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20002020

Research output per year

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Research Output

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2020

Expanding the Vocabulary of a Protein: Application of Subword Algorithms to Protein Sequence Modelling

Lennox, M., Robertson, N. & Devereux, B., 10 Apr 2020, (Accepted) 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society: Proceedings. 7 p.

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

Improving detection and recognition of degraded faces by discriminative feature restoration using gan

Ghosh, S. S., Hua, Y., Mukherjee, S. S. & Robertson, N., 16 May 2020, (Accepted) IEEE International Conference on Image Processing.

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

Object Guided External Memory Network for Video Object Detection

Deng, H., Hua, Y., Song, T., Zhang, Z., Xue, Z., Ma, R., Robertson, N. & Guan, H., 27 Feb 2020, 2019 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE

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

Open Access
File
6 Downloads (Pure)

Ranked List Loss for Deep Metric Learning

Wang, X., Hua, Y., Kodirov, E., Hu, G., Garnier, R. & Robertson, N. M., 09 Jan 2020, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2019): Proceedings. (IEEE/CVF Conference on Computer Vision and Pattern Recognition: Proceedings).

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

Open Access
File
32 Downloads (Pure)

Semantic Alignment: Finding Semantically Consistent Ground-truth for Facial Landmark Detection

Zhiwei, L., Hu, G., Zhu, X., Gao, H., Tang, M., Lei, Z., Robertson, N. & Wang, J., 09 Jan 2020, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2019): Proceedings. IEEE , 10 p. (Conference on Computer Vision and Pattern Recognition (CVPR): Proceedings).

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

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

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

Deep Metric Learning by Online Soft Mining and Class-Aware Attention

Wang, X., Hua, Y., Kodirov, E., Hu, G. & Robertson, N., 2019, AAAI-19: The Thirty-Third AAAI Conference on Artificial Intelligence: Proceedings. Association for the Advancement of Artificial Intelligence (AAAI), p. 5361-5368 8 p. (AAAI Conference on Artificial Intelligence).

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

Open Access
File
36 Downloads (Pure)

GAN-based Pose-aware Regulation for Video-based Person Re-identification

Borgia, A., Hua, Y., Kodirov, E. & Robertson, N. M., 07 Mar 2019, WACV 2019: The IEEE Winter Conference on Applications of Computer Vision: Proceedings. 10 p. (IEEE Winter Conference on Applications of Computer Vision (WACV): Proceedings).

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

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

IEGAN: Multi-purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network

Ghosh, S. S., Hua, Y., Mukherjee, S. S. & Robertson, N., 07 Mar 2019, WACV 2019: The IEEE Winter Conference on Applications of Computer Vision. 10 p. (IEEE Winter Conference on Applications of Computer Vision (WACV): Proceedings).

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

Open Access
File
122 Downloads (Pure)

Reinforcing Neural Network Stability with Attractor Dynamics

Deng, H., Hua, Y., Song, T., Xue, Z., Ma, R., Robertson, N. & Guan, H., 11 Nov 2019, (Accepted) 34th AAAI Conference on Artificial Intelligence (AAAI-20): Proceedings. Association for the Advancement of Artificial Intelligence (AAAI), (Proceedings of the AAAI Conference on Artificial Intelligence).

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

SC-RANK: Improving Convolutional Image Captioning with Self-Critical Learning and Ranking Metric-based Reward

Yan, S., Hua, Y. & Robertson, N., 01 Jul 2019, (Accepted) Proceedings of the British Machine Vision Conference 2019. Springer, 14 p. (Communications in Computer and Information Science ).

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

Unsupervised Video Summarization with Attentive Conditional Generative Adversarial Networks

He, X., Hua, Y., Song, T., Zhang, Z., Xue, Z., Ma, R., Robertson, N. & Guan, H., Oct 2019, Proceedings of the 27th ACM International Conference on Multimedia . Association for Computing Machinery (ACM), p. 2296–2304

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

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

Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States

Hu, G., Liu, L., Yuan, Y., Yu, Z., Hua, Y., Zhang, Z., Shen, F., Shao, L., Hospedales, T., Robertson, N. & Yang, Y., 06 Oct 2018, European Conference on Computer Vision 2018: Proceedings. p. 106-123 18 p. (Lecture Notes in Computer Science; vol. 11216).

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

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

Tracking-assisted Weakly Supervised Online Visual Object Segmentation in Unconstrained Videos

Zhang, Z., Hua, Y., Song, T., Xue, Z., Ma, R., Robertson, N. & Guan, H., 26 Oct 2018, ACM International Conference on Multimedia 2018: Proceedings. p. 941-949 9 p.

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

Open Access
File
276 Downloads (Pure)
2017

A Tale of Two Losses: Discriminative Deep Feature Learning for Person Re-Identification

Borgia, A., Hua, Y. & Robertson, N., 01 Jul 2017, Irish Machine Vision and Image Processing Conference 2017: Proceedings. Irish Pattern Recognition & Classification Society

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

Open Access
File
47 Downloads (Pure)

Attribute-Enhanced Face Recognition with Neural Tensor Fusion Networks

Hu, G., Hua, Y., Yuan, Y., Zhang, Z., Mukherjee, S. S., Hospedales, T., Robertson, N. & Yang, Y., 25 Dec 2017, International Conference on Computer Vision (ICCV) 2017: Proceedings. IEEE , p. 3764-3773 10 p. (IEEE International Conference on Computer Vision (ICCV)).

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

Open Access
File
26 Citations (Scopus)
336 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
677 Downloads (Pure)

Enhancing Long-Range Automatic Target Recognition Using Spatial Context

Rodger, I., Abbott, R., Robertson, N. & Connor, B., 21 Dec 2017, 2017 Sensor Signal Processing for Defence Conference (SSPD). IEEE , 6 p.

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

Open Access
File
75 Downloads (Pure)
2016

Classifying objects in LWIR imagery via CNNs

Rodger, I., Connor, B. & Robertson, N. M., 21 Oct 2016, Proc. SPIE: Electro-Optical and Infrared Systems: Technology and Applications XIII. Vol. 9987. p. 99870-99884 14 p.

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

Open Access
File
10 Citations (Scopus)
1986 Downloads (Pure)

Face Recognition Using a Unified 3D Morphable Model

Hu, G., Yan, F., Chan, C-H., Deng, W., Christmas, W., Kittler, J. & Robertson, N. M., 17 Sep 2016, Computer Vision – ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part VIII. Springer Verlag, p. 73-89 17 p. (Lecture Notes in Computer Science; vol. 9912).

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

Open Access
File
18 Citations (Scopus)
1707 Downloads (Pure)