297 citations · 601 across the 19 of their papers we have counts for
3 papers · 1 filter
Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video
Aljoša Ošep, Paul Voigtlaender, Jonathon Luiten +2
We explore object discovery and detector adaptation based on unlabeled video sequences captured from a mobile platform. We propose a fully automatic approach for object mining from…
Track, then Decide: Category-Agnostic Vision-based Multi-Object Tracking
Aljoša Ošep, Wolfgang Mehner, Paul Voigtlaender +1
The most common paradigm for vision-based multi-object tracking is tracking-by-detection, due to the availability of reliable detectors for several important object categories such…
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation
Paul Voigtlaender, Bastian Leibe
We tackle the task of semi-supervised video object segmentation, i.e. segmenting the pixels belonging to an object in the video using the ground truth pixel mask for the first fram…