Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Appearance and Motion Based Persistent Multiple Object Tracking in Wide Area Motion Imagery
Sommer, Lars; Krüger, Wolfgang; Teutsch, Michael
Konferenzbeitrag
2021Deep learning based person search in aerial imagery
Sommer, Lars; Specker, Andreas; Schumann, Arne
Konferenzbeitrag
2021Deep learning based UAV type classification
Sommer, Lars; Schumann, Arne
Konferenzbeitrag
2021Deep learning-based video analysis pipeline for person detection and re-identification in aerial imagery
Specker, Andreas; Moritz, Lennart; Sommer, Lars
Konferenzbeitrag
2021Double Head Predictor based Few-Shot Object Detection for Aerial Imagery
Wolf, Stefan; Meier, Jonas; Sommer, Lars; Beyerer, Jürgen
Konferenzbeitrag
2021Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge
Coluccia, Angelo; Fascista, Alessio; Schumann, Arne; Sommer, Lars; Dimou, Anastasios T.; Zarpalas, Dimitrios; Mendez, Miguel; Iglesia, David de la; Gonzalez, Iago; Mercier, Jean Philippe; Gagne, Guillaume; Mitra, Arka; Rajashekar, Shobha
Zeitschriftenaufsatz
2021Exploitation of data augmentation strategies for improved UAV detection
Freudenmann, Lucas; Sommer, Lars; Schumann, Arne
Konferenzbeitrag
2021Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU
Cormier, Mickael; Wolf, Stefan; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2021FastAER Det: Fast Aerial Embedded Real-Time Detection
Wolf, Stefan; Sommer, Lars; Schumann, Arne
Zeitschriftenaufsatz
2021Using temporal information for improved UAV type classification
Sommer, Lars; Schumann, Arne
Konferenzbeitrag
2020A comprehensive analysis of modern object detection methods for maritime vessel detection
Spraul, Raphael; Sommer, Lars; 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
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-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results
Du, Dawei; Schumann, Arne; Sommer, Lars; Steinmann, Lucas; Meier, Jonas et al.
Konferenzbeitrag
2018Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery
Acatay, O.; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
2018Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery
Sommer, Lars; Schumann, Arne; Schuchert, Tobias; Beyerer, Jürgen
Konferenzbeitrag
2018Semantic Labeling Based Vehicle Detection in Aerial Imagery
Nie, Kun; Sommer, Lars; Schumann, Arne; 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