Abstract: In this paper, we address the issue of data imbalance in learning deep models for visual object tracking. ... We extensively validate the proposed shrinkage loss function on six benchmark ...

The demand for smart surveillance systems has been driven by the ubiquity of cameras in modern society. Among the crucial tasks in such systems, person re-identification (re-ID) and multiple object ...

A loss function (Weighted Hausdorff Distance) ... Plan and track work Code Review Manage code changes ... "Weighted Hausdorff Distance: A Loss Function For Object Localization", arXiv preprint ...

RBOT: Region-based Object Tracking RBOT is a novel approach to real-time 6DOF pose pose estimation of rigid 3D objects using a monocular RGB camera. The key idea is to derive a region-based cost ...