Jing-Lin Ma

TraTeTrack: historical trajectory-guided temporal modeling for visual object tracking

Currently, prevalent object-tracking methods are mostly trained using image pairs (i.e. a template image and a search image), and this training paradigm makes it difficult to capture temporal correlations in the object’s continuous motion. Meanwhile, methods that depend on consecutive video frame training incur a drast...