Asmar Nadeem
Postgraduate Research Student
Academic and research departments
Centre for Vision, Speech and Signal Processing (CVSSP), Department of Electrical and Electronic Engineering.About
My research project
Audio-visual object-based dynamic scene representation from monocular videoThis project will investigate the transformation of monocular audio and visual video into a spatially localised object-based audio-visual representation.
Self-supervised and weakly supervised deep learning will be investigated for the transformation of general scenes into semantically labelled and localised objects.
Learning on in-the-wild and BBC archive datasets will be investigated to support the generalisation to complex scenes. Specific use-cases such as sports and programme recommendation will also be investigated for evaluation in constrained contexts. The approach will be evaluated on both live and legacy content.
Supervisors
This project will investigate the transformation of monocular audio and visual video into a spatially localised object-based audio-visual representation. Self-supervised and weakly supervised deep learning will be investigated for the transformation of general scenes into semantically labelled and localised objects. Learning on in-the-wild and BBC archive datasets will be investigated to support the generalisation to complex scenes. Specific use-cases such as sports and programme recommendation will also be investigated for evaluation in constrained contexts. The approach will be evaluated on both live and legacy content.