This lecture covers the fundamentals of visual intelligence, including the optical process of image formation, cognitive processes of visual perception, and the physiology of the visual nervous system. It also delves into the three R's of computer vision: Recognition, Reconstruction, and Reorganization, as well as image transformation, correspondence learning, motion analysis, optical flow, and recognition in videos.