Projects per year
Personal profile
Research Interests
My interests focus on fundamental research topics and real-world applications in computer vision and machine learning, specifically,
- Visual recognition and video understanding
- Visual learning with limited labeled data
- Robust representative learning and its interpretations
- Hardware-aware machine learning
Teaching
- [2019 Fall]: How to do research (Half-day course, PhD Structured Development)
- [2019 Fall]: Database and Programming Fundamentals (DSA8002, MSc in Data Analytics)
- [2018 Fall]: How to do research (Half-day course, PhD Structured Development)
- [2018 Fall]: Database and Programming Fundamentals (DSA8002, MSc in Data Analytics)
- [2018 Spring]: How to do research (Half-day course, PhD Structured Development)
- [2017 Fall]: Database and Programming Fundamentals (DSA8002, MSc in Data Analytics)
Other
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Network
Projects
- 4 Active
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R5159ECS: Artificial Intelligence for Vision Based Navigation - Externally Sponsored Studentship Agreement
21/12/2020 → …
Project: Research
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R8454ECI: Deep domain adaptation for general object classification and detection in infra-red
10/04/2019 → …
Project: Research
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R2295CEM: Improved phenotyping of microvascular changes in Diabetic Retinopathy with multi-level data.
Hogg, R., Chakravarthy, U., Hua, Y. & McKay, G.
31/05/2016 → …
Project: Research
Research output
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Fine-Grained Pose Temporal Memory Module for Video Pose Estimation and Tracking
Wang, C., Hua, Y., Song, T., Xue, Z., Ma, R., Robertson, N. & Guan, H., 29 Jan 2021, (Accepted) 2021 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE Signal Processing SocietyResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks
Wang, X., Hua, Y., Kodirov, E., Clifton, D. & Robertson, N., 01 Mar 2021, (Accepted) 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): Proceedings. 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An RSS-Based Classification of User Equipment Usage in Indoor Millimeter Wave Wireless Networks Using Machine Learning
Zhang, L., Hua, Y., Cotton, S. L., YOO, SEONG. KI., DA SILVA, CLAUDIO. R. C. M. & Scanlon, W. G., 13 Jan 2020, In: IEEE Access. 8, p. 14928-14943 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Improving Detection And Recognition Of Degraded Faces By Discriminative Feature Restoration Using GAN
Ghosh, S. S., Hua, Y., Mukherjee, S. S. & Robertson, N. M., 30 Sep 2020, 2020 IEEE International Conference on Image Processing (ICIP): Proceedings. IEEE , p. 2146-2150 5 p. (IEEE International Conference on Image Processing (ICIP): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Learning Deep Relations to Promote Saliency Detection
Chen, C., Sun, X., Hua, Y., Dong, J. & Xv, H., 12 Feb 2020, 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 proceeding › Conference contribution
Open AccessFile5 Downloads (Pure)
Prizes
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Joint Winner of PASCAL VOC Challenge Classification Competition 2010
Hua, Yang (Recipient), 2010
Prize: Prize (including medals and awards)
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Joint Winner of PASCAL VOC Challenge Classification Competition 2011
Hua, Yang (Recipient), 2011
Prize: Prize (including medals and awards)
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Joint winner of PASCAL VOC Challenge Classification Competition 2012
Hua, Yang (Recipient), 2012
Prize: Prize (including medals and awards)
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Student grant of European Conference on Computer Vision 2014
Hua, Yang (Recipient), 2014
Prize: Prize (including medals and awards)
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University’s STAR (Staff Recognition), Queen's University Belfast
Hua, Yang (Recipient), 2019
Prize: Prize (including medals and awards)
Activities
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IEEE Conference on Computer Vision and Pattern Recognition 2020 (Event)
Yang Hua (Peer reviewer)
14 Jun 2020 → 19 Jun 2020Activity: Publication peer-review and editorial work types › Publication peer-review
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European Conference on Computer Vision 2020 (Event)
Yang Hua (Peer reviewer)
23 Aug 2020 → 28 Aug 2020Activity: Publication peer-review and editorial work types › Publication peer-review
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IEEE Transactions on Pattern Analysis and Machine Intelligence (Journal)
Yang Hua (Peer reviewer)
17 Apr 2020 → …Activity: Publication peer-review and editorial work types › Publication peer-review
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AAAI Conference on Artificial Intelligence (AAAI-20) (Event)
Yang Hua (Peer reviewer)
07 Feb 2020 → 12 Feb 2020Activity: Publication peer-review and editorial work types › Publication peer-review
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Face Recognition Using Feature Fusion and Deep Learning
Yang Hua (Examiner)
11 Mar 2020Activity: Examination types › PhD external examination