Visual object tracking is one of the most challenging problems in multimedia processing with numerous applications, such as video retrieval, video editing, video surveillance, augmented reality, motion analysis, human-computer interaction with multimedia, etc. Despite significant progress has been made in recent years, various factors, such as occlusions, out-of-view, non-rigid deformations, il…