Essays about: "Erik Båvenstrand"

Found 2 essays containing the words Erik Båvenstrand.

1. 1. Real-Time Video Super-Resolution : A Comparative Study of Interpolation and Deep Learning Approaches to Upsampling Real-Time Video

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Erik Båvenstrand; [2021]
   Keywords : Super-Resolution; Real-Time; Deep Learning; Upsampling; Computer Vision; Machine Learning; Motion Compensation; Temporal Coherence; Superupplösning; Realtid; Djupinlärning; Uppsampling; Datorseende; Maskininlärning; Rörelsekompensation; Temporalt Sammanhängande;

   Abstract : Super-resolution is a subfield of computer vision centered around upsampling low-resolution images to a corresponding high-resolution counterpart. This degree project investigates the suitability of a deep learning method for real-time video super-resolution. READ MORE

3. 2. Performance Evaluation of Imitation Learning Algorithms with Human Experts

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Erik Båvenstrand; Jakob Berggren; [2019]
   Keywords : Imitation Learning; DAGGER; HG-DAGGER; Behavior Cloning; Machine Learning; TORCS; Imitationsinlärning; DAGGER; HG-DAGGER; Behavior Cloning; Maskininlärning; TORCS;

   Abstract : The purpose of this thesis was to compare the performance of three different imitation learning algorithms with human experts, with limited expert time. The central question was, ”How should one implement imitation learning in a simulated car racing environment, using human experts, to achieve the best performance when access to the experts is limited?”. READ MORE