Search Results for author: Stefan Breuers

Found 5 papers, 3 papers with code

Large-Scale Object Mining for Object Discovery from Unlabeled Video

no code implementations28 Feb 2019 Aljosa Osep, Paul Voigtlaender, Jonathon Luiten, Stefan Breuers, Bastian Leibe

This paper addresses the problem of object discovery from unlabeled driving videos captured in a realistic automotive setting.

Object Discovery

Towards Large-Scale Video Video Object Mining

no code implementations19 Sep 2018 Aljosa Osep, Paul Voigtlaender, Jonathon Luiten, Stefan Breuers, Bastian Leibe

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.

Detection-Tracking for Efficient Person Analysis: The DetTA Pipeline

1 code implementation26 Apr 2018 Stefan Breuers, Lucas Beyer, Umer Rafi, Bastian Leibe

In the past decade many robots were deployed in the wild, and people detection and tracking is an important component of such deployments.

Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video

1 code implementation23 Dec 2017 Aljoša Ošep, Paul Voigtlaender, Jonathon Luiten, Stefan Breuers, Bastian Leibe

We explore object discovery and detector adaptation based on unlabeled video sequences captured from a mobile platform.

Autonomous Driving Object Discovery +1

Towards a Principled Integration of Multi-Camera Re-Identification and Tracking through Optimal Bayes Filters

2 code implementations12 May 2017 Lucas Beyer, Stefan Breuers, Vitaly Kurin, Bastian Leibe

With the rise of end-to-end learning through deep learning, person detectors and re-identification (ReID) models have recently become very strong.

Association

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