Projects per year
Personal profile
Overview
Dr Li Meng received her degrees of M.Sc. in Microelectronic Systems & Telecommunications in 1998 and Ph.D. in Pattern Recognition using Enhanced Machine Learning in 2002, both from the University of Liverpool, UK. Dr Meng joined the University of Hertfordshire as a lecturer in September 2004 and has been appointed as a principal lecturer since 2022. She has acted as the team leader in several funded research projects and is holding a strong research profile. She was awarded 'Best Research Guidance' by the University of Hertfordshire in 2018.
Research interests
Machine Learning, Computer Vision, Pattern Analysis, Biometrics, Artificial Intelligence.
Face recognition for security control:
• Completed a three-year KTP project of £195k which has been rated as 'outstanding' by Innovate UK
• Two European patent applications filed (see publications for details)
Face de-identification for privacy protection:
• Real-time face de-identification of videos
• Attribute-controlled face image synthesis using conditional generative adversarial networks
• A member of the Management Committee for the European COST Action IC1206 De-identification for privacy protection in multimedia content http://www.cost.eu/COST_Actions/ict/IC1206
• As reported by the IET E&T Magazine in article “Swapping Faces in Photos Could Protect Privacy Online” https://eandt.theiet.org/content/articles/2015/07/swapping-faces-in-photos-could-protect-privacy-online/
• A member of the BSI IST/37 Coding of picture, audio, multimedia and hypermedia information
• A member of the Biometrics Institute Privacy Expert Group
Research interests
Machine Learning, Computer Vision, Pattern Analysis, Biometrics, Artificial Intelligence.
Face recognition for security control:
• Completed a three-year KTP project of £195k which has been rated as 'outstanding' by Innovate UK http://www.herts.ac.uk/business-services/success-stories/knowledge-transfer/case-studies/next-generation-artificial-intelligence
• Two European patent applications filed (see publications for details)
Face de-identification for privacy protection:
• Real-time face de-identification of videos
• Attribute-controlled face image synthesis using conditional generative adversarial networks
• A member of the Management Committee for the European COST Action IC1206 De-identification for privacy protection in multimedia content http://www.cost.eu/COST_Actions/ict/IC1206
• As reported by the IET E&T Magazine in article “Swapping Faces in Photos Could Protect Privacy Online” https://eandt.theiet.org/content/articles/2015/07/swapping-faces-in-photos-could-protect-privacy-online/
• A member of the BSI IST/37 Coding of picture, audio, multimedia and hypermedia information
• A member of the Biometrics Institute Privacy Expert Group
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Collaborations and top research areas from the last five years
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KTP - Face Verification for Automated Identity Authentication (VeralD)
Livatino, S., Meng, L., Ariyaeeinia, A. & Hertlein, H.
1/08/14 → 31/10/17
Project: Research
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Face De-identification for Privacy Protection in Videos - funded by UH Proof of Concept research grant
1/05/11 → 30/10/11
Project: Research
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Why should I switch on my camera? Developing the cognitive skills of compassionate communications for online group/teamwork management
Gilbert, T., Meng, L., Kersten, S. & Jayasundara, J. M. P. V. K., 4 Aug 2023, In: Frontiers in Psychology. 14, 21 p., 1113098.Research output: Contribution to journal › Article › peer-review
Open AccessFile26 Downloads (Pure) -
Feature Fusion and Detection in Alzheimer’s Disease Using a Novel Genetic Multi-Kernel SVM Based on MRI Imaging and Gene Data
Meng, X., Wei, Q., Meng, L., Liu, J., Wu, Y. & Liu, W., 7 May 2022, (E-pub ahead of print) In: Genes. 13, 5, 15 p., e837.Research output: Contribution to journal › Article › peer-review
Open AccessFile24 Downloads (Pure) -
How UK HE STEM Students Were Motivated to Switch Their Cameras on: A Study of the Development of Compassionate Communications in Task-focused Online Group Meetings
Jayasundara, J. M. P. V. K., Gilbert, T., Kersten, S. & Meng, L., 30 Apr 2022, In: Education Sciences. 12, 5, 32 p., 317.Research output: Contribution to journal › Article › peer-review
Open AccessFile36 Downloads (Pure) -
A Triple-Network Dynamic Connection Study in Alzheimer's Disease
Meng, X., Wu, Y., Liang, Y., Zhang, D., Xu, Z., Yang, X. & Meng, L., 4 Apr 2022, (E-pub ahead of print) In: Frontiers in Psychiatry. 13, 10 p., 862958.Research output: Contribution to journal › Article › peer-review
Open AccessFile29 Downloads (Pure) -
Generating photo-realistic training data to improve face recognition accuracy
Sáez-Trigueros, D., Meng, L. & Hartnett, M., 1 Feb 2021, In: Neural Networks. 134, p. 86-94 9 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile27 Downloads (Pure)