• Room 03.031 - Computer Science Building

    United Kingdom

Accepting PhD Students

PhD projects

ADVERSARIAL DEEP LEARNING FOR SOFTWARE AND MALWARE ANALYSIS: DECEPTION AND COUNTERMEASURES https://www.qub.ac.uk/courses/postgraduate-research/phd-opportunities/adversarial-deep-learning-for-software-and-malware-analysis-deception-and-countermeasures.html DEEP POSE ESTIMATION AND ACTIVITY RECOGNITION IN SOCIAL MEDIA VIDEOS https://www.qub.ac.uk/courses/postgraduate-research/phd-opportunities/deep-pose-estimation-and-activity-recognition-in-social-media-videos.html

20042020

Research output per year

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Research Output

2020
Open Access
File
39 Downloads (Pure)

Continuous statistical modelling in characterisation of complex hydrocolloid mixtures using near infrared spectroscopy

Georgouli, K., Carrasco, B., Vincke, D., Martinez del Rincon, J., Koidis, A., Baeten, V. & Fernández Pierna, J. A., 15 Jan 2020, In : Chemometrics and Intelligent Laboratory Systems. 196, 11 p., 103910.

Research output: Contribution to journalArticle

DANdroid: A Multi-View Discriminative Adversarial Network for Obfuscated Android Malware Detection

Millar, S., McLaughlin, N., Martinez del Rincon, J., Miller, P. & Zhao, Z., 01 Mar 2020, Proceeding of the 10th ACM Conference on Data and Application Security and Privacy.

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

Open Access
File
11 Downloads (Pure)
Open Access
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75 Downloads (Pure)
Open Access
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4 Downloads (Pure)

Supervised Non-Intrusive Load Monitoring algorithm for Electric Vehicle Identification

Moreno Jaramillo, A., Laverty, D., Hastings, J., Martinez-del-Rincon, J. & Morrow, D. J., 25 Feb 2020, (Accepted) Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference. IEEE

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

Unsupervised object detection via LWIR/RGB translation

Abbott, R., Martinez-del-Rincon, J., Robertson, N. & Connor, B., 11 Apr 2020, (Accepted) IEEE Conference on Computer Vision and Pattern Recognition Workshops: Proceedings. 2020 ed.

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

2019

A hierarchy of sum-product networks using robustness

Conaty, D., Martinez del Rincon, J. & de Campos, C. P., 02 Aug 2019, In : International Journal of Approximate Reasoning. 113, October 2019, p. 245-255

Research output: Contribution to journalArticle

A simple deep learning architecture for city-scale vehicle re-identification

Kamenou, E., Martinez del Rincon, J., Miller, P. & Devlin Hill, P., 06 Aug 2019, (Accepted).

Research output: Contribution to conferencePaper

Open Access
File
13 Downloads (Pure)

A zero-shot learning approach to the development of brain-computer interfaces for image retrieval

McCartney, B., Martinez-Del-Rincon, J., Devereux, B. & Murphy, B., 2019, In : PLoS ONE. 14, 9, e0214342.

Research output: Contribution to journalArticle

Open Access
File
88 Downloads (Pure)

Cell Detection With Deep Convolutional Networks Trained With Minimal Annotations

Lomanov, K., Martinez del Rincon, J., Miller, P. & Gribben, H., 11 Jul 2019, IEEE International Symposium on Biomedical Imaging (ISBI) 2019 proceeding. p. 943-947 5 p. (IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019)).

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

Open Access
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1 Citation (Scopus)
114 Downloads (Pure)
Open Access
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12 Citations (Scopus)
87 Downloads (Pure)

EMG wrist-hand motion recognition system for real-time Embedded platform

Raurale, S., McAllister, J. & Martinez del Rincon, J., 17 Apr 2019, 2019 International Conference on Acoustics, Speech, and Signal Processing (ICASSP). IEEE , p. 1523-1527

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

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

Measuring structural deformations in the laboratory environment using smartphones

Kromanis, R., Xu, Y., Lydon, D., Martinez del Rincon, J. & Al-Habaibeh, A., 04 Apr 2019, In : Frontiers in Built Environment. 5

Research output: Contribution to journalArticle

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

Multi-modal object detection using unsupervised transfer learning and adaptation techniques

Abbott, R., Robertson, N., Martinez del Rincon, J. & Connor, B., 27 May 2019, (Accepted).

Research output: Contribution to conferencePaper

Robustness in Sum-Product Networks with continuous and categorical data

de Wit, R., de Campos, C. P., Conaty, D. & Martinez del Rincon, J., 27 Jul 2019, International symposium on imprecise probabilities . Vol. 103. p. 156-158

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

Open Access
File
33 Downloads (Pure)

Synthetic Data Augmentation for Facial Re-identification

Brown, G., Martinez del Rincon, J. & Miller, P., 28 Aug 2019, Proceeding of the Irish Machine Vision and Image Processing Conference 2019. Irish Pattern Recognition & Classification Society, p. 116-123

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

Open Access
File
9 Downloads (Pure)
2018

A Comparative Study of Face Re-identification Systems under Real-World Conditions

Brown, G., Martinez del Rincon, J. & Miller, P., 31 Aug 2018, Irish Machine Vision and Image Processing Conference Proceedings 2018: Proceedings. Irish Pattern Recognition & Classification Society, p. 137-144

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

Open Access
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35 Downloads (Pure)
Open Access
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301 Downloads (Pure)

Cascading Sum-Product Networks using Robustness

Conaty, D., Polpo de Campos, C. & Martinez del Rincon, J., 06 Jul 2018, (Accepted).

Research output: Contribution to conferencePaper

Open Access
File
64 Downloads (Pure)

Continuous head pose estimation using manifold subspace embedding and multivariate regression

Diaz-Chito, K., Martinez del Rincon, J., Hernandez-Sabate, A. & Gil, D., 19 Mar 2018, In : IEEE Access. 6, 1, p. 18325-18334 10 p.

Research output: Contribution to journalArticle

Open Access
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8 Citations (Scopus)
182 Downloads (Pure)
Open Access
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3 Citations (Scopus)
280 Downloads (Pure)
Open Access
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5 Citations (Scopus)
228 Downloads (Pure)

EMG Acquisition and Hand Pose Classification for Bionic Hands from Randomly-placed Sensors

Raurale, S., McAllister, J. & Martinez del Rincon, J., 13 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. IEEE , p. 1105-1109 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings).

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

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

Fast Kernel Generalized Discriminative Common Vectors for Feature Extraction

Diaz-Chito, K., Martinez del Rincon, J., Hernandez-Sabate, A., Rusiñol, M. & Ferri, F. J., May 2018, In : Journal of Mathematical Imaging and Vision. 60, 4, p. 512-524 13 p.

Research output: Contribution to journalArticle

Open Access
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1 Citation (Scopus)
162 Downloads (Pure)

Feature extraction by using dual generalized discriminative common vectors

Diaz-Chito, K., Martinez del Rincon, J., Rusiñol, M. & Hernandez-Sabate, A., 14 Aug 2018, In : Journal of Mathematical Imaging and Vision.

Research output: Contribution to journalArticle

Open Access
File
75 Downloads (Pure)

Laboratory Investigation of Multipoint Displacement Measurement

Lydon, D., Taylor, S., Martinez del Rincon, J., Robinson, D., Lydon, M. & Hester, D., 30 Jun 2018, (Accepted). 5 p.

Research output: Contribution to conferencePaper

LAP-based tracking for focal adhesions

Lomanov, K., Martinez del Rincon, J., Miller, P. & Gribben, H., 2018, Irish Machine Vision and Image Processing Conference Proceedings 2018: Proceedings. p. 49-56

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

Open Access
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25 Downloads (Pure)

Refining the Pose: Training and use of Deep Recurrent Autoencoders for Improving Human Pose Estimations

McLaughlin, N. & Martinez del Rincon, J., 01 Sep 2018, Proceeding of the X Conference on Articulated Motion and Deformable Objects AMDO 2018. Springer, Vol. 10945. 11 p. (Image Processing, Computer Vision, Pattern Recognition, and Graphics).

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

Visual and Semantic Feature Spaces for Zero-shot Image Decoding

McCartney, B., Martinez del Rincon, J., Devereux, B. & Murphy, B., 2018, Irish Machine Vision and Image Processing Conference Proceedings 2018: Proceedings. Irish Pattern Recognition & Classification Society, p. 25-32

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

Open Access
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4 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
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2 Citations (Scopus)
171 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
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84 Citations (Scopus)
6061 Downloads (Pure)

Deep object classification in low resolution LWIR imagery via transfer learning

Abbott, R., Del Rincon, J. M., Connor, B. & Robertson, N., 23 Nov 2017, Proceedings of the 5th IMA Conference on Mathematics in Defence. 9 p.

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

Open Access
File
676 Downloads (Pure)

Development and Testing of a Portable Vision Based SHM System for Rapid Deployment on Rural Bridge Sites

Lydon, D., Lydon, M., Taylor, S., Martinez del Rincon, J., Robinson, D. & Hester, D., 19 Aug 2017, ASNT Research Symposium 2017: “Advancing NDE Technologies, Research, and Engineering in a Changing World. 13/03/2017 → 17/03/2017 Florida, United States.

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

Open Access
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7 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
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1 Citation (Scopus)
238 Downloads (Pure)

Incremental model learning for spectroscopy-based food analysis

Diaz, K., Georgouli, K., Koidis, A. & Martinez Del Rincon, J., 15 Aug 2017, In : Chemometrics and Intelligent Laboratory Systems. 167, p. 123-131

Research output: Contribution to journalArticle

Open Access
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6 Citations (Scopus)
145 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
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22 Citations (Scopus)
234 Downloads (Pure)
Open Access
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20 Citations (Scopus)
903 Downloads (Pure)
Open Access
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833 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
560 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
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68 Citations (Scopus)
742 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)