Скачать или смотреть Use of machine learning in video enhancement - Marta Mrak

2019 Intelligent Sensing Summer School

Use of machine learning in video enhancement
Marta Mrak, BBC

The BBC is well-known for its stunning visual content and rich archives. We are researching how signal processing and machine learning techniques can add even more value to that content: from enriching both pixels and semantics of existing videos, to delivering them more efficiently to our audiences. This talk will include recent trends and our contributions to this topic. For example, these include the results include design of algorithms for reduction of video encoder complexity, colourisation of visual data (still images for now), interpretability of deep neural networks and super resolution.

As part of the 2019 Intelligent Sensing Summer School: http://cis.eecs.qmul.ac.uk/school2019...

Slides: http://cis.eecs.qmul.ac.uk/2019Summer...