Arne Schumann — accepted AI-conference papers

2023

Drone-vs-Bird Detection Grand Challenge at ICASSP2023

Angelo Coluccia, Alessio Fascista, Lars Sommer, Arne Schumann, Anastasios Dimou, Dimitrios Zarpalas +1

ICASSP 2023accepted

This paper presents the 6th edition of the "Drone-vs-Bird" Detection Grand Challenge, organized within the 48th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Taking video samples recorded by commercial RGB cameras as input, the challenge stimulates the design of…

Cited by 0 Source ↗Scholar ↗

2019

SkyScapes Fine-Grained Semantic Understanding of Aerial Scenes

Seyed Majid Azimi, Corentin Henry, Lars Sommer, Arne Schumann, Eleonora Vig

ICCV 2019poster

Understanding the complex urban infrastructure with centimeter-level accuracy is essential for many applications from autonomous driving to mapping, infrastructure monitoring, and urban management. Aerial images provide valuable information over a large area instantaneously; nevertheless, no current…

Cited by 75 PDF ↗Scholar ↗

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 2018poster

Person re-identification is a challenging retrieval task that requires matching a person’s acquired image across non-overlapping camera views. In this paper we propose an effective approach that incorporates both the fine and coarse pose information of the person to learn a discrim- inative embeddin…

Cited by 604 Source ↗PDF ↗Scholar ↗