Research Output

2020

Accurate and interpretable prediction of poor health in small ruminants with accelerometers and machine learning

Montout, A. X., Bhamber, R. S., Lange, D. S., Ndlovu, D. Z., Morgan, E. R., Ioannou, C. C., Terrill, T. H., Wyk, J. A. V., Burghardt, T. & Dowsey, A. W., 4 Aug 2020, (Submitted)

Research output: Other contribution

Action Modifiers: Learning from Adverbs in Instructional Videos

Doughty, H., Laptev, I., Mayol-Cuevas, W. & Damen, D., 5 Aug 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), 11 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).

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

Open Access
File
35 Downloads (Pure)

Aerial Animal Biometrics: Individual Friesian Cattle Recovery and Visual Identification via an Autonomous UAV with Onboard Deep Inference

Andrew, W., Greatwood, C. & Burghardt, T., 27 Jan 2020, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Institute of Electrical and Electronics Engineers (IEEE), 7 p. (IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)).

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

Open Access
File
219 Downloads (Pure)

A Generalized Gaussian Extension to the Rician Distribution for SAR Image Modeling

Karakuş, O., Kuruoglu, E. E. & Achim, A., 15 Jun 2020, (Unpublished) In : arXiv. 15 p.

Research output: Contribution to journalArticle (Academic Journal)

File
1 Downloads (Pure)
Open Access
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75 Downloads (Pure)

A SIMULATION ENVIRONMENT FOR DRONE CINEMATOGRAPHY

Zhang, F., Boyle, S. J. & Bull, D. R., 2 Jul 2020, (Accepted/In press).

Research output: Contribution to conferenceConference Paper

Augmented Visual SLAM for the Localisation of a Transportation Asset Management Survey Vehicle

Strain, T. J., Wilson, R. E., Calway, A. D. & Littleworth, R., 3 Mar 2020, (Submitted).

Research output: Contribution to conferenceConference Paper

Baseline monitoring of volcanic regions with little recent activity: application of Sentinel-1 InSAR to Turkish volcanoes

Biggs, J. J., Dogru, F., Dagliyar, A., Albino, F., Yip, S. T. H., Brown, S. K., Anantrasirichai, N. & Atici, G., 2020, (In preparation) In : Journal of Applied Volcanology.

Research output: Contribution to journalArticle (Academic Journal)

BVI-SynTex: A Synthetic Video Texture Dataset for Video Compression and Quality Assessment

Katsenou, A., Dimitrov, G., Ma, D. & Bull, D., 27 Feb 2020, In : IEEE Transactions on Multimedia.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
44 Downloads (Pure)

Centroids Triplet Network and Temporally-Consistent Embeddings for In-Situ Object Recognition

Lagunes Fortiz, M. A., Damen, D. & Mayol-Cuevas, W. W., 30 Jun 2020, (Accepted/In press) 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Institute of Electrical and Electronics Engineers (IEEE)

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

Comparing VVC, HEVC and AV1 using Objective and Subjective Assessments

Zhang, F., Katsenou, A. V., Afonso, M., Dimitrov, G. & Bull, D. R., 23 Mar 2020, (Unpublished) In : arXiv.

Research output: Contribution to journalArticle (Academic Journal)

File
3 Downloads (Pure)

Content-gnostic Bitrate Ladder Prediction for Adaptive Video Streaming

Katsenou, A., Sole, J. & Bull, D., 9 Jan 2020, Picture Coding Symposium 2019. IEEE Computer Society, 5 p. (Picture Coding Symposium (PCS)).

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

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

Convergence Guarantees for Non-Convex Optimisation with Cauchy-Based Penalties

Karakus, O., Mayo, P. & Achim, A., 10 Mar 2020, (Unpublished) In : arXiv. 15 p.

Research output: Contribution to journalArticle (Academic Journal)

1 Downloads (Pure)

DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition

Perrett, T. & Damen, D., 9 Jan 2020, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), 10 p. (Conference on Computer Vision and Pattern Recognition (CVPR)).

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

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

Detecting Ground Deformation in the Built Environment Using Sparse Satellite InSAR Data With a Convolutional Neural Network

Anantrasirichai, N., Biggs, J. J., Kelevitz, K., Sadeghi, Z., Wright, T., Thompson, J., Achim, A. M. & Bull, D. R., 31 Aug 2020, In : IEEE Transactions on Geoscience and Remote Sensing. 11 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
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21 Downloads (Pure)
Open Access
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27 Downloads (Pure)

Encoding in the Dark Grand Challenge: An Overview

Anantrasirichai, N., Zhang, F., Malyugina, A., Hill, P. R. & Katsenou, A., 2020, ICME 2020. Institute of Electrical and Electronics Engineers (IEEE)

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

Enhancing VVC through CNN-based Post-Processing

Zhang, F., Chen, F., Bull, D. & Bull, D. R., 30 Jun 2020, IEEE International Conference on Multimedia & Expo (ICME). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

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

Open Access
File
9 Downloads (Pure)

Fast Depth Estimation for View Synthesis

Anantrasirichai, N., Geravand, M., Braendler, D. & Bull, D. R., 29 May 2020, (Accepted/In press) 28th European Signal Processing Conference.

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

Fully Embedding Fast Convolutional Networks on Pixel Processor Arrays

Bose, L., Dudek, P., Chen, J., Carey, S. J. & Mayol-Cuevas, W. W., 23 Aug 2020. 16 p.

Research output: Contribution to conferenceConference Paper

Fusing Animal Biometrics with Autonomous Robotics: Drone-based Search and Individual ID of Friesian Cattle [Extended Abstract]

Andrew, W., Greatwood, C. & Burghardt, T., 5 Mar 2020, p. 38-43. 6 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
12 Downloads (Pure)

GAN-based Effective Bit Depth Adaptation for Perceptual Video Compression

Ma, D., Zhang, F. & Bull, D., 6 Mar 2020, (Accepted/In press) IEEE International Conference on Multimedia & Expo (ICME). Institute of Electrical and Electronics Engineers (IEEE)

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

Open Access
File
132 Downloads (Pure)
Open Access
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58 Downloads (Pure)

High-speed Light-weight CNN Inference via Strided Convolutions on a Pixel Processor Array

Liu, Y., Bose, L. N., Chen, J., Carey, S. J., Dudek, P. & Mayol-Cuevas, W. W., 29 Jul 2020, (Accepted/In press) BMVC 2020 Programme. British Machine Vision Association

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

Image fusion via sparse regularization with non-convex penalties

Anantrasirichai, N., Zheng, R., Selesnick, I. & Achim, A., 1 Mar 2020, In : Pattern Recognition Letters. 131, p. 355-360 6 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access

Inter and Intra-core Power Modelling for Single-ISA Heterogeneous Processors

Nikov, K. & Nunez-Yanez, J., 28 Apr 2020, In : International Journal of Embedded Systems. 12, 3

Research output: Contribution to journalArticle (Academic Journal)

Meta-Learning with Context-Agnostic Initialisations

Perrett, T. J., Masullo, A., Burghardt, T., Mirmehdi, M. & Damen, D., 23 Sep 2020, (Accepted/In press) Asian Conference on Computer Vision.

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

File
1 Downloads (Pure)

Modelling impulsive noise in indoor powerline communication systems

Karakus, O., Kuruoglu, E. E. & Altinkaya, M. A., 4 Jun 2020, In : Signal, Image and Video Processing.

Research output: Contribution to journalArticle (Academic Journal)

Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

Munro, J. & Damen, D., 5 Aug 2020, Computer vision and Pattern Recognition: CVPR 2020. Institute of Electrical and Electronics Engineers (IEEE), p. 119-129 11 p. (Conference on Computer Vision and Pattern Recognition (CVPR)).

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

Open Access
File
56 Downloads (Pure)

On Solving SAR Imaging Inverse Problems Using Non-Convex Regularisation with a Cauchy-based Penalty

Karakuş, O. & Achim, A., 1 May 2020, (Unpublished) In : arXiv. 17 p.

Research output: Contribution to journalArticle (Academic Journal)

File
14 Downloads (Pure)

Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications

Masullo, A., Burghardt, T., Damen, D., Perrett, T. & Mirmehdi, M., 1 May 2020, In : Sensors. 20, 9, 20 p., 2576.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
38 Downloads (Pure)

Prediction of Thrombectomy Functional Outcomes Using Multimodal Data

Samak, Z. A., Clatworthy, P. & Mirmehdi, M., 8 Jul 2020, Communications in Computer and Information Science: Medical Image Understanding and Analysis. Springer, Vol. 1248.

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

Quantifying defence cascade responses as indicators of pig affect and welfare using computer vision methods

Statham, P., Hannuna, S., Jones, S., Campbell, N., Colborne, G. R., Browne, W. J., Paul, E. S. & Mendl, M., 2 Jun 2020, In : Scientific Reports. 10, 13 p., 8933 (2020).

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
23 Downloads (Pure)

Remaining useful life estimation using Long Short-term Memory (LSTM) neural networks and deep fusion

Zhang, Y., Lieven, N. A. J., Hutchinson, P. & Nunez-Yanez, J. L., 15 Jan 2020, In : IEEE Access. 8, p. 19033 - 19045 13 p., 8960368.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
126 Downloads (Pure)

Representation Learning via Cauchy Convolutional Sparse Coding

Mayo, P., Karakuş, O., Holmes, R. & Achim, A., 8 Aug 2020, (Unpublished) In : arXiv. 19 p.

Research output: Contribution to journalArticle (Academic Journal)

File
2 Downloads (Pure)

Simultaneous drone localisation and wind turbine model fitting during autonomous surface inspection

Moolan-Feroze, O., Karachalios, K., Nikolaidis, D. & Calway, A., 27 Jan 2020, Proceedings IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019). Institute of Electrical and Electronics Engineers (IEEE), 8 p. (IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)).

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

Open Access
File
15 Downloads (Pure)

The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines

Damen, D., Doughty, H. R., Farinella, G. M., Fidler, S., Furnari, A., Kazakos, E., Moltisanti, D., Munro, J. P. N., Perrett, T., Price, W. & Wray, M., 25 Apr 2020, (Accepted/In press) In : IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to journalArticle (Academic Journal)

Open Access

Time-series Prediction Approaches to Forecasting Deformation in Sentinel-1 Insar Data

Hill, P., Biggs, J., Lopez, V. P. & Bull, D., 16 Jul 2020, (Accepted/In press) In : Solid Earth.

Research output: Contribution to journalArticle (Academic Journal)

Video compression with low complexity CNN-based spatial resolution adaptation

Zhang, F. & Bull, D. R., 20 Apr 2020, (Accepted/In press) Video compression with low complexity CNN-based spatial resolution adaptation.

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

Open Access

VI-Net—View-Invariant Quality of Human Movement Assessment

Sardari, F., Paiement, A., Hannuna, S. & Mirmehdi, M., 2020, In : Sensors.

Research output: Contribution to journalArticle (Academic Journal)

Open Access

Visual Identification of Individual Holstein-Friesian Cattle via Deep Metric Learning

Andrew, W., Gao, J., Mullan, S. M., Campbell, N. W., Dowsey, A. & Burghardt, T., 16 Jun 2020, (Unpublished) In : arXiv. 37 p.

Research output: Contribution to journalArticle (Academic Journal)

File
8 Downloads (Pure)

Visual Odometry Using Pixel Processor Arrays for Unmanned Aerial Systems in GPSDenied Environments

Mcconville, A., Bose, L. N., Clarke, R. J., Mayol-Cuevas, W. W., Chen, J., Carey, S., Dudek, P. & Richardson, T. S., 10 Aug 2020, (Accepted/In press) In : Frontiers in Robotics and AI.

Research output: Contribution to journalArticle (Academic Journal)

You Are Here: Geolocation by Embedding Maps and Images

Samano Abonce, O. N., Zhou, M. & Calway, A. D., 28 Aug 2020. 17 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
17 Downloads (Pure)
2019

A 5.25ps-resolution TDC on FPGA using DSP blocks

Tancock, S. & Dahnoun, N., 30 Apr 2019. 5 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
37 Downloads (Pure)

A Camera That CNN: Towards Embedded Neural Networks on Pixel Processor Arrays

Bose, L. N., Chen, J., Carey, S. J., Dudek, P. & Mayol-Cuevas, W. W., 2 Nov 2019. 10 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
49 Downloads (Pure)

Action Recognition from Single Timestamp Supervision in Untrimmed Videos

Moltisanti, D., Fidler, S. & Damen, D., 20 Jun 2019.

Research output: Contribution to conferenceConference Paper

Open Access
File
62 Downloads (Pure)

Adaptive event-triggered anomaly detection in compressed vibration data

Zhang, Y., Hutchinson, P., Lieven, N. A. J. & Nunez-Yanez, J., 1 May 2019, In : Mechanical Systems and Signal Processing. 122, p. 480-501 22 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
2 Citations (Scopus)
89 Downloads (Pure)
Open Access
File
14 Citations (Scopus)
46 Downloads (Pure)