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2020

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
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30 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
214 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)

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)
123 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)

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., 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)

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)

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
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127 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)

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

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
50 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
14 Downloads (Pure)

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
2019

A fine-grained perspective onto object interactions from first-person views

Damen, D., 25 Feb 2019, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Kerren, A., Hurter, C. & Braz, J. (eds.). SciTePress, p. 11-13 3 p. (Advances in Intelligent Systems & Computing).

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

Open Access
File
9 Downloads (Pure)

A Frame Rate Conversion Method Based on a Virtual Shutter Angle

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

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

Open Access
File
147 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)
104 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
188 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

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)

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
214 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
File
6 Citations (Scopus)
43 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)

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)

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)

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
147 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)
143 Downloads (Pure)

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)
222 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)

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
168 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
File
33 Downloads (Pure)

Semantically Selective Augmentation for Deep Compact Person Re-Identification

Ponce-López, V., Burghardt, T., Hannunna, S., Damen, D., Masullo, A. & Mirmehdi, M., 29 Jan 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Roth, S. & Leal-Taixé, L. (eds.). Springer Verlag, Vol. 11130. p. 551-561 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11130 LNCS).

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

Open Access
File
69 Downloads (Pure)

Ship Wake Detection in X-band SAR Images Using Sparse GMC Regularization

Karakus, O. & Achim, A., 16 Apr 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 2182-2186 5 p. 8683489. (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)

1 Citation (Scopus)

Super-Resolution OCT Based on α-Stable Distributions and Sparse Representations

Valdez Zermeno, D., Mayo Diaz De Leon, P. J., Nicholson, L. B. & Achim, A. M., 3 Feb 2019, Proceedings of the International BASP Frontiers Workshop 2019. Heriot-Watt University, p. 61 1 p. (International BASP Frontiers workshop).

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

Open Access
File
15 Downloads (Pure)

Super-Resolution OCT Using Sparse Representations and Heavy-Tailed Models

Zermeno, D. V., Mayo, P., Nicholson, L. & Achim, A., Jul 2019, Super-Resolution OCT Using Sparse Representations and Heavy-Tailed Models. Vol. 2019. p. 5585-5588 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)

1 Citation (Scopus)

The Pros and Cons: Rank-aware Temporal Attention for Skill Determination in Long Videos

Doughty, H., Mayol-Cuevas, W. & Damen, D., 11 Mar 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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

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

Towards integrating imaging techniques to assess manufacturing features and in-service damage in composite components

Jiménez-Fortunato, I., Bull, D. J., Barton, J. . M. & Thomsen, O. T., 1 Jan 2019, Residual Stress, Thermomechanics amp; Infrared Imaging, Hybrid Techniques and Inverse Problems. Baldi, A., Quinn, S., Balandraud, X., Dulieu-Barton, J. M. & Bossuyt, S. (eds.). Springer, Vol. 7. p. 97-100 4 p.

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

Open Access

View-invariant Pose Analysis for Human Movement Assessment from RGB Data

Sardari, F., Paiement, A. & Mirmehdi, M., 2019, International Conference on Image Analysis and Processing.

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