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ORCIDArne Schumann
- > Home > Persons > Arne Schumann
Publications
- 2022
[c43]Thaddäus Wiedemer, Stefan Wolf
, Arne Schumann, Kaisheng Ma, Jürgen Beyerer:
Few-Shot Supervised Prototype Alignment for Pedestrian Detection on Fisheye Images. CVPR Workshops 2022: 4141-4152- 2021
- [c40]Mickael Cormier, Stefan Wolf, Lars Sommer, Arne Schumann, Jürgen Beyerer:
Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU. EUROCON 2021: 40-44 - [c39]Lucas Florin, Andreas Specker, Arne Schumann, Jürgen Beyerer:
Hardness Prediction for More Reliable Attribute-based Person Re-identification. MIPR 2021: 418-424 - 2020
- [c37]Philipp Köhl, Andreas Specker, Arne Schumann, Jürgen Beyerer:
The MTA Dataset for Multi Target Multi Camera Pedestrian Tracking by Weighted Distance Aggregation. CVPR Workshops 2020: 4489-4498 - [c34]Andreas Specker, Arne Schumann, Jürgen Beyerer:
An Evaluation Of Design Choices For Pedestrian Attribute Recognition In Video. ICIP 2020: 2331-2335 - 2019
- [c32]Thomas Golda, Tobias Kalb, Arne Schumann, Jürgen Beyerer:
Human Pose Estimation for Real-World Crowded Scenarios. AVSS 2019: 1-8 - [c31]Andreas Specker, Arne Schumann, Jürgen Beyerer:
An Interactive Framework for Cross-modal Attribute-based Person Retrieval. AVSS 2019: 1-8 - [c30]Tobias Ringwald, Lars Sommer, Arne Schumann, Jürgen Beyerer, Rainer Stiefelhagen:
UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms. CVPR Workshops 2019: 544-552 - [i5]Thomas Golda, Tobias Kalb, Arne Schumann, Jürgen Beyerer:
Human Pose Estimation for Real-World Crowded Scenarios. CoRR abs/1907.06922 (2019) - 2018
- [c26]Oliver Acatay, Lars Sommer, Arne Schumann, Jürgen Beyerer:
Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery. AVSS 2018: 1-6 - [c24]Arne Schumann, Andreas Specker, Jürgen Beyerer:
Attribute-based Person Retrieval and Search in Video Sequences. AVSS 2018: 1-6 - [c23]Arne Schumann, Lars Sommer, Max Vogler, Jürgen Beyerer:
Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval. AVSS 2018: 1-6 - [c22]Lars Sommer, Oliver Acatay, Arne Schumann, Jürgen Beyerer:
Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data. AVSS 2018: 1-6 - [c18]Lars Wilko Sommer, Nicole Schmidt, Arne Schumann, Jürgen Beyerer:
Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery. ICIP 2018: 3054-3058 - [c17]Kun Nie, Lars Wilko Sommer, Arne Schumann, Jürgen Beyerer:
Semantic Labeling Based Vehicle Detection in Aerial Imagery. WACV 2018: 626-634 - [c16]Lars Wilko Sommer, Arne Schumann, Tobias Schuchert, Jürgen Beyerer:
Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery. WACV 2018: 635-642 - [i4]Krassimir Valev, Arne Schumann, Lars Wilko Sommer, Jürgen Beyerer:
A Systematic Evaluation of Recent Deep Learning Architectures for Fine-Grained Vehicle Classification. CoRR abs/1806.02987 (2018) - 2017
- [c15]Angelo Coluccia, Marian Ghenescu, Tomas Piatrik, Geert De Cubber, Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer, Mohammad Farhadi, Ruhallah Amandi, Cemal Aker, Sinan Kalkan, Muhammad Saqib, Nabin Sharma, Sultan Daud Khan, Khan Makkah, Michael Blumenstein:
Drone-vs-Bird detection challenge at IEEE AVSS2017. AVSS 2017: 1-6 - [c14]Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer:
Deep cross-domain flying object classification for robust UAV detection. AVSS 2017: 1-6 - [c13]Lars Wilko Sommer, Kun Nie, Arne Schumann, Tobias Schuchert, Jürgen Beyerer:
Semantic labeling for improved vehicle detection in aerial imagery. AVSS 2017: 1-6 - [c12]Lars Wilko Sommer, Arne Schumann, Thomas Muller, Tobias Schuchert, Jürgen Beyerer:
Flying object detection for automatic UAV recognition. AVSS 2017: 1-6
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