Dec 15, 2022 · Abstract. We propose a novel visual tracking method based on the Wasserstein transport proposal (WTP). In this study, we theoretically derive ...
We propose a novel visual tracking method based on the Wasserstein transport proposal (WTP). In this study, we theoretically derive the optimal proposal ...
This work proposes GlobalTrack, a pure global instance search based tracker that makes no assumption on the temporal consistency of the target's positions ...
CAU Scholar's Space: Optimal visual tracking using Wasserstein transport proposals.
OT was firstly proposed to solve mass transportation prob- lems in the 19th century and reappeared in the middle of the. 20th century in the work of ...
In this work, we present a novel scalable algorithm to approximate the Wasserstein Barycenters aiming at high-dimensional applications in machine learning. Our ...
Missing: visual | Show results with:visual
Dec 4, 2024 · We combine optimal transport with the sequence MC sampling and leverage their complementary advantages (i.e., exact mapping + seamless mapping) ...
Jan 30, 2022 · It formulates the problem of finding the optimal transport cost, i.e., computing the Wasserstein distance, as a PDE-constrained optimization ...
Dec 9, 2024 · Experimental results demonstrate that the proposed visual trackers outperform other state-of-the-art visual tracking methods quantitatively.
We propose a visual tracker using the optimal proposal function in MCMC. • We use a Wasserstein transport proposal (WTP) as the optimal proposal function. • The ...