Guia docente 2024_25 Escola de Enxeñaría de Telecomunicación

Contents

Topic	Sub-topic
Image analysis	Overview of color spaces. Spatial filters.Filters and the convolutional networks. Segmentation based in colour, textures, outlines and models. Segmentation by means of trained models. Extraction of descriptive characteristics and invariants. There will be a hands-on practice for this part, programming a small project.
Description and classification of objects.	Clustering. Image descriptors. Classical and probabilistic decisors. Classification. convolutional neural networks (CNN). Deep learning based object detection. There will be a hands-on practice for this part, programming a small project.
Applications	Description of end-to-end pipeline processing. Classical approximation, with models of deep and hybrid learning. Real-time video processing There will be a hands-on practice for this part, programming a small project.