This lecture overviews Video Processing and Analysis that has many applications in digital TV, video streaming, video conferencing and social media, to mention a few applications. It covers the following topics in detail: Video sampling and digitization, Visual Moving Image Perception, Video filtering, Motion Estimation 2D visual object tracking, Video Compression, Video indexing and retrieval, Video Summarization, Video Captioning, Video description.