Displaying 338 resources
Image Features
This lecture overviews Image Features that have many applications in computer vision, image analysis, stereo vision, image registration, motion estimation and object tracking.
Hypothesis Testing
This lecture overviews Hypothesis Testing that has many applications in statistics and pattern recognition.
3D Animation
This lecture overviews 3D Animation that has many applications in 3D computer graphics, games, data visualization, simulators, Virtual Environments and media production.
Hybrid AI for knowledge representation and model-based medical image understanding
Image understanding benefits from the modeling of knowledge about both the scene observed and the objects it contains as well as their relationships.
3D Image Processing
This lecture overviews 3D Image Processing, 3D volume filtering, (e.g., 3D moving average filter, 3D median filters), 3D mathematical morphology operators, anisotropic diffusion, 3D volume interpolation and 3D histogram equalization, 3D volume
Social Impact of AI Science and Engineering: Information Filtering and Disinformation
This lecture addresses several important questions on the interface between technology and society:
Why our world becomes ever more complex?
Can we cope with world complexity?
What is the relation between freedom of speech and information filt
3D Geometry Modeling
This lecture overviews that has many applications in 3D Computer Graphics, Architecture, Civil and Mechanical Engineering and in Medical imaging.
Image Sampling
This lecture overviews spatial image frequency content and image sampling. Rectangular and hexagonal sampling grids are presented. Sampled image frequency content is analyzed and a 2D version of Shannon theorem is presented.
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.