Certification
Online Course
Tutorial/How To/Guides
Edge Detection
This lecture overviews Edge Detection that has many applications in image analysis, notably shape description and object recognition. It covers the following topics in detail: Edge detection using numerical differentiation or image statistics.
Certification
Online Course
Tutorial/How To/Guides
Structure from Motion
Image-based 3D Shape Reconstruction, Stereo and multiview imaging principles will be overviewed. The following topics will be covered: Feature extraction and matching. Triangulation and Bundle Adjustment. Mathematics of structure from motion.
Certification
Online Course
Tutorial/How To/Guides
Stereo and Multiview Imaging
Stereoscopic and multiview imaging will be explored in depth, as they have tremendous applications in many applications, ranging from autonomous car/drone/robot/vessel vision to Surveying Engineering to Medical Imaging.
Certification
Online Course
Video/Webinars
The Machine Learning of Time: Past and Future
This resource corresponds to the 2nd video from the AI Excellence Lecture Series.
Certification
Online Course
Video/Webinars
Toward efficient and safe intelligent aerial robotics and aerial manipulation
This resource corresponds to 8th video from the AI Excellence Lecture Series.
An Introduction to PAC-Bayesian Analysis
This resource corresponds to 9th video from the AI Excellence Lecture Series.