Yang Hua

Phone+44 (0)28 9097 1816
EmailY.Hua@qub.ac.uk

Room 02.020 - Titanic Quarter - ECIT
United Kingdom

Research activity per year

If you made any changes in Pure these will be visible here soon.

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

Academic Personal Webpage

Fingerprint

Dive into the research topics where Yang Hua is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

14 Similar Profiles

Network

Recent external collaboration on country level. Dive into details by clicking on the dots or

4 Active

R5159ECS: Artificial Intelligence for Vision Based Navigation - Externally Sponsored Studentship Agreement
Robertson, N. & Hua, Y.
21/12/2020 → …
Project: Research
R2733CPH: Using data science to determine the best combination of factors for the diagnosis of AMD and to detect clinical change over time
Hogg, R., Hua, Y., Kee, F., Lengyel, I., McKnight, A. J., Sousa, J. & Wright, D.
03/08/2020 → …
Project: Research
R8454ECI: Deep domain adaptation for general object classification and detection in infra-red
Robertson, N. & Hua, Y.
10/04/2019 → …
Project: Research
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

23 Conference contribution
9 Article
3 Patent

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 Society
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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
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 Access
File
59 Downloads (Pure)
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 Access
File
23 Downloads (Pure)
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 Access
File
5 Downloads (Pure)

Joint Winner of PASCAL VOC Challenge Classification Competition 2010
Hua, Yang (Recipient), 2010
Prize: Prize (including medals and awards)
Joint Winner of PASCAL VOC Challenge Classification Competition 2011
Hua, Yang (Recipient), 2011
Prize: Prize (including medals and awards)
Joint winner of PASCAL VOC Challenge Classification Competition 2012
Hua, Yang (Recipient), 2012
Prize: Prize (including medals and awards)
Student grant of European Conference on Computer Vision 2014
Hua, Yang (Recipient), 2014
Prize: Prize (including medals and awards)
University’s STAR (Staff Recognition), Queen's University Belfast
Hua, Yang (Recipient), 2019
Prize: Prize (including medals and awards)

18 Publication peer-review
4 Visiting an external academic institution
3 Public lecture/debate/seminar
1 Participation in conference
More

IEEE Conference on Computer Vision and Pattern Recognition 2020 (Event)
Yang Hua (Peer reviewer)
14 Jun 2020 → 19 Jun 2020
Activity: Publication peer-review and editorial work types › Publication peer-review
European Conference on Computer Vision 2020 (Event)
Yang Hua (Peer reviewer)
23 Aug 2020 → 28 Aug 2020
Activity: Publication peer-review and editorial work types › Publication peer-review
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
AAAI Conference on Artificial Intelligence (AAAI-20) (Event)
Yang Hua (Peer reviewer)
07 Feb 2020 → 12 Feb 2020
Activity: Publication peer-review and editorial work types › Publication peer-review
Face Recognition Using Feature Fusion and Deep Learning
Yang Hua (Examiner)
11 Mar 2020
Activity: Examination types › PhD external examination