Displaying 269 resources
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
Camera Geometry
After a brief introduction to image acquisition and light reflection, the building blocks of modern cameras will be surveyed, along with geometric camera modelling.
Certification
Online Course
Tutorial/How To/Guides
Image Acquisition
This lecture overviews that has many applications in computer vision, digital imaging, social media and media production.
Certification
Online Course
Tutorial/How To/Guides
Digital Images and Videos
This lecture overviews various digital image types: 2D images, 3D images (videos, medical volumes, hyperspectral images). Multichannel images, e.g., colour and multispectral images and colour theory come next.
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.