Tracking Transforming Objects: A Novel Benchmark for Evaluating Visual Object Tracking Algorithms

This work introduces a novel benchmark, called DTTO, dedicated to the task of tracking transforming objects, which undergo significant changes in appearance, shape, and even category during the tracking process. The DTTO dataset aims to reveal the limitations of current visual object tracking methods and identify the primary challenges in tracking transforming objects.