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Lars Wilko Sommer
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Publications
- 2021
- [c27]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 - [c26]Stefan Wolf, Jonas Meier, Lars Sommer, Jürgen Beyerer:
Double Head Predictor based Few-Shot Object Detection for Aerial Imagery. ICCVW 2021: 721-731 - 2020
- [c24]Daniel Stadler, Lars Wilko Sommer, Jürgen Beyerer:
PAS Tracker: Position-, Appearance- and Size-Aware Multi-object Tracking in Drone Videos. ECCV Workshops (4) 2020: 604-620 - 2019
- [j1]Lars Sommer, Tobias Schuchert, Jürgen Beyerer:
Comprehensive Analysis of Deep Learning-Based Vehicle Detection in Aerial Images. IEEE Trans. Circuits Syst. Video Technol. 29(9): 2733-2747 (2019) - [c20]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 - 2018
- [c17]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 - [c15]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 - [c14]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 - [c11]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 - [c10]Kun Nie, Lars Wilko Sommer, Arne Schumann, Jürgen Beyerer:
Semantic Labeling Based Vehicle Detection in Aerial Imagery. WACV 2018: 626-634 - [c9]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 - [i1]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
- [c8]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 - [c7]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 - [c6]Lars Wilko Sommer, Kun Nie, Arne Schumann, Tobias Schuchert, Jürgen Beyerer:
Semantic labeling for improved vehicle detection in aerial imagery. AVSS 2017: 1-6 - [c5]Lars Wilko Sommer, Arne Schumann, Thomas Muller, Tobias Schuchert, Jürgen Beyerer:
Flying object detection for automatic UAV recognition. AVSS 2017: 1-6 - [c4]Lars Wilko Sommer, Tobias Schuchert, Jürgen Beyerer:
Fast Deep Vehicle Detection in Aerial Images. WACV 2017: 311-319 - 2016
- [c2]Lars Wilko Sommer, Michael Teutsch, Tobias Schuchert, Jürgen Beyerer:
A survey on moving object detection for wide area motion imagery. WACV 2016: 1-9
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