Research Associate in Visual Computing

2 weeks ago


Bath, United Kingdom University of Bath Full time

Research Associate in Visual Computing (fixed-term)

Job title Research Associate in Visual Computing (fixed-term)

Department Computer Science

Salary Starting from £37,099, rising to £44,263

Grade Grade 7

Contract Type Full Time

Placed on Thursday 01 February 2024

Closing date Thursday 14 March 2024

Interview date To be confirmed

Reference ED11166R

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**MyWorld Project**:
As part of the £35m MyWorld programme, we are searching for three motivated individuals to create the next generation of content capture and creation tools for the creative industries across film, TV, games and immersive Virtual and Augmented/Mixed Reality.

This work will make use of the latest advances in Machine Learning technology, e.g. generative AI, trained on datasets of world-leading quality obtained via our unique CAMERA Studio facilities.

There are two positions available, and each is a fixed-term role with funding for 2.5 years.

**Project Focus**:
Topics of focus include:

- Automatic capture and rigging of high-quality avatars/digital doubles including biomechanically accurate dynamics
- Efficient capture of cinematic quality 4D volumetric data including ML/AI tools to allow artistic control and editing
- Next generation of virtual production including lightfield synthesis to recreate truly real-world lighting on set

The following section details the brand-new equipment available that you will be given priority access to. This work will be interdisciplinary and collaborative and will span research across computer vision, computer graphics and machine learning.

CAMERA is an established research centre with a track record in the fields of motion capture, analysis and work with the creative industries.

We have a strong track record of supporting the career development of our researcher including four former research associates now with faculty positions.

Our intention is to help support and develop the future leaders of the field and there will be many opportunities to showcase and champion the new research and technology developed on a global stage.

We also hope that you will help advise the CAMERA project and PhD students working on aligned topics.

**The CAMERA Studio**

As part of our recent expansion we are very excited about the opening of the new CAMERA studio which uniquely comprises four state-of-the-art capture stages as illustrated above:

- Motion Capture Stage: Our marker based motion-capture facility is centred on 36 26MP Vicon Valkyrie cameras that can be used to capture highly detailed movement (e.g. individual fingers) as well as group interactions (many participants) in the large capture volume. We are interested in capturing truly realistic motion: this could be for training or validating markerless capture systems or biomechanical analysis. We have force-plates to capture ground-reaction forces and suspension harnesses to simulate constrained motion (e.g. movement under Lunar or Martian gravity).
- Face/Body Light Stage and Photogrammetry Rig: The face capture system comprises a light-stage from Esper with 25MP cameras and high-speed lighting control. The photogrammetry rig allows us to perform body reconstructions, e.g. for creating avatars. Combined, they allow us to capture cinematic quality datasets, e.g. to investigate training data for automatic avatar creation and rig construction suitable for high-end visual effects.
- 4D Volumetric Capture Stage: This new room scale stage allows for free-form 4D capture or lightfield capture using 48 24MP Emergent machine vision cameras. This will allow capture of high-quality, dynamic datasets and we are interested in using new view synthesis to provide virtual camera paths as well as new methods for artistic control and editing of volumetric data (e.g. allowing NERFs or similar to be used in immersive AR/VR productions or in visual effects).
- Virtual Production Stage: This brand new 12m by 3m LED wall will allow us to develop the next generation of capture and editing tools for media production. After initial success with projects such as ILM’s work on the Mandalorian, there is an increasing demand for virtual production. Access to a state-of-the-art background wall plus movable front lighting walls and ceiling panels will let us work on the next generation of production and visual effects pipelines. We are particularly interested in generation of the highest quality capture, e.g. recreation of lightfields for lighting accuracy, and to provide the most intuitive creative control for the director, actors and crew.

You will work alongside the six members of our excellent studio team who have long-standing experience across both technical and creative/artistic aspects of the studio. Collaboratively, they will assist with capturing exciting and challenging new datasets or showcasing our research with internationally leading studios and award-winning creative teams (e.g. DNEG and Aardman Animations).

**CAMERA and MyWorld Partners**:
There are m



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