• Article  

      Automatic Landmark Location for Analysis of Cardiac MRI Images 

      Jayne, C.; Lanitis, A.; Christodoulou, Chris C. (2012)
      This paper addresses the problem of automatic location of landmarks used for the analysis of MRI cardiac images. Typically the landmarks of shapes in MRI images are located manually which is a time consuming process requiring ...
    • Article  

      Neural network methods for one-to-many multi-valued mapping problems 

      Jayne, C.; Lanitis, A.; Christodoulou, Chris C. (2011)
      An investigation of the applicability of neural network-based methods in predicting the values of multiple parameters, given the value of a single parameter within a particular problem domain is presented. In this context, ...
    • Article  

      One-to-many neural network mapping techniques for face image synthesis 

      Jayne, C.; Lanitis, A.; Christodoulou, Chris C. (2012)
      This paper investigates the performance of neural network-based techniques applied to the problem of defining the relationship between a particular type of variation in face images and the multivariate data distributions ...