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.
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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
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… Continue reading Video Production
Video Description
This lecture overviews that has many applications in broadcasting archives abd video description, search, retrieval and browsing. It covers the following topics in detail: MPEG-7 description Standard: Parts, Descriptors, Audiovisual Description Profile (AVDP). Video analysis / annotation software. EBUCore description Standard. PBCore description Standard. Standards and Usages. YouTube API & CNN Archive Metadata. Media Asset Management Systems (MAMs).
Video Indexing and Retrieval
This lecture overviews Video Indexing and Retrieval that has many applications in video description, search, retrieval and browsing. It covers the following topics in detail: Hierarchical video structure, Shot cut/transition detection, Video Summarization, Audiovisual content description, Video indexing and retrieval.