Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2020A comprehensive analysis of modern object detection methods for maritime vessel detection
Spraul, Raphael; Sommer, Lars; Schumann, Arne
Konferenzbeitrag
2020An Evaluation of Design Choices for Pedestrian Attribute Recognition in Video
Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2020Large Scale Vehicle Re-Identification by Knowledge Transfer from Simulated Data and Temporal Attention
Eckstein, Viktor; Schumann, Arne; Specker, Andreas
Konferenzbeitrag
2020The MTA Dataset for Multi Target Multi Camera Pedestrian Tracking by Weighted Distance Aggregation
Köhl, Philipp; Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2020A multitask model for person re-identification and attribute recognition using semantic regions
Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2020UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets
Pollok, Thomas; Junglas, Lorenz; Ruf, Boitumelo; Schumann, Arne
Konferenzbeitrag
2019Drone-vs-bird detection challenge at IEEE AVSS 2019
Coluccia, A.; Fascista, A.; Schumann, Arne; Sommer, Lars; Ghenescu, M.; Piatrik, T.; Cubber, G. de; Nalamati, M.; Kapoor, A.; Saqib, M.; Sharma, N.; Blumenstein, M.; Magoulianitis, V.; Ataloglou, D.; Dimou, A.; Zarpalas, D.; Daras, P.; Craye, C.; Ardjoune, S.; Iglesia, D. de la; Mendez, M.; Dosil, R.; Gonzalez, I.
Konferenzbeitrag
2019Human Pose Estimation for Real-World Crowded Scenarios
Golda, Thomas; Kalb, Tobias M.; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2019An Interactive Framework for Cross-modal Attribute-based Person Retrieval
Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2019SkyScapes ­Fine-Grained Semantic Understanding of Aerial Scenes
Azimi, Seyed M.; Henry, Crentin; Sommer, Lars; Schumann, Arne; Vig, Eleonora
Konferenzbeitrag
2019UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms
Ringwald, Tobias; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen; Stiefelhagen, Rainer
Konferenzbeitrag
2019VisDrone-DET2018: The vision meets drone object detection in image challenge results
Zhu, P.; Wen, L.; Du, D.; Bian, X.; Ling, H.; Hu, Q.; Nie, Q.; Cheng, H.; Liu, C.; Liu, X.; Ma, W.; Wu, H.; Wang, L.; Schumann, Arne; Brown, C.; Qian, C.; Li, C.; Li, D.; Michail, E.; Zhang, F.; Sommer, L.; Acatay, O. et al.
Konferenzbeitrag
2019VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results
Du, Dawei; Schumann, Arne; Sommer, Lars; Steinmann, Lucas; Meier, Jonas et al.
Konferenzbeitrag
2018Adapted deep feature fusion for person re-identification in aerial images
Schumann, Arne; Metzler, Jürgen
Konferenzbeitrag
2018Attribute-based Person Retrieval and Search in Video Sequences
Schumann, Arne; Specker, Andreas; Beyerer, Jürgen
Konferenzbeitrag
2018Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery
Acatay, O.; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2018Deep learning prototype domains for person re-identification
Schumann, A.; Gong, S.; Schuchert, T.
Konferenzbeitrag
2018Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data
Sommer, L.; Acatay, O.; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2018An image processing pipeline for long range UAV detection
Schumann, Arne; Sommer, L.; Müller, Thomas; Voth, Sascha
Konferenzbeitrag
2018Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery
Sommer, Lars; Schumann, Arne; Schuchert, Tobias; Beyerer, Jürgen
Konferenzbeitrag
2018Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval
Schumann, Arne; Sommer, L.; Vogler, M.; Beyerer, Jürgen
Konferenzbeitrag
2018A Pose-Sensitive Embedding for Person Re-identification with Expanded Cross Neighborhood Re-ranking
Sarfraz, Saquib; Schumann, Arne; Eberle, Andreas; Stiefelhagen, Rainer
Konferenzbeitrag
2018Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery
Sommer, L.; Schmidt, N.; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2018Semantic Labeling Based Vehicle Detection in Aerial Imagery
Nie, Kun; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2018Systematic evaluation of deep learning based detection frameworks for aerial imagery
Sommer, L.; Steinmann, L.; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2018A systematic evaluation of recent deep learning architectures for fine-grained vehicle classification
Valev, K.; Schumann, Arne; Sommer, L.; Beyerer, Jürgen
Konferenzbeitrag
2018UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring
Lyu, Siwei; Chang, Ming-Ching; Du, Dawei; Li, Wenbo; Wei, Yi; Coco, Marco Del; Carcagni, Pierluigi; Schumann, Arne; Munjal, Bharti; Dang, Dinh-Quoc-Trung; Choi, Doo-Hyun; Bochinski, Erik; Galasso, Fabio; Bunyak, Filiz; Seetharaman, Guna; Baek, Jang-Woon; Lee, Jong Taek; Palaniappan, Kannappan; Lim, Kil-Taek; Moon, Kiyoung; Kim, Kwang-Ju; Sommer, Lars; Brandlmaier, Meltem; Kang, Min-Sung; Jeon, Moongu; Al-Shakarji, Noor M.; Acatay, Oliver; Kim, Pyong-Kun; Amin, Sikandar; Sikora, Thomas; Dinh, Tien; Senst, Tobias; Che, Vu-Gia-Hy; Lim, Young-Chul; Song, Young-Min; Chung, Yun-Su
Konferenzbeitrag
2017Deep cross-domain flying object classification for robust UAV detection
Schumann, A.; Sommer, L.; Klatte, J.; Schuchert, Tobias; Beyerer, Jürgen
Konferenzbeitrag
2017Deep view-sensitive pedestrian attribute inference in an end-to-end model
Sarfraz, M.S.; Schumann, Arne; Wang, Y.; Stiefelhagen, R.
Konferenzbeitrag
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.
Konferenzbeitrag
2017Flying object detection for automatic UAV recognition
Sommer, L.; Schumann, A.; Müller, Thomas; Schuchert, Tobias; Beyerer, Jürgen
Konferenzbeitrag
2017Person re-identification across aerial and ground-based cameras by deep feature fusion
Schumann, A.; Metzler, Jürgen
Konferenzbeitrag
2017Person re-identification by deep learning attribute-complementary information
Schumann, A.; Stiefelhagen, R.
Konferenzbeitrag
2017Semantic labeling for improved vehicle detection in aerial imagery
Sommer, L.; Nie, K.; Schumann, A.; Schuchert, Tobias; Beyerer, Jürgen
Konferenzbeitrag
2016Deep person re-identification in aerial images
Schumann, A.; Schuchert, Tobias
Konferenzbeitrag
2015Person re-identification in UAV videos using relevance feedback
Schumann, A.; Schuchert, Tobias
Konferenzbeitrag
2015Scaling behavior of EEG amplitude and frequency time series across sleep stages
Kantelhardt, J.W.; Tismer, S.; Gans, F.; Schumann, A.Y.; Penzel, T.
Zeitschriftenaufsatz
2015Transferring attributes for person re-identification
Schumann, A.; Stiefelhagen, R.
Konferenzbeitrag
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.
Zeitschriftenaufsatz
2014Extended image differencing for change detection in UAV video mosaics
Saur, Günter; Krüger, Wolfgang; Schumann, A.
Konferenzbeitrag
2014Object instance recognition using motion cues and instance specific appearance models
Schumann, A.
Konferenzbeitrag
2014A soft-biometrics dataset for person tracking and re-identification
Schumann, Arne; Monari, Eduardo
Konferenzbeitrag
2011Towards people re-identification in multi-camera surveillance systems
Monari, Eduardo; Arens, Michael; Jüngling, Kai; Schuchert, Tobias; Schumann, Arne; Stiefelhagen, Rainer
Konferenzbeitrag
2006Graffitischutz auf textilen Trägerstoffen durch präventive Oberflächenbeschichtung
Hardtke, G.; Schumann, A.; Hopfe, I.; Jansen, I.
Zeitschriftenaufsatz
1995Untersuchungen zur Modellierung von Zeitaspekten mit Produktnetzen
Schumann, A.
Diplomarbeit