3D Image Registration

This lecture overviews 3D Image Registration that has many applications in computer vision, and 3D medical imaging. It covers the following topics in detail: 2D and 3D rotations and translations, ICP algorithm, SVD 3D Point Cloud Registration.

3D Geometry Modeling

This lecture overviews that has many applications in 3D Computer Graphics, Architecture, Civil and Mechanical Engineering and in Medical imaging. It covers the following topics in detail: Modeling methods (3D Point Cloud, 3D meshes, Volumetric Images). Model conversions: 3D Point Cloud to Mesh Triangulation. 2D Contour Cross Sections to Mesh Triangulation. Volumetric Image to Mesh Triangulation. 3D Mesh to Volumetric Image Transformation, 2D Contour Cross Sections to Volumetric Image Transformation.

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 alignment.

Active and Passive 3D shape reconstruction methods

This lecture overviews Active and Passive 3D shape reconstruction methods that has many applications in 3D computer vision, autonomous systems perception and medical imaging. It covers the following topics in detail: Time of Flight (ToF) methods, combining ToF and RGB sensor data, LiDAR, Active Triangulation, Microsoft Kinect, Orbbec, SONAR. Shape from Texture, Shape from Shading and Shape from Focus.

Introduction to 3D imaging

This lecture overviews Introduction to 3D imaging that has many applications in medical imaging, scientific imaging, microscopy and computer vision. It covers the following topics in detail: Volumetric images, 3D points clouds, 3D surfaces, Medical image acquisition, 3D Image and Video Quality, 3D Data Processing, 3D Image and Shape Compression, 3D Video Coding And Broadcasting, 3D Image and Video Analysis, Image/volume registration, Image Rendering and View Synthesis, 3D Video Content Description, 3D Display Technologies.

Video Production

This lecture overviews Video Production that has many applications in movie and TV productions. It covers the following topics in detail: Pre-Production. Production: Camera mounts / Multicameras, Camera movements and lenses, Shot types, Lighting, Action/set recording (techniques). AI in Video Production. Post-Production: CGI, Visual Effects, Compositing natural and synthetic scenes, Digital manipulation, video edit and format conversion.