Displaying 302 resources
2D Digital Filter Design and Implementation
This lecture overviews 2D Digital Filter Design and Implementation that has many applications in digital image filtering, computer vision (template matching) and convolutional neural networks .
3D Image and Video Quality
This lecture overviews 3D Image and Video Quality that has many applications in stereoscopic imaging, 3D TV and 3D cinema.
Image Acquisition
This lecture overviews that has many applications in computer vision, digital imaging, social media and media production.
Towards Robust End-to-End Driving
This resource corresponds to 5th video from the AI Excellence Lecture Series.
Esteemed experts and pioneering researchers delve into the complexities and advancements in the realm of developing robust end-to-end driving systems.
Course on Continual Learning (given at ESSAI 2023)
5 lectures on continual learning, given at ESSAI 2023.
Domain Adaptation and Generalization
There is an issue of domain shift in machine learning models, which occurs when models trained on one dataset perform poorly when tested on data from a different source.