Payam Goodarzi:

Comparison and Optimization of CNN-based Object Detectors for Fisheye Cameras

Kurzbeschreibung

The ultimative objective of this thesis is to tackle the lack of CNN-based detectors specialiazed on fisheye images. Thereby experiments are required, therefore we will compare the performance of several state-of-the-arts and optimize one of them. Along the way we construct a new object detection framework to perform our experiments as convenient as possible. Generally the entire work done in this thesis can be divided into two main parts as follows:

  • Optimization of CNN-based detector for fisheye images.
  • Construction of an object detection framework.
Abschluss
Master of Science (M.Sc.)
Abgabedatum
22.01.2019
Sprache
eng