Research output per year
Research output per year
Prof
Dept. of Electrical and Electronic Engineering, The University of Manchester, Manchester 13 9PL, UK
Hujun Yin received the BEng degree in Electronic Engineering and the MSc degree in Signal Processing, both from Southeast University, and the PhD degree in Neural Networks from University of York. He joined the University of Manchester (UMIST before the merge) in 1996 as a Post-doc Research Associate, was appointed a Lecturer in 1998 and subsequently promoted to Senior Lecturer, Reader and Professor. He has also been the Head of Business Engagement in AI and Data for the Faculty of Science and Engineering since 2019.
His main research interests include AI, machine learning, deep learning, image recognition, and data analytics. Recent projects focus on developing deep learning based vision systems for recycling industries, advanced machine learning for multispectral image analysis for early detection of plant viral infection, and data-driven sorrogate models in engineering designs. He is a Turing Fellow of the ATI (the Alan Turing Institue), a senior member of the IEEE, and a member of the EPSRC Peer Review College. He has been the Vice Chair of the IEEE CIS UK Ireland Chapter since 2019. He leads a team of 12 researchers working in a wide range of vision and machine learning challenges with strong emphasis on real-world medical, sustainable and industrial applications.
He gave a plenary talk to AIACT 2022, WSOM+ 2022 SOCO 2017, HAIS 2013, IEEE IST 2012, CBIC 2011 and HAIS 2008 and was a tutorial speaker at WCCI 2008 (Title: Nonlinear Dimensionality Reduction and Data Visualisation). He was chair of Special Session on Principal Manifolds and Data Visualisation at IJCNN 2007, and organiser of Biologically Inspired Information Fusion Workshop, Surrey, 22-23 August 2006. He gave a talk on "The Self-Organising Maps for Data Visualisation and Manifold Mapping" to Workshop on Principal Manifolds, Leicester, 24-26 August 2006.
He has been an Associate Editor for the IEEE Transactions on Cybernetics since 2015 and served as Associate Editor for IEEE Transactions on Neural Networks between 2006-2009. He had been a member of Editorial Board of International Journal of Neural Systems from 2005 till 2020.
Personal webpage, http://personalpages.manchester.ac.uk/staff/hujun.yin
BSc, MSc (Southeast), PhD (York)
Prof. Hujun Yin currently leads a team of 12 researchers working in vision systems and machine learning with strong emphasis on real-world and industrial applications. The team has a dedicated GPU server with 10 GPUs.
Neural Networks and Artificial Intelligence
pattern recognition, machine learning and deep learning
self-organising systems and unsupervised learning
data visualisation
text and document mining and organisation
industrial applications
Signal and Image Processing
image recognition, analysis and enhancement (visible, hyper-/multi-spectral, microscopic, etc.)
face recognition
multimodal information fusion
time series modelling and prediction
Bio-/Neuro-informatics
neural signal and local field potential analysis
populational spike train decoding
bio-data mining and gene expression modelling
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research output: Contribution to journal › Article › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
1/04/23 → 31/03/25
Project: Research
Cangelosi, A., Lennox, B., Weightman, A., Dennis, L., Dixon, C., Fisher, M., Herrmann, G., Dickson, A., Lanzon, A., Stancu, A., Saiani, A., Freitas, A., Nini, A., Voronkov, A., Brass, A., Vijayaraghavan, A., Parslew, B., crowther, W., Grieve, B., Adorno, B., Jay, C., Wang, C. C. L., Todd, C., Soutis, C., Arsene, C., Dresner, D., Barrett, E., Gowen, E., Arvin, F., Podd, F., Brown, G., Reger, G., Cooper, G., Mairs, H., Yin, H., Kinloch, I., Eleftheriou, I., Li, J., Carrasco Gomez, J., Ainsworth, J., Sinha, J., Ozanyan, K., Smith, K., Twomey, K., Margetts, L., Ren, L., Zhang, L., Cordeiro, L., Rattray, M., Bissett, M., Elliot, M., Alvarez, M., Luján, M., Nabawy BSc, MSc, PhD, MRAeS, SMAIAA, FHEA, M., Peek, N., Marjanovic, O., Dorn, O., Dudek, P., Green, P., Connolly, P., Da Silva Bartolo, P. J., Gardner, P., Martin, P., Potluri, V., Curtis, R., Schmidt, R., Banach, R., Batista-Navarro, R. T., Kaski, S., Midson, S., Watson, S., Holm, S., Furber, S., Schlegel, V., Mirihanage, W., Mansell, W., Pan, W., Sampson, W., Sellers, W., Yang, W., Cai, P., Sun, Y., Alharthi, A., Macario Rojas, A., Serhan, B., Yu, C., Abara, D., Lopez Pulgarin, E., Faruq, F., Tavella, F., Semeraro, F., Liu, G., Fang, G., Niu, H., Taylor, H., Zhu, H., Collenette, J., Amano, K., Lo, K. C. J., Raggioli, L., Romeo, M., Ruocco, M., Ghaffari Saadat, M., Walmsley, M., Mubarik, A., Vinanzi, S., Su, Y., Mcaleese, H., Stringer, P., Stoican, R., Ye, R., Kurawa, S. S., Zhang, T., Krywonos, W., Xu, Y., Tian, Y., Henderson, A., Morley, D., Tallentire, J., Clayton, J., Hawthornthwaite, S., Carlson, J. & Baniqued, P. D.
Project: Research
1/01/23 → 31/03/23
Project: Research
1/11/22 → 31/03/23
Project: Research
1/11/22 → 30/06/23
Project: Research
Alsuwaidi, Ali (Recipient), Grieve, Bruce (Recipient) & Yin, Hujun (Recipient), 2017
Prize: Prize (including medals and awards)
Yin, Hujun (Recipient), Feb 2022
Prize: National/international honour
Ouyang, Yicun (Recipient) & Yin, Hujun (Recipient), 2015
Prize: Prize (including medals and awards)
Hujun Yin (Chair)
Activity: Other
Hujun Yin (Academic expert member)
Activity: Membership › Membership of professional association
Hujun Yin (Associate editor)
Activity: Publication peer-review and editorial work › Editorial work
Hujun Yin (Associate editor)
Activity: Publication peer-review and editorial work › Editorial work
Hujun Yin (Member)
Activity: Membership › Membership of grants peer review college
Hujun Yin (Participant)
Impact: Economic, Environmental, Technological
Bruce Grieve (Participant) & Hujun Yin (Participant)
Impact: Economic, Technological, Environmental
Hujun Yin (Participant), James Burnstone (Participant) & Shireen Binti Mohd Zaki (Participant)
Impact: Technological impacts
Veys, C. (Contributor), Hibbert, J. (Contributor), Chatziavgerinos , F. (Contributor), Alsuwaidi, A. (Contributor), Hansen, M. (Contributor), Bernotas, G. (Contributor), Smith, M. (Contributor), Yin, H. (Contributor), Rolfe , S. (Contributor) & Grieve, B. (Contributor), Mendeley Data, 20 Feb 2019
DOI: 10.17632/ydmtggnzbw.1, https://data.mendeley.com/datasets/ydmtggnzbw
Dataset