Underwater multi-object tracking (UMOT) is an important technology in marine animal ethology. It affected by complex factors such as scattering, background interference, and occlusion, which makes it a challenging computer vision task. As result, the stable continuation of trajectories among different targets has been key to performance UMOT tasks. To solve challenges, we propose underwater alg...