Data Association Methods

Data association methods are techniques used to correctly link pieces of information or observations to the right sources or objects in complex systems, such as tracking multiple objects in a video or radar. They help algorithms determine which data points belong to which objects over time, especially when objects move or overlap. These methods improve accuracy by comparing data attributes like position, velocity, or appearance, ensuring that the system maintains consistent and reliable identification of each object in dynamic environments.