PhD Studentship in Advanced Deep Learning Methods for Tomographic Imaging University of Southampton, Education Hub (Engineering & the Env)

PhD Studentship: Advanced Deep Learning Methods for Tomographic Imaging


Education Hub (Engineering & the Env)


Location: Highfield Campus


Closing Date: Thursday 31 May 2018


Reference: 987018MM


Deep Learning methods have revolutionised machine learning in the last few years. Recently Spatial Transform networks and Transforming Auto-encoders have been developed that specifically encode spatial transformation parameters into the network architecture. In this project, these ideas will be applied to the recovery of volumetric images from noisy and limited projection data. In fast CT imaging applications, the problem is the efficient reconstruction of volumetric x-ray attenuation images from noisy and limited data. Deep learning approaches have the advantage that they can learn prior information about objects that are to be imaged, including shape and material distributions. In this project, Spatial Transform Networks and Transforming Auto-encoders will be used to build these models.

 

Apply online here: https://www.southampton.ac.uk/engineering/postgraduate/research_degrees/apply.page


If you apply for this position please say you saw it on Engineeroxy

Apply

All Jobs

surrey

Anu

Melbourne

nottingham university

Sfu

Tcd

Uni Birmingham

Uni Copenhagen

Uni Geneve

Uni Gothenburg

Uni Kuwait

Uni Lausanne

Uni Laval

Uni Nus Singapore

Uni Seoul

Uni Unsw