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Deep Learning for Personalised Remarketing

For over a decade, our group (led by Dr. Yongmin Li) has been working in an extensive area of artificial intelligence and data science. Recent projects include medical imaging, bioimaging, AI-assisted tax assessment, foveated ray tracing, semantic video analysis, dynamic object modeling and image recognition. We have received numerous research awards from international conferences, professional organisations and the university. We invite talented and hard-working candidates to join us for their PhD study.

Deep Learning for Personalised Remarketing The project is aimed to investigate and develop new methods to manipulate and generate images and videos for personalised remarketing. Realistic image and video contents will be automatically generated from a user’s online profile (preferences, browsing history, shared pictures etc.) by embedding compatible items (e.g. clothes, hats, sunglasses etc) to the original pictures or videos of the user. The key methods and algorithms of the project include semantic segmentation from an input image, items (e.g. clothes) prototyping, person detection and pose estimation, effective training of Generative Adversarial Networks (GANs).

How to apply

If you are interested in applying for the above PhD topic please follow the steps below:

  1. Contact the supervisor by email or phone to discuss your interest and find out if you woold be suitable. Supervisor details can be found on this topic page. The supervisor will guide you in developing the topic-specific research proposal, which will form part of your application.
  2. Click on the 'Apply here' button on this page and you will be taken to the relevant PhD course page, where you can apply using an online application.
  3. Complete the online application indicating your selected supervisor and include the research proposal for the topic you have selected.

Good luck!

This is a self funded topic

Brunel offers a number of funding options to research students that help cover the cost of their tuition fees, contribute to living expenses or both. See more information here: https://www.brunel.ac.uk/research/Research-degrees/Research-degree-funding. The UK Government is also offering Doctoral Student Loans for eligible students, and there is some funding available through the Research Councils. Many of our international students benefit from funding provided by their governments or employers. Brunel alumni enjoy tuition fee discounts of 15%.