Research Output

2019

Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring

Yordanova, K., Lüdtke, S., Whitehouse, S., Krüger, F., Paiement, A., Mirmehdi, M., Craddock, I. & Kirste, T., Mar 2019, In : Sensors. 19, 3, 30 p., 646.

Research output: Contribution to journalArticle (Academic Journal)

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

A Review of New Time-to-Digital Conversion Techniques

Tancock, S., Arabul, E. & Dahnoun, N., 22 Aug 2019, In : IEEE Transactions on Instrumentation and Measurement. 68, 10, p. 3406-3417 12 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
4 Citations (Scopus)
227 Downloads (Pure)
Open Access
File
1 Citation (Scopus)
340 Downloads (Pure)

A Study of High Frame Rate Video Formats

Mackin, A. J., Zhang, A. & Bull, D., 1 Jun 2019, In : IEEE Transactions on Multimedia. 21, 6, p. 1499-1512 14 p., 8531714.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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3 Citations (Scopus)
306 Downloads (Pure)

A Subjective Comparison of AV1 and HEVC for Adaptive Video Streaming

Katsenou, A., Zhang, A., Afonso, M. & Bull, D., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP 2019). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

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

A Subjective Study of Viewing Experience for Drone Videos

Boyle, S., Zhang, A. & Bull, D., 26 Aug 2019, 2019 26th IEEE International Conference on Image Processing (ICIP 2019). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
141 Downloads (Pure)

A Synthetic Video Dataset for Video Compression Evaluation

Ma, D., Katsenou, A. & Bull, D., 26 Aug 2019, 2019 26th IEEE International Conference on Image Processing (ICIP 2019). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
187 Downloads (Pure)

Automated Map Reading: Image Based Localisation in 2-D Maps Using Binary Semantic Descriptors

Panphattarasap, P. & Calway, A., Mar 2019, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018): Proceedings of a meeting held 1-5 October 2018, Madrid, Spain. Institute of Electrical and Electronics Engineers (IEEE), p. 6341-6348 8 p. 8594253

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

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

Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling

Mayo, P., Holmes, R. & Achim, A., Jul 2019, Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling. Vol. 2019. p. 454-457 4 p. (Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Deep Compact Person Re-Identification with Distractor Synthesis via Guided DC-GANs

Ponce Lopez, V., Burghardt, T., Sun, Y., Hannuna, S., Aldamen, D. & Mirmehdi, M., 2 Sep 2019, International Conference on Image Analysis and Processing: Lecture Notes in Computer Science. Springer, Vol. 11751. p. 488-498 11 p. (Lecture Notes in Computer Science; vol. 11751).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph

Smith, R. & Burghardt, T., 14 Feb 2019, Pattern Recognition: 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings. Brox, T., Bruhn, A. & Fritz, M. (eds.). Springer, Cham, p. 487-502 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11269 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

1 Downloads (Pure)

Deep Learning for Exploration and Recovery of Uncharted and Dynamic Targets from UAV-like Vision

Andrew, W., Greatwood, C. & Burghardt, T., Jan 2019, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018). Institute of Electrical and Electronics Engineers (IEEE), p. 1124-1131 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

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

DefectNET: multi-class fault detection on highly-imbalanced datasets

Anantrasirichai, N. & Bull, D., 19 Aug 2019, IEEE International Conference on Image Processing (ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access

Determining the three-dimensional structure of a volcanic plume using Unoccupied Aerial System (UAS) imagery

Wood, K., Albadra, A., Berthoud, L., Calway, A., Watson, M., Thomas, H., Richardson, T., Liu, E. & Chigna, G., 16 Nov 2019, In : Journal of Volcanology and Geothermal Research. 106731.

Research output: Contribution to journalArticle (Academic Journal)

1 Citation (Scopus)
2 Downloads (Pure)

DS-KCF: a real-time tracker for RGB-D data

Hannuna, S., Camplani, M., Hall, J., Mirmehdi, M., Damen, D., Burghardt, T., Paiement, A. & Tao, L., 1 Oct 2019, In : Journal of Real-Time Image Processing. 16, p. 1439-1458 20 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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9 Citations (Scopus)
489 Downloads (Pure)

Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance

Elkholy, A., Hussein, M., Gomaa, W., Damen, D. & Saba, E., 11 Mar 2019, In : IEEE Journal of Biomedical and Health Informatics.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
291 Downloads (Pure)

E-Learning Tool to Enhance Technological Pedagogical Content Knowledge

Cui, H., Tancock, S. & Dahnoun, N., 15 Jul 2019, 2019 8th Mediterranean Conference on Embedded Computing (MECO). 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Energy proportional neural network inference with adaptive voltage and frequency scaling

Nunez-Yanez, J., 1 May 2019, In : IEEE Transactions on Computers. 68, 5, p. 676-687 12 p., 8531784.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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4 Citations (Scopus)
241 Downloads (Pure)

Enhanced Video Compression Based on Effective Bit Depth Adaptation

Zhang, A., Afonso, M. & Bull, D., 30 Apr 2019, (Accepted/In press) 2019 26th IEEE International Conference on Image Processing (ICIP 2019). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
213 Downloads (Pure)

Environment Capture and Simulation for UAV Cinematography Planning and Training

Boyle, S., Newton, M., Zhang, A. & Bull, D., 9 Jun 2019.

Research output: Contribution to conferenceConference Paper

Open Access
File
85 Downloads (Pure)

EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition

Kazakos, V., Nagrani, A., Zisserman, A. & Damen, D., 2 Nov 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV). 10 p. (2019 IEEE/CVF International Conference on Computer Vision (ICCV)).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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6 Citations (Scopus)
43 Downloads (Pure)
Open Access
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102 Downloads (Pure)

Evaluation of clustering methods in compression of topological models and visual place recognition using global appearance descriptors

Cebollada, S., Payá, L., Mayol, W. & Reinoso, O., 22 Jan 2019, In : Applied Sciences (Switzerland). 9, 3, 30 p., 377.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
6 Citations (Scopus)
158 Downloads (Pure)

Exploiting Task-based Parallelism in Application Loops

Cui, H. & Dahnoun, N., 15 Jul 2019, 2019 8th Mediterranean Conference on Embedded Computing (MECO). 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Exploring heterogeneous scheduling for edge computing with CPU and FPGA MPSoCs

Rodríguez, A., Navarro, A., Asenjo, R., Corbera, F., Gran, R., Suárez, D. & Nunez-Yanez, J., 1 Sep 2019, In : Journal of Systems Architecture. 98, p. 27-40 14 p.

Research output: Contribution to journalArticle (Academic Journal)

3 Citations (Scopus)

Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings

Wray, M., Larlus, D., Csurka, G. & Damen, D., 2 Nov 2019. 10 p.

Research output: Contribution to conferenceConference Paper

Open Access
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146 Downloads (Pure)

FPGA high rate pseudo-random single photon counting correlator

Ai, X., Nock, R., Dahnoun, N. & Rarity, J., 1 Jan 2019, Proceedings 2015 European Conference on Lasers and Electro-Optics - European Quantum Electronics Conference, CLEO/Europe-EQEC 2015. Optical Society of America (OSA), (Proceedings 2015 European Conference on Lasers and Electro-Optics - European Quantum Electronics Conference, CLEO/Europe-EQEC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Gaussian Process Latent Variable Alignment Learning

Kazlauskaite, I. & Ek, C. H., 1 Sep 2019, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Chaudhuri, K. & Sugiyama, M. (eds.). PMLR, Vol. 89. p. 748-757 10 p. (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
49 Downloads (Pure)

Harmonic-band Complex Wavelet Transform Audio Analysis and Synthesis

Gillan, A. R. & Hill, P. R., 17 Apr 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 850-854 5 p. 8683539. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

HGR-Net: A fusion network for hand gesture segmentation and recognition

Dadashzadeh, A., Targhi, A. T., Tahmasbi, M. & Mirmehdi, M., 1 Dec 2019, In : IET Computer VIsion. 13, 8, p. 700-707 8 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
1 Citation (Scopus)

Hotspot modeling of hand-machine interaction experiences from a head-mounted RGB-D camera

Chen, L., Nakamura, Y., Kondo, K. & Mayol-Cuevas, W., 1 Feb 2019, In : IEICE Transactions on Information and Systems. 2, p. 319-330 12 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Hotspots Integrating of Expert and Beginner Experiences of Machine Operations through Egocentric Vision

Chen, L., Nakamura, Y., Kondo, K., Aldamen, D. & Mayol-Cuevas, W., 11 Jul 2019, International Conference on Machine Vision Applications . Institute of Electrical and Electronics Engineers (IEEE), 6 p. 18820914

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
146 Downloads (Pure)

Improving drone localisation around wind turbines using monocular model-based tracking

Moolan-Feroze, O., Karachalios, K., Nikolaidis, D. & Calway, A., 12 Aug 2019, 2019 IEEE International Conference on Robotics and Automation (ICRA 2019). Institute of Electrical and Electronics Engineers (IEEE), p. 7713 - 7719 7 p. (l: IEEE International Conference on Robotics and Automation).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

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

Learning Discriminative Embeddings for Object Recognition on-the-fly

Lagunes Fortiz, M., Damen, D. & Mayol-Cuevas, W., 24 May 2019.

Research output: Contribution to conferenceConference Paper

Open Access
File
136 Downloads (Pure)

Learning Visual Actions Using Multiple Verb-Only Labels

Wray, M. & Damen, D., 12 Sep 2019. 14 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
18 Downloads (Pure)

Machine Learning Techniques for Detecting Slow, Sustained Deformation in InSAR Time Series.

Biggs, J., Anantrasirichai, N., Albino, F., Hill, P. & Ponce Lopez, V., 2019, p. S54A-03.

Research output: Contribution to conferenceConference Abstract

Markerless Active Trunk Shape Modelling for Motion Tolerant Remote Respiratory Assessment

Soleimani, V., Mirmehdi, M., Damen, D. & Dodd, J., Feb 2019, 2018 25th IEEE International Conference on Image Processing (ICIP 2018): Proceedings of a meeting held 7-10 October 2018, Athens, Greece. Institute of Electrical and Electronics Engineers (IEEE), p. 2077-2081 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
1 Citation (Scopus)
220 Downloads (Pure)
Open Access
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3 Citations (Scopus)
41 Downloads (Pure)

Multimodal Retinal Image Registration and Fusion Based on Sparse Regularization via a Generalized Minimax-concave Penalty

Tian, X., Zheng, R., Chu, C. J., Bell, O. H., Nicholson, L. B. & Achim, A., 17 Apr 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1010-1014 5 p. 8683010. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

MU-Massive MIMO for UWA Communication

Bocus, J., Doufexi, A. & Agrafiotis, D., Jun 2019, 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall 2018): Proceedings of a meeting held 27-30 August 2018, Chicago, Illinois, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 1754-1758 5 p. 8690941

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
178 Downloads (Pure)

Non-Orthogonal Multiple Access (NOMA) for Underwater Acoustic Communication

Bocus, J., Agrafiotis, D. & Doufexi, A., 12 Apr 2019, 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall 2018). Institute of Electrical and Electronics Engineers (IEEE), Vol. 2018-August. 8690996

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

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

Parallel Multiprocessing and Scheduling on the Heterogeneous Xeon+FPGA Platform

Rodríguez, A., Navarro, A., Asenjo, R., Corbera, F., Gran, R., Suarez, D. & Nunez-Yanez, J., 18 Jun 2019, In : Journal of Supercomputing. 21 p.

Research output: Contribution to journalArticle (Academic Journal)

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

Perceptually-inspired super-resolution of compressed videos

Ma, D., Fernandez Afonso, M., Zhang, A. & Bull, D., 15 Aug 2019. 8 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
127 Downloads (Pure)

Performance of OFDM-based massive MIMO OTFS systems for underwater acoustic communication

Bocus, J., Doufexi, A. & Agrafiotis, D., 7 Nov 2019, In : IET Communications. 14, 4, p. 588 - 593 6 p.

Research output: Contribution to journalArticle (Academic Journal)

Perspective Correcting Visual Odometry for Agile MAVs using a Pixel Processor Array

Greatwood, C., Bose, L., Richardson, T., Mayol-Cuevas, W., Chen, J., Carey, S. J. & Dudek, P., 7 Jan 2019, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Institute of Electrical and Electronics Engineers (IEEE), 8 p. (Proceedings of the International Conference on Intelligent Robots and Systems).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
167 Downloads (Pure)

Predicting Out-of-View Feature Points for Model-Based Camera Pose Estimation

Moolan-Feroze, O. & Calway, A., Mar 2019, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018): Proceedings of a meeting held 1-5 October 2018, Madrid, Spain. Institute of Electrical and Electronics Engineers (IEEE), p. 82-88 7 p. 8594297

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

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

Real-Time Stereo Vision Implementation on Nvidia Jetson TX2

Cui, H. & Dahnoun, N., Jun 2019, 2019 8th Mediterranean Conference on Embedded Computing (MECO). 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Regularisation With a Dictionary of Lines for Medical Ultrasound Image Deconvolution

Anantrasirichai, N., Allinovi, M., Hayes, W., Bull, D. & Achim, A. M., 11 Jul 2019, IEEE 16th International Symposium on Biomedical Imaging .

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Retro-Actions: Learning ‘Close’ by Time-Reversing ‘Open’ Videos

Price, W. & Damen, D., 2 Nov 2019, IEEE/CVF International Conference on Computer Vision (ICCV) 2019. 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
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33 Downloads (Pure)