Visual Tracking Using Max-Average Pooling and Weight-Selection Strategy
Data analysis about reconstruction errors. (a) It illustrates the relationships between sparse reconstruction errors and the image sequences as occlusions come; (b) it describes the function of Weight-Selection strategy which decreases the impacts of reconstruction errors during the tracking. Value 1 or 2 represents the option for W-S strategy.
(a) Reconstruction errors for sparse representation