Research Output

2019

FPGA-based Processor Acceleration for Image Processing Applications

Siddiqui, F., Amiri, S., Minhas, U. I., Deng, T., Woods, R., Rafferty, K. & Crookes, D., 13 Jan 2019, In : Journal of Imaging. 5, 1, 22 p., 16.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
223 Downloads (Pure)
2018

Capturing Risks in Agile Methods

Odzaly, E., Greer, D. & Stewart, D., 01 Feb 2018, In : Advanced Science Letters. 24, 2, p. 1509–1513 5 p.

Research output: Contribution to journalArticle

Point-to-set distance metric learning on deep representations for visual tracking

Zhang, S., Qi, Y., Jiang, F., Lan, X., Yuen, P. C. & Zhou, H., Jan 2018, In : IEEE Transactions on Intelligent Transportation Systems . 19, 1, p. 187 - 198

Research output: Contribution to journalArticle

38 Citations (Scopus)

Visual saliency modeling for river detection in high-resolution SAR imagery

Gao, F., Ma, F., Wang, J., Sun, J., Yang, E. & Zhou, H., 14 Feb 2018, In : IEEE Access. 6, p. 1000 - 1014

Research output: Contribution to journalArticle

Open Access
File
32 Citations (Scopus)
157 Downloads (Pure)
2017

A biologically inspired appearance model for robust visual tracking

Zhang, S., Lan, X., Yao, H., Zhou, H., Tao, D. & Li, X., 17 Sep 2017, In : IEEE Transactions on Neural Networks and Learning Systems. 28, 10, p. 2357-2370 14 p.

Research output: Contribution to journalArticle

Open Access
File
58 Citations (Scopus)
349 Downloads (Pure)

Agile risk management using software agents

Odzaly, E. E., Greer, D. & Stewart, D., 02 May 2017, In : Journal of Ambient Intelligence and Humanized Computing. p. 1-19 19 p.

Research output: Contribution to journalArticle

Open Access
File
10 Citations (Scopus)
358 Downloads (Pure)

A novel target detection method for SAR images based on shadow proposal and saliency analysis

Gao, F., You, J., Wang, J., Sun, J., Yang, E. & Zhou, H., 19 Sep 2017, In : Neurocomputing. 267, p. 220-231

Research output: Contribution to journalArticle

Open Access
File
10 Citations (Scopus)
261 Downloads (Pure)

Behaviour recognition in mouse videos using contextual features encoded by spatial-temporal stacked Fisher vectors

Jiang, Z., Crookes, D., Green, B. D., Zhang, S. & Zhou, H., 26 Feb 2017, Proceedings of the International Conference on Pattern Recognition Applications and Methods (ICPRAM). SciTePress

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

Open Access
File
255 Downloads (Pure)
Open Access
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40 Citations (Scopus)
216 Downloads (Pure)

Decremental Generalized Discriminative Common Vectors applied to images classification

Diaz-Chito, K., Martinez del Rincon, J. & Hernandez-Sabate, A., 01 Sep 2017, In : Knowledge-Based Systems. 131, p. 46-57

Research output: Contribution to journalArticle

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

Deep Android Malware Detection

McLaughlin, N., Martinez del Rincon, J., Kang, B., Yerima, S., Miller, P., Sezer, S., Safaeisemnani, Y., Trickel, E., Zhao, Z., Doupé, A. & Joon Ahn, G., 22 Mar 2017, Proceedings of the ACM Conference on Data and Applications Security and Privacy (CODASPY) 2017. Association for Computing Machinery (ACM), 8 p.

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

Open Access
File
82 Citations (Scopus)
6054 Downloads (Pure)

Heterogeneous Servers based on Programmable Cores and Dataflow Engines

Wu, Y., Gillan, C., Minhas, U., Barbhuiya, S., Novakovic, A., Tovletoglou, K., Tzenakis, G., Vandierendonck, H., Karakonstantis, G. & Nikolopoulos, D., 23 Jan 2017, Workshop Energy efficient Servers for Cloud and Edge Computing 2017.

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

Open Access
File
93 Downloads (Pure)

Hierarchical Task Network Planning with Common-Sense Reasoning for Multiple-People Behaviour Analysis

Santofimia, M. J., Martinez del Rincon, J., Hong, X., Zhou, H., Miller, P., Villa, D. & Lopez, J. C., 01 Mar 2017, In : Expert Systems with Applications. 69, p. 118-134 17 p.

Research output: Contribution to journalArticle

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

Learning to program – choose your lecture seat carefully?

McGowan, A., Hanna, P., Greer, D. & Busch, J., 05 Jul 2017. 8 p.

Research output: Contribution to conferencePaper

3 Citations (Scopus)

Learning to program – does it matter where you sit in the lecture theatre?

McGowan, A., Hanna, P., Greer, D., Busch, J. & Anderson, N., 28 Mar 2017, p. 624. 629 p.

Research output: Contribution to conferencePaper

2 Citations (Scopus)

Lightweight Risk Management: The Development of Agile Risk Tool Agents

Odzaly, E., Greer, D. & Stewart, D., 09 Mar 2017, First EAI International Conference on Computer Science and Engineering: Proceedings.. Vasant, P. & Duy, V. H. (eds.). European Alliance for Innovation, 10 p.

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

Open Access
File
401 Downloads (Pure)

Modeling Information Diffusion over Social Networks for Temporal Dynamic Prediction

Li, D., Zhang, S., Sun, X., Zhou, H., Li, S. & Li, X., 01 Sep 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 9, p. 1985-1997 13 p.

Research output: Contribution to journalArticle

Open Access
File
18 Citations (Scopus)
238 Downloads (Pure)

NanoStreams: Codesigned Microservers for Edge Analytics in Real Time

Georgakoudis, G., Gillan, C., Hassan, A., Minhas, U. I., Tzenakis, G., Spence, I., Vandierendonck, H., Woods, R., Nikolopoulos, D. S., Shyamsundar, M., Barber, P., Russell, M., Bilas, A., Kaloutsakis, S., Giefers, H., Staar, P., Bekas, C., Horlock, N., Faloon, R. & Pattison, C., 19 Jan 2017, Proceedings: 2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS XVI) . Institute of Electrical and Electronics Engineers Inc., p. 180-187 8 p.

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

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

Non-linear classifiers applied to EEG analysis for epilepsy seizure detection

Martinez del Rincon, J., Santofimia, M. J., del Toro Garcia, X., Barba, J., Romero, F., Navas, P. & Lopez, J. C., 15 Nov 2017, In : Expert Systems with Applications. 86, p. 99-112 14 p.

Research output: Contribution to journalArticle

Open Access
File
21 Citations (Scopus)
234 Downloads (Pure)
Open Access
File
20 Citations (Scopus)
896 Downloads (Pure)
2016

Abnormal Pedestrian Trajectory analysis based on arbitrary-length clustering

Murdock, D. & Martinez del Rincon, J., 26 Aug 2016, Irish Machine Vision & Image Processing Conference Proceedings 2016. Devaney, N. (ed.). Irish Pattern Recognition & Classification Society, p. 17-24 8 p.

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

Open Access
File
556 Downloads (Pure)

Accelerating Large Scale Centroid-based Clustering with Locality Sensitive Hashing

McConville, R., Cao, X., Liu, W. & Miller, P., 01 May 2016, Proceedings of the 2016 IEEE 32nd International Conference on Data Engineering (ICDE). Institute of Electrical and Electronics Engineers (IEEE), p. 649-660

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

Open Access
File
216 Downloads (Pure)

A decision support system for managing irrigation in agriculture

Navarro Hellin, H., Martínez-del-Rincon, J., Domingo Miguel, R., Soto Valles, F. & Torres Sanchez, R., 11 Apr 2016, In : Computers and Electronics in Agriculture. 124, p. 121-131 11 p.

Research output: Contribution to journalArticle

Open Access
File
66 Citations (Scopus)
736 Downloads (Pure)

A Largest Matching Area Approach to Image Denoising

Gaston, J., Ji, M. & Crookes, D., 25 Mar 2016, Proceedings of the 2016 IEEE International Conference on Acoustics, Speech and Signal Processing. Institute of Electrical and Electronics Engineers (IEEE), p. 1194-1198

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

Open Access
File
271 Downloads (Pure)

Analysis of variable-order interacting multiple model algorithms for cell tracking

Lomanov, K., Martinez del Rincon, J., Miller, P. & Gribben, H., 25 Aug 2016, Irish Machine Vision & Image Processing Conference proceedings 2016. p. 33-40 8 p.

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

Open Access
File
155 Downloads (Pure)

An Environment for Rapid Derivatives Design and Experimentation

Crookes, D., Trainor, S. & Jiang, R., Sep 2016, In : IEEE Journal of Selected Topics in Signal Processing. 10, 6, p. 1073-1082 10 p.

Research output: Contribution to journalArticle

Open Access
File
209 Downloads (Pure)

An evidential fusion approach for gender profiling

Ma, J., Liu, W., Miller, P. & Zhou, H., 10 Mar 2016, In : Information Sciences. 333, p. 10-20 11 p.

Research output: Contribution to journalArticle

Open Access
File
46 Citations (Scopus)
144 Downloads (Pure)

Characterisation of hydrocolloids by vibrational spectroscopy and multivariate analysis

Georgouli, K., Vincke, D., Carrasco, B., Martinez del Rincon, J., Fernandez Pierna, J. A., Koidis, A. & Baeten, V., 30 Nov 2016, p. 1.

Research output: Contribution to conferencePoster

File
67 Downloads (Pure)

Evidential event inference in transport video surveillance

Hong, X., Huang, Y., Ma, W., Varadarajan, S., Miller, P., Liu, W., Romero, M. J. S., Martinez del Rincon, J. & Zhou, H., 2016, In : Computer Vision and Image Understanding. 144, p. 276-297 22 p.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
230 Downloads (Pure)

Face Recognition in the Scrambled Domain via Salience-Aware Ensembles of Many Kernels

Jiang, R., Al-Maadeed, S., Bouridane, A., Crookes, D. & Celebi, M. E., Aug 2016, In : IEEE Transactions on Information Forensics and Security. 11, 8, p. 1807-1817 11 p.

Research output: Contribution to journalArticle

Open Access
File
16 Citations (Scopus)
305 Downloads (Pure)
Open Access
File
71 Downloads (Pure)

k-fold Subsampling based Sequential Backward Feature Elimination

Park, J., Li, K. & Zhou, H., Feb 2016, Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods. SciTePress, p. 423-430 8 p.

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

Open Access
File
307 Downloads (Pure)

Kinect and Episodic Reasoning for Human Action Recognition

Cantarero, R., Santofimia, M. J., Villa, D., Requena, R., Campos, M., Florez-Revuelta, F., Nebel, J-C., Martinez del Rincon, J. & Lopez, J. C., Jun 2016, Distributed Computing and Artificial Intelligence, 13th International Conference. p. 147-154 8 p. (Advances in Intelligent Systems and Computing; vol. 474).

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Open Access
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2 Citations (Scopus)
355 Downloads (Pure)

Largest Matching Areas for Illumination and Occlusion Robust Face Recognition

McLaughlin, N., Ji, M. & Crookes, D., 29 Feb 2016, In : IEEE Transactions on Cybernetics. 13 p.

Research output: Contribution to journalArticle

Open Access
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18 Citations (Scopus)
479 Downloads (Pure)

Methods and Metrics for Fair Server Assessment under Real-Time Financial Workloads

Georgakoudis, G., Gillan, C. J., Sayed, A., Spence, I., Faloon, R. & Nikolopoulos, D. S., 10 Mar 2016, In : Concurrency and Computation: Practice and Experience. 28, 3, p. 916-928 13 p.

Research output: Contribution to journalArticle

File
6 Citations (Scopus)
269 Downloads (Pure)

Monitoring of Bridges using Computer Vision Methods

Lydon, D., Taylor, S., Martinez Del-Rincon, J., Robinson, D., Lydon, M. & Hester, D., 29 Aug 2016. 6 p.

Research output: Contribution to conferencePaper

Open Access
File
203 Downloads (Pure)

Multi-scale colorectal tumour segmentation using a novel coarse to fine strategy

Zhang, K., Crookes, D., Diamond, J., Fei, M., Wu, J., Zhang, P. & Zhou, H., 19 Sep 2016. 12 p.

Research output: Contribution to conferencePaper

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

Privacy-Protected Facial Biometric Verification via Fuzzy Forest Learning

Jiang, R., Bouridane, A., Crookes, D., Celebi, M. E. & Wei, H-L., 01 Aug 2016, In : IEEE Transactions on Fuzzy Systems. 24, 4, p. 779-790 12 p.

Research output: Contribution to journalArticle

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

Semantic feature-based visual attention model for pedestrian detection

Li, N., Gong, Y., Xu, J., Gu, X., Xu, T. & Zhou, H., 01 Jun 2016, In : Journal of Image and Graphics. 21, 6, p. 723-733 11 p.

Research output: Contribution to journalArticle

Open Access
File
39 Citations (Scopus)
160 Downloads (Pure)

Spatio-temporal Rich Model Based Video Steganalysis on Cross Sections of Motion Vector Planes

Tasdemir, K., Kurugollu, F. & Sezer, S., 11 May 2016, In : IEEE Trans. on Image Processing. 25, 7, 13 p.

Research output: Contribution to journalArticle

Open Access
File
14 Citations (Scopus)
264 Downloads (Pure)

Special issue: Life system modeling and simulation

Zhou, H., Gu, D., Wang, L. & Fei, M., 22 Jan 2016, In : Neurocomputing. 174 , Part A, p. 454-455 2 p.

Research output: Contribution to journalEditorial

Wide Matching - An Approach to Improving Noise Robustness for Speech Enhancement

Ji, M. & Crookes, D., 19 May 2016, Proceedings of the 2016 IEEE International Conference on Acoustics, Speech and Signal Processing. Institute of Electrical and Electronics Engineers (IEEE), 5 p.

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

Open Access
File
2 Citations (Scopus)
187 Downloads (Pure)
2015

Adaptive NormalHedge for robust visual tracking

Zhang, S., Zhou, H., Yao, H., Zhang, Y., Wang, K. & Zhang, J., May 2015, In : Signal Processing. 110, p. 132-142 11 p.

Research output: Contribution to journalArticle

Open Access
File
35 Citations (Scopus)
216 Downloads (Pure)

A Steganalysis System Utilizing Temporal Pixel Correlation Of HEVC Video

Tasdemir, K., Kurugollu, F. & Sezer, S., May 2015, 2015 23rd Signal Processing and Communications Applications Conference (SIU). Institute of Electrical and Electronics Engineers (IEEE), p. 2446 - 2449 4 p.

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

Data-Augmentation for Reducing Dataset Bias in Person Re-identification

McLaughlin, N., Martinez del Rincon, J. & Miller, P., Aug 2015, Proceedings of 2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

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

Open Access
File
43 Citations (Scopus)
1283 Downloads (Pure)

Dense Multiperson Tracking with Robust Hierarchical Linear Assignment

McLaughlin, N., Martinez-del-Rincon, J. & Miller, P., Jul 2015, In : IEEE Transactions on Cybernetics. 45, 7, p. 1276-1288 13 p.

Research output: Contribution to journalArticle

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

Editorial: Machine Learning for Medical Applications

Zhou, H., Tang, J. & Zheng, H., 2015, In : The Scientific World Journal. 2015, 1 p., 825267.

Research output: Contribution to journalEditorial

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

Efficient tracking of human poses using a manifold hierarchy

Moutzouris, A., Martinez-del-Rincon, J., Nebel, J-C. & Makris, D., Mar 2015, In : Computer Vision and Image Understanding. 132, p. 75-86 12 p.

Research output: Contribution to journalArticle

File
4 Citations (Scopus)
270 Downloads (Pure)

Enhancing Linear Programming with Motion Modeling for Multi-target Tracking

McLaughlin, N., Martinez Del Rincon, J. & Miller, P., 06 Jan 2015, 2015 IEEE Winter Conference on Applications of Computer Vision (WACV). Institute of Electrical and Electronics Engineers Inc., p. 71-77 7 p.

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

Open Access
File
32 Citations (Scopus)
618 Downloads (Pure)