Universität Karlsruhe (TH) at TRECVID 2009. - Hazim Kemal Ekenel; Arne Schumann; Hua Gao; Rainer Stiefelhagen (TRECVID, 2009)

Contextual Constraints for Person Retrieval in Camera Networks. - Martin Bäuml; Makarand Tapaswi; Arne Schumann; Rainer Stiefelhagen (AVSS, 2012)

Person tracking-by-detection with efficient selection of part-detectors. - Arne Schumann; Martin Bäuml; Rainer Stiefelhagen (AVSS, 2013)

A soft-biometrics dataset for person tracking and re-identification. - Arne Schumann; Eduardo Monari (AVSS, 2014)

Extended image differencing for change detection in UAV video mosaics. - Günter Saur; Wolfgang Krüger; Arne Schumann (Video Surveillance and Transportation Imaging Applications, 2014)

Object instance recognition using motion cues and instance specific appearance models. - Arne Schumann (Video Surveillance and Transportation Imaging Applications, 2014)

Transferring attributes for person re-identification. - Arne Schumann; Rainer Stiefelhagen (AVSS, 2015)

Person re-identification in UAV videos using relevance feedback. - Arne Schumann; Tobias Schuchert (Video Surveillance and Transportation Imaging Applications, 2015)

Drone-vs-Bird detection challenge at IEEE AVSS2017. - 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; et al. (AVSS, 2017)

Deep cross-domain flying object classification for robust UAV detection. - Arne Schumann; Lars Wilko Sommer; Johannes Klatte; Tobias Schuchert; Jürgen Beyerer (AVSS, 2017)

Semantic labeling for improved vehicle detection in aerial imagery. - Lars Wilko Sommer; Kun Nie; Arne Schumann; Tobias Schuchert; Jürgen Beyerer (AVSS, 2017)

Flying object detection for automatic UAV recognition. - Lars Wilko Sommer; Arne Schumann; Thomas Muller; Tobias Schuchert; Jürgen Beyerer (AVSS, 2017)

Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. - M. Saquib Sarfraz; Arne Schumann; Yan Wang; Rainer Stiefelhagen (BMVC, 2017)

Person Re-identification by Deep Learning Attribute-Complementary Information. - Arne Schumann; Rainer Stiefelhagen (CVPR Workshops, 2017)

Deep learning prototype domains for person re-identification. - Arne Schumann; Shaogang Gong; Tobias Schuchert (ICIP, 2017)

Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery. - Oliver Acatay; Lars Sommer; Arne Schumann; Jürgen Beyerer (AVSS, 2018)

UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. - Siwei Lyu; Ming-Ching Chang; Dawei Du; Wenbo Li 001; Yi Wei 006; Marco Del Coco; Pierluigi Carcagnì; Arne Schumann; Bharti Munjal; Dinh-Quoc-Trung Dang; Doo-Hyun Choi; Erik Bochinski; et al. (AVSS, 2018)

Attribute-based Person Retrieval and Search in Video Sequences. - Arne Schumann; Andreas Specker; Jürgen Beyerer (AVSS, 2018)

Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval. - Arne Schumann; Lars Sommer; Max Vogler; Jürgen Beyerer (AVSS, 2018)

Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data. - Lars Sommer; Oliver Acatay; Arne Schumann; Jürgen Beyerer (AVSS, 2018)

A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking. - M. Saquib Sarfraz; Arne Schumann; Andreas Eberle; Rainer Stiefelhagen (CVPR, 2018)

VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results. - Pengfei Zhu 001; Longyin Wen; Dawei Du; Xiao Bian; Haibin Ling; Qinghua Hu; Qinqin Nie; Hao Cheng 010; Chenfeng Liu; Xiaoyu Liu 005; Wenya Ma; Haotian Wu 006; et al. (ECCV Workshops (5), 2018)

VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results. - Pengfei Zhu 001; Longyin Wen; Dawei Du; Xiao Bian; Haibin Ling; Qinghua Hu; Haotian Wu 006; Qinqin Nie; Hao Cheng 010; Chenfeng Liu; Xiaoyu Liu 005; Wenya Ma; et al. (ECCV Workshops (5), 2018)

Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery. - Lars Wilko Sommer; Nicole Schmidt; Arne Schumann; Jürgen Beyerer (ICIP, 2018)

Semantic Labeling Based Vehicle Detection in Aerial Imagery. - Kun Nie; Lars Wilko Sommer; Arne Schumann; Jürgen Beyerer (WACV, 2018)

Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery. - Lars Wilko Sommer; Arne Schumann; Tobias Schuchert; Jürgen Beyerer (WACV, 2018)

A Systematic Evaluation of Recent Deep Learning Architectures for Fine-Grained Vehicle Classification. - Krassimir Valev; Arne Schumann; Lars Wilko Sommer; Jürgen Beyerer (CoRR, 2018)

Drone-vs-Bird Detection Challenge at IEEE AVSS2019. - Angelo Coluccia; Muhammad Saqib; Nabin Sharma; Michael Blumenstein; Vasileios Magoulianitis; Dimitrios Ataloglou; Anastasios Dimou; Dimitrios Zarpalas; Petros Daras; Céline Craye; Salem Ardjoune; Alessio Fascista; et al. (AVSS, 2019)

Human Pose Estimation for Real-World Crowded Scenarios. - Thomas Golda; Tobias Kalb; Arne Schumann; Jürgen Beyerer (AVSS, 2019)

An Interactive Framework for Cross-modal Attribute-based Person Retrieval. - Andreas Specker; Arne Schumann; Jürgen Beyerer (AVSS, 2019)

UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms. - Tobias Ringwald; Lars Sommer; Arne Schumann; Jürgen Beyerer; Rainer Stiefelhagen (CVPR Workshops, 2019)

SkyScapes - Fine-Grained Semantic Understanding of Aerial Scenes. - Seyed Majid Azimi; Corentin Henry; Lars Sommer; Arne Schumann; Eleonora Vig (ICCV, 2019)

VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results. - Dawei Du; Yue Zhang 011; Zexin Wang 003; Zhikang Wang; Zichen Song; Ziming Liu; Liefeng Bo; Hailin Shi; Rui Zhu 005; Aashish Kumar; Aijin Li; Almaz Zinollayev; et al. (ICCV Workshops, 2019)

UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets. - Thomas Pollok; Lorenz Junglas; Boitumelo Ruf; Arne Schumann (ISVC (1), 2019)

Large Scale Vehicle Re-Identification by Knowledge Transfer from Simulated Data and Temporal Attention. - Viktor Eckstein; Arne Schumann; Andreas Specker (CVPR Workshops, 2020)

The MTA Dataset for Multi Target Multi Camera Pedestrian Tracking by Weighted Distance Aggregation. - Philipp Köhl; Andreas Specker; Arne Schumann; Jürgen Beyerer (CVPR Workshops, 2020)

VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results. - Dawei Du; Longyin Wen; Pengfei Zhu 001; Heng Fan 001; Qinghua Hu; Haibin Ling; Mubarak Shah; Junwen Pan; Apostolos Axenopoulos; Arne Schumann; Athanasios Psaltis; Ayush Jain; et al. (ECCV Workshops (4), 2020)

VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results. - Heng Fan 001; Dawei Du; Longyin Wen; Pengfei Zhu 001; Qinghua Hu; Haibin Ling; Mubarak Shah; Junwen Pan; Arne Schumann; Bin Dong 006; Daniel Stadler; Duo Xu; et al. (ECCV Workshops (4), 2020)

An Evaluation Of Design Choices For Pedestrian Attribute Recognition In Video. - Andreas Specker; Arne Schumann; Jürgen Beyerer (ICIP, 2020)

Drone-vs-Bird Detection Challenge at IEEE AVSS2021. - Angelo Coluccia; Alessio Fascista; Arne Schumann; Lars Sommer; Anastasios Dimou; Dimitrios Zarpalas; Fatih Cagatay Akyon; Ogulcan Eryuksel; Kamil Anil Ozfuttu; Sinan Onur Altinuc; Fardad Dadboud; Vaibhav Patel; et al. (AVSS, 2021)

Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU. - Mickael Cormier; Stefan Wolf; Lars Sommer; Arne Schumann; Jürgen Beyerer (EUROCON, 2021)

Hardness Prediction for More Reliable Attribute-based Person Re-identification. - Lucas Florin; Andreas Specker; Arne Schumann; Jürgen Beyerer (MIPR, 2021)

FastAER Det: Fast Aerial Embedded Real-Time Detection. - Stefan Wolf; Lars Sommer; Arne Schumann (Remote. Sens., 2021)

Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge. - Angelo Coluccia; Alessio Fascista; Arne Schumann; Lars Sommer; Anastasios Dimou; Dimitrios Zarpalas; Miguel Méndez; David De la Iglesia; Iago González; Jean-Philippe Mercier; Guillaume Gagné; Arka Mitra; et al. (Sensors, 2021)

Few-Shot Supervised Prototype Alignment for Pedestrian Detection on Fisheye Images. - Thaddäus Wiedemer; Stefan Wolf; Arne Schumann; Kaisheng Ma; Jürgen Beyerer (CVPR Workshops, 2022)

Drone-vs-Bird Detection Challenge at ICIAP 2021. - Angelo Coluccia; Alessio Fascista; Arne Schumann; Lars Sommer; Anastasios Dimou; Dimitrios Zarpalas; Nabin Sharma; Mrunalini Nalamati; Ogulcan Eryuksel; Kamil Anil Ozfuttu; Fatih Cagatay Akyon; Kadir Sahin; et al. (ICIAP Workshops, 2022)

Pose-Guided Semantic Person Re-Identification in Surveillance Data. - Arne Schumann (2022)

Drone-vs-Bird Detection Grand Challenge at ICASSP2023. - Angelo Coluccia; Alessio Fascista; Lars Sommer; Arne Schumann; Anastasios Dimou; Dimitrios Zarpalas; Nabin Sharma (ICASSP, 2023)

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance. - Mathias Anneken; Nadia Burkart; Fabian Jeschke; Achim Kuwertz-Wolf; Almuth Mueller; Arne Schumann; Michael Teutsch (CoRR, 2025)