The applications of the nonlinear PDE models in the video object detection and tracking field are discussed in this chapter. This computer vision domain has important application areas, including video monitoring, law enforcement, security systems, human–computer interaction, video indexing and retrieval, robotic vision, medical imaging and augmented reality. A detection and tracking task means locating some certain objects in the frames of a video sequence and identifying their trajectories.