Gain an in-depth understanding of the features of digital images and video signals and how to process images with suitable algorithms.

Understand how a digital image is presented, what are the preprocessing and image manipulation procedures, how to perform image segmentation, how to detect different contours and objects, and how to track detected objects. Gain an in-depth understanding of the features of digital images and video signals and how to process images with suitable algorithms. Finally, gain an overview of different computer vision-based advanced ADAS algorithms and practical guidelines for constructing them.

Course Topics:

Digital Image Presentation
Techniques for image preprocessing and image manipulation
Geometric image transformations
Edge detection
Image segmentation and contour detection
Object detection
Definition of object detection and challenges in object detection
Motion analysis and object tracking
 CV-based advanced ADAS algorithms