Object detection and tracking is an active research topic in the field of computer vision that makes efforts to detect, recognize, and track objects through a series of frames. It has been found that object detection and tracking in the video sequence is a challenging task and a very time-consuming process. Object detection is the first step in building a larger computer vision system. A large amount of information can be derived from the detected object, as follows:
- The detected object can be classified into a particular class
- It can be tracked in an image sequence
- More information about the scene or other object inferences can be derived from the detected object
Object tracking is defined as the task of detecting objects in every frame of the video and establishing the correspondence between the detected objects from one frame...