297 citations · 601 across the 19 of their papers we have counts for
3 papers · 1 filter
Towards Large-Scale Video Video Object Mining
Aljosa Osep, Paul Voigtlaender, Jonathon Luiten +2
We propose to leverage a generic object tracker in order to perform object mining in large-scale unlabeled videos, captured in a realistic automotive setting. We present a dataset…
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation
Jonathon Luiten, Paul Voigtlaender, Bastian Leibe
We address semi-supervised video object segmentation, the task of automatically generating accurate and consistent pixel masks for objects in a video sequence, given the first-fram…
Iteratively Trained Interactive Segmentation
Sabarinath Mahadevan, Paul Voigtlaender, Bastian Leibe
Deep learning requires large amounts of training data to be effective. For the task of object segmentation, manually labeling data is very expensive, and hence interactive methods…