This lecture overviews Finite Element Method for Stress Analysis that has many applications in Mechanical and Civil engineering, in Material Science and Biomedicine. It covers the following topics in detail: Strain and Stress, Finite Element Method, FEM Steps Advantages and Limitations, Applications in Biomedical Imaging and safety.
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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… Continue reading 3D Geometry Modeling
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… Continue reading Active and Passive 3D shape reconstruction methods
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… Continue reading Introduction to 3D imaging