Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2018Adapted deep feature fusion for person re-identification in aerial images
Schumann, Arne; Metzler, Jürgen
Conference Paper
2018Attribute-based Person Retrieval and Search in Video Sequences
Schumann, Arne; Specker, Andreas; Beyerer, Jürgen
Conference Paper
2018Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery
Acatay, O.; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen
Conference Paper
2018Deep learning prototype domains for person re-identification
Schumann, A.; Gong, S.; Schuchert, T.
Conference Paper
2018Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data
Sommer, L.; Acatay, O.; Schumann, Arne; Beyerer, Jürgen
Conference Paper
2018An image processing pipeline for long range UAV detection
Schumann, Arne; Sommer, L.; Müller, Thomas; Voth, Sascha
Conference Paper
2018Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery
Sommer, L.; Schumann, A.; Schuchert, T.; Beyerer, J.
Conference Paper
2018Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval
Schumann, Arne; Sommer, L.; Vogler, M.; Beyerer, Jürgen
Conference Paper
2018Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery
Sommer, L.; Schmidt, N.; Schumann, Arne; Beyerer, Jürgen
Conference Paper
2018Semantic Labeling Based Vehicle Detection in Aerial Imagery
Nie, K.; Sommer, L.; Schumann, A.; Beyerer, J.
Conference Paper
2018Systematic evaluation of deep learning based detection frameworks for aerial imagery
Sommer, L.; Steinmann, L.; Schumann, Arne; Beyerer, Jürgen
Conference Paper
2018A systematic evaluation of recent deep learning architectures for fine-grained vehicle classification
Valev, K.; Schumann, Arne; Sommer, L.; Beyerer, Jürgen
Conference Paper
2017Deep cross-domain flying object classification for robust UAV detection
Schumann, A.; Sommer, L.; Klatte, J.; Schuchert, Tobias; Beyerer, Jürgen
Conference Paper
2017Deep view-sensitive pedestrian attribute inference in an end-to-end model
Sarfraz, M.S.; Schumann, Arne; Wang, Y.; Stiefelhagen, R.
Conference Paper
2017Drone-vs-Bird detection challenge at IEEE AVSS2017
Coluccia, A.; Ghenescu, M.; Piatrik, T.; Cubber, G. de; Schumann, A.; Sommer, L.; Klatte, J.; Schuchert, Tobias; Beyerer, Jürgen; Farhadi, M.; Amandi, R.; Aker, C.; Kalkan, S.; Saqib, M.; Sharma, N.; Daud, S.; Makkah, K.; Blumenstein, M.
Conference Paper
2017Flying object detection for automatic UAV recognition
Sommer, L.; Schumann, A.; Müller, Thomas; Schuchert, Tobias; Beyerer, Jürgen
Conference Paper
2017Person re-identification across aerial and ground-based cameras by deep feature fusion
Schumann, A.; Metzler, Jürgen
Conference Paper
2017Person re-identification by deep learning attribute-complementary information
Schumann, A.; Stiefelhagen, R.
Conference Paper
2017Semantic labeling for improved vehicle detection in aerial imagery
Sommer, L.; Nie, K.; Schumann, A.; Schuchert, Tobias; Beyerer, Jürgen
Conference Paper
2016Deep person re-identification in aerial images
Schumann, A.; Schuchert, Tobias
Conference Paper
2015Person re-identification in UAV videos using relevance feedback
Schumann, A.; Schuchert, Tobias
Conference Paper
2015Scaling behavior of EEG amplitude and frequency time series across sleep stages
Kantelhardt, J.W.; Tismer, S.; Gans, F.; Schumann, A.Y.; Penzel, T.
Journal Article
2015Transferring attributes for person re-identification
Schumann, A.; Stiefelhagen, R.
Conference Paper
2014Application of gas chromatography - field asymmetric ion mobility spectrometry (GC-FAIMS) for the detection of organic preservatives in wood
Mauruschat, D.; Schumann, A.; Meinlschmidt, P.; Gunschera, J.; Salthammer, T.
Journal Article
2014Extended image differencing for change detection in UAV video mosaics
Saur, Günter; Krüger, Wolfgang; Schumann, A.
Conference Paper
2014Object instance recognition using motion cues and instance specific appearance models
Schumann, A.
Conference Paper
2014A soft-biometrics dataset for person tracking and re-identification
Schumann, Arne; Monari, Eduardo
Conference Paper
2011Towards people re-identification in multi-camera surveillance systems
Monari, Eduardo; Arens, Michael; Jüngling, Kai; Schuchert, Tobias; Schumann, Arne; Stiefelhagen, Rainer
Conference Paper
2006Graffitischutz auf textilen Trägerstoffen durch präventive Oberflächenbeschichtung
Hardtke, G.; Schumann, A.; Hopfe, I.; Jansen, I.
Journal Article
1995Untersuchungen zur Modellierung von Zeitaspekten mit Produktnetzen
Schumann, A.
Thesis