About
I am passionate about video coding, streaming, processing, and all the goody goodness that comes along with it. A strong artificial neural networks enthusiast.
For a complete list of my publications, please visit my Google Scholar account
Teaching
Neural Networks – Teaching Assistant
Research
My current research is focused on the application of computer vision and deep learning methods in football domain.
In Football Playing Field Registration Using Distance Maps we have proposed a method for playing field registration from single images
In Improving Radial Lens Distortion Correction Using Multi-task Learning we have explored a range of techniques for radial lens distortion correction.
In Football360: Introducing a New Dataset for Camera Calibration in Sports Domain we have introduced a new dataset for radial lens distortion correction in football domain.
Publications
- 2024 – Igor Jánoš and Vanda Benešová – Improving radial lens distortion correction with multi-task learning
- 2023 – Igor Jánoš and Vanda Benešová – Football360: Introducing a New Dataset for Camera Calibration for Sports Domain