ISSN 1433-7541
doi: 10.1007/s10044-025-01464-3
ORCID: https://orcid.org/0009-0002-9394-343X and Fraz, M. M.
(2025)
TVFace: towards large-scale unsupervised face recognition in video streams.
Pattern Analysis and Applications, 28.
88.
ISSN 1433-7541
doi: 10.1007/s10044-025-01464-3
17.
Zhang, J., Wei, H., Zhang, K., Xiao, J. and Hong, X.
ORCID: https://orcid.org/0000-0002-6832-2298
(2025)
An efficient multimodal attentional principal component analysis for continual learning-based dynamic process monitoring.
Neurocomputing, 611.
128642.
ISSN 1872-8286
doi: 10.1016/j.neucom.2024.128642
ORCID: https://orcid.org/0000-0002-6832-2298
(2025)
An efficient multimodal attentional principal component analysis for continual learning-based dynamic process monitoring.
Neurocomputing, 611.
128642.
ISSN 1872-8286
doi: 10.1016/j.neucom.2024.128642
18.
Dominguez, A. R., Shahzad, M.
ORCID: https://orcid.org/0009-0002-9394-343X and Hong, X.
ORCID: https://orcid.org/0000-0002-6832-2298
(2025)
Structured radial basis function network: modelling diversity for multiple hypotheses prediction.
In: AI-2024 Forty-fourth SGAI International Conference on Artificial Intelligence, 17-19 December 2024, Cambridge, England, pp. 88-101.
doi: 10.1007/978-3-031-77915-2_7
ORCID: https://orcid.org/0009-0002-9394-343X and Hong, X.
ORCID: https://orcid.org/0000-0002-6832-2298
(2025)
Structured radial basis function network: modelling diversity for multiple hypotheses prediction.
In: AI-2024 Forty-fourth SGAI International Conference on Artificial Intelligence, 17-19 December 2024, Cambridge, England, pp. 88-101.
doi: 10.1007/978-3-031-77915-2_7
19.
Hong, X.
ORCID: https://orcid.org/0000-0002-6832-2298, Wei, H.
ORCID: https://orcid.org/0000-0002-9664-5748 and Xia, J.
(2025)
Superpixel-based Radial Basis Function Canonical Correlation
Analysis for land cover segmentation.
International Journal of Remote Sensing, 46 (24).
pp. 9411-9433.
ISSN 1366-5901
doi: 10.1080/01431161.2025.2579806
ORCID: https://orcid.org/0000-0002-6832-2298, Wei, H.
ORCID: https://orcid.org/0000-0002-9664-5748 and Xia, J.
(2025)
Superpixel-based Radial Basis Function Canonical Correlation
Analysis for land cover segmentation.
International Journal of Remote Sensing, 46 (24).
pp. 9411-9433.
ISSN 1366-5901
doi: 10.1080/01431161.2025.2579806
20.
Markchom, T.
ORCID: https://orcid.org/0000-0002-2685-0738, Boyle, J.
ORCID: https://orcid.org/0000-0002-5785-8046, Chen, L., Ferryman, J., Marturini, M., Veigl, S., Opitz, A., Kriechbaum-Zabini, A., Bratskas, R., Gkamaris, A., Papachristos, D., Leventakis, G., Fan, W., Huang, H.-W., Hwang, J.-N., Kim, P., Kim, K., Huang, C.-I., Saito, K., Kaneko, S., Sudo, K., Thanh Thien, N., Kao, M.-Y., Hsieh, J.-W., Lilek, T., Pomsuwan, T., Gu, J., Xu, T., Zhu, X., Wu, X., Kittler, J., Stacy, S., Gabaldon, A., Tu, P., Kim, S., Kim, D. and Lee, K.
(2025)
PETS2025: multi-authority multi-sensor maritime surveillance
challenge and evaluation.
In: IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS 2025), 11-13 August 2025, Tainan, Taiwan.
doi: 10.1109/AVSS65446.2025.11149786
ORCID: https://orcid.org/0000-0002-2685-0738, Boyle, J.
ORCID: https://orcid.org/0000-0002-5785-8046, Chen, L., Ferryman, J., Marturini, M., Veigl, S., Opitz, A., Kriechbaum-Zabini, A., Bratskas, R., Gkamaris, A., Papachristos, D., Leventakis, G., Fan, W., Huang, H.-W., Hwang, J.-N., Kim, P., Kim, K., Huang, C.-I., Saito, K., Kaneko, S., Sudo, K., Thanh Thien, N., Kao, M.-Y., Hsieh, J.-W., Lilek, T., Pomsuwan, T., Gu, J., Xu, T., Zhu, X., Wu, X., Kittler, J., Stacy, S., Gabaldon, A., Tu, P., Kim, S., Kim, D. and Lee, K.
(2025)
PETS2025: multi-authority multi-sensor maritime surveillance
challenge and evaluation.
In: IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS 2025), 11-13 August 2025, Tainan, Taiwan.
doi: 10.1109/AVSS65446.2025.11149786