no code implementations • 14 Apr 2022 • Roman Pflugfelder, Axel Weissenfeld, Julian Wagner
In our experiment only five annotated images yield a $F_1$ score of 0. 81 on a new video showing more complex traffic patterns than the Las Vegas video.
no code implementations • 27 Apr 2020 • Julian Pegoraro, Roman Pflugfelder
This paper presents an analysis of state-of-the-art detectors with imagery of green borders and proposes to train Mask R-CNN on new training data which captures explicitly the problem of fragmented occlusion.
no code implementations • 29 Jan 2020 • Roman Pflugfelder, Axel Weissenfeld, Julian Wagner
Vehicle detection in aerial and satellite images is still challenging due to their tiny appearance in pixels compared to the overall size of remote sensing imagery.
no code implementations • 3 Jul 2017 • Roman Pflugfelder
This survey presents a deep analysis of the learning and inference capabilities in nine popular trackers.
no code implementations • CVPR 2015 • Georg Nebehay, Roman Pflugfelder
We propose a novel method for establishing correspondences on deformable objects for single-target object tracking.
no code implementations • 4 Mar 2015 • Matej Kristan, Jiri Matas, Ales Leonardis, Tomas Vojir, Roman Pflugfelder, Gustavo Fernandez, Georg Nebehay, Fatih Porikli, Luka Cehovin
This paper addresses the problem of single-target tracker performance evaluation.