Displaying 304 resources
Terse notes on Riemannian geometry
The technical report gives a compact introduction into the basic definitions and theorems of Riemannian geometry, Lie groups & Lie algebras and symmetric spaces.
MultiDrone Datasets
This lecture overviews MultiDrone Datasets that has many applications in autonomous drone research and development.
e-Symposium 2023: Natural Language processing for political text analysis
Natural Language Processing (NLP) is a subfield of artificial intelligence and computational linguistics with the goal of “understanding” human language.
Robots Learning (Through) Interactions
The acquisition and self-improvement of novel motor skills is among the most important problems in robotics. I will discuss various learning techniques we developed that enable robots to have complex interactions with their environment and humans.
Video Summarization
This lecture overviews Video Summarization that has many applications in video description, search, retrieval and browsing.
Image Typology
This lecture overviews various digital image types: 2D images, 3D images (videos, medical volumes, hyperspectral images). Multichannel images, e.g., colour and multispectral images come next. RGBD images and graphics texture images.
Drone Cinematography
This lecture overviews issues related to drone cinematography for TV, cinema and media production.
Drone Communication Networks
This lecture overviews Drone Communication Networks that has many applications in autonomous drones.
Syntactic Pattern Recognition
This lecture overviews that has many applications in data analysis. It covers the following topics in detail: Syntactic Pattern Recognition Systems. Preprocessing Techniques. String-Based Models.
Digital Image Processing
This lecture overviews Digital Image Processing that has many applications in improving image visual quality.
Digital Image Compression
This lecture overviews Digital Image Restoration that has many applications in scientific/medical imaging and in digital photography.
Finite Element Method for Stress Analysis
This lecture overviews Finite Element Method for Stress Analysis that has many applications in Mechanical and Civil engineering, in Material Science and Biomedicine.