Optical Systems for Autonomous Driving

The following topics are covered: Image processing methods for object detection and recognition in the area of self-driving cars. Methods for object localization in the vehicle surrounding based on the machine learning (image descriptors, convolutional neural networks, deep learning, SVM). Principles of vehicle detection, pedestrian detection, traffic sign detection, road line detection. Object recognition based on lidar and depth images.