På svenska

Presentation Information     2017-06-19 (14:15)   •  4307

Speaker Kalyan Ram Ayyalasomayajula  (CBA)
Title Introduction to proximal operator for solving energy functionals in image processing
Abstract Many approaches in traditional image analysis such as image segmentation, denoising, motion blur etc can be framed as an energy functional using total variational models (TVM). Framing the TVM as a deep neural network would allow end to end joint training of energy functionals with convolutional neural networks (CNNs) providing better solutions. The recent emergence for proximal operator show a lot of promise in this direction. The seminar is dedicated to presenting an introduction to the Proximal operator and its possible use in solving the generic TVM and energy minimization techniques.