Publikationen der Abteilung

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2022 Intelligente Bild- und Videoauswertung für die Sicherheit
Golda, Thomas; Cormier, Mickael; Beyerer, Jürgen
Aufsatz in Buch
Book Article
2022 Fast and Lightweight Online Person Search for Large-Scale Surveillance Systems
Specker, Andreas; Moritz, Lennart; Cormier, Mickael; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2022 Where are we with Human Pose Estimation in Real-World Surveillance?
Cormier, Mickael; Clepe, Aris; Specker, Andreas; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2022 Modelling Ambiguous Assignments for Multi-Person Tracking in Crowds
Stadler, Daniel; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 Deep learning based UAV type classification
Sommer, Lars; Schumann, Arne
Konferenzbeitrag
Conference Paper
2021 Deep learning-based video analysis pipeline for person detection and re-identification in aerial imagery
Specker, Andreas; Moritz, Lennart; Sommer, Lars
Konferenzbeitrag
Conference Paper
2021 Improving Temporal Consistency in Aerial Based Crowd Monitoring Using Bayes Filters
Kramer, Jan Calvin; Golda, Thomas; Hansert, Jonas; Schlegel, Thomas
Konferenzbeitrag
Conference Paper
2021 A Step Towards Explainable Person Re-identification Rankings
Specker, Andreas
Konferenzbeitrag
Conference Paper
2021 Using temporal information for improved UAV type classification
Sommer, Lars; Schumann, Arne
Konferenzbeitrag
Conference Paper
2021 Verbundprojekt: Sicherheit in städtischen Umgebungen: Crowd-Monitoring, Prädiktion und Entscheidungsunterstützung (S2UCRE)
Golda, Thomas; Krempel, Erik; Metzler, Jürgen; Pollok, Thomas; Westerkamp, Kai
Bericht
Report
2021 A study of person re-identification design characteristics for aerial data
Moritz, Lennart; Specker, Andreas; Schumann, Arne
Konferenzbeitrag
Conference Paper
2021 Interactive Labeling for Human Pose Estimation in Surveillance Videos
Cormier, Mickael; Röpke, Fabian; Golda, Thomas; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 Hardness Prediction for More Reliable Attribute-based Person Re-identification
Florin, Lucas; Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 FastAER Det: Fast Aerial Embedded Real-Time Detection
Wolf, Stefan; Sommer, Lars; Schumann, Arne
Zeitschriftenaufsatz
Journal Article
2021 An Occlusion-Aware Multi-Target Multi-Camera Tracking System
Specker, Andreas; Stadler, Daniel; Florin, Lucas; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 Drone-vs-Bird Detection Challenge at IEEE AVSS2021
Coluccia, Angelo; Fascista, Alessio; Schumann, Arne; Sommer, Lars; Dimou, Anastasios T.; Zarpalas, Dimitrios; Akyon, Fatih Cagatay; Eryuksel, Ogulcan; Ozfuttu, Kamil Anil; Altinuc, Sinan Onur; Dadboud, Fardad; Patel, Vaibhav; Mehta, Varun; Bolic, Miodrag; Mantegh, Iraj
Konferenzbeitrag
Conference Paper
2021 Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU
Cormier, Mickael; Wolf, Stefan; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 Towards Lower Precision Quantization for Pedestrian Detection in Crowded Scenario
Cormier, Mickael; Seletkov, Dimitrii; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 UAV Use Case: Real-Time Obstacle Avoidance System for Unmanned Aerial Vehicles Based on Stereo Vision
Grinberg, Michael; Ruf, Boitumelo
Aufsatz in Buch
Book Article
2021 Deep Learning based Vehicle Detection in Aerial Imagery
Sommer, Lars Wilko
Dissertation
Doctoral Thesis
2021 Improving Attribute-Based Person Retrieval by Using a Calibrated, Weighted, and Distribution-Based Distance Metric
Specker, Andreas; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 ReS2tAC - UAV-borne real-time SGM stereo optimized for embedded ARM and CUDA devices
Ruf, Boitumelo; Mohrs, Jonas; Weinmann, Martin; Hinz, Stefan; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2021 Drone 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
Journal Article
2021 Temporal Extension for Encoder-Decoder-based Crowd Counting Approaches
Golda, Thomas; Krüger, Florian; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 "Let's get ready to bundle!": Crowd-level Human Keypoint Tracking
Golda, Thomas
Konferenzbeitrag
Conference Paper
2021 A Data Annotation Process for Human Activity Recognition in Public Places
Cormier, Mickael
Konferenzbeitrag
Conference Paper
2021 Multi-Object Tracking in Drone Videos
Stadler, Daniel
Konferenzbeitrag
Conference Paper
2021 IVS3D: An Open Source Framework for Intelligent Video Sampling and Preprocessing to Facilitate 3D Reconstruction
Hermann, Max; Pollok, Thomas; Brommer, Daniel; Zahn, Dominic
Konferenzbeitrag
Conference Paper
2021 On the Performance of Crowd-Specific Detectors in Multi-Pedestrian Tracking
Stadler, Daniel; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 Double Head Predictor based Few-Shot Object Detection for Aerial Imagery
Wolf, Stefan; Meier, Jonas; Sommer, Lars; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 Real-time dense 3D reconstruction from monocular video data captured by low-cost UAVs
Hermann, Max; Ruf, Boitumelo; Weinmann, Martin
Konferenzbeitrag
Conference Paper
2021 Appearance and Motion Based Persistent Multiple Object Tracking in Wide Area Motion Imagery
Sommer, Lars; Krüger, Wolfgang; Teutsch, Michael
Konferenzbeitrag
Conference Paper
2021 Fast signature preserving LWIR detail uncovering and image enhancement with dedicated color tables
Müller, Thomas
Konferenzbeitrag
Conference Paper
2021 Deep learning based person search in aerial imagery
Sommer, Lars; Specker, Andreas; Schumann, Arne
Konferenzbeitrag
Conference Paper
2021 Do as we do: Multiple Person Video-to-Video Transfer
Cormier, Mickael; Mortazavi Moshkenan, Houraalsadat; Lörch, Franz; Metzler, Jürgen; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 Exploitation of data augmentation strategies for improved UAV detection
Freudenmann, Lucas; Sommer, Lars; Schumann, Arne
Konferenzbeitrag
Conference Paper
2021 Multi-Pedestrian Tracking with Clusters
Stadler, Daniel; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 A review of the one-parameter division undistortion model
Erdnüß, Bastian
Konferenzbeitrag
Conference Paper
2020 A Realistic Predictor for Pedestrian Attribute Recognition
Specker, Andreas
Konferenzbeitrag
Conference Paper
2020 A multitask model for person re-identification and attribute recognition using semantic regions
Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2020 Toward mass video data analysis: Interactive and immersive 4D scene reconstruction
Kraus, Matthias; Pollock, Thomas; Miller, Matthias; Kilian, Timon; Moritz, Tobias; Schweitzer, Daniel; Beyerer, Jürgen; Keim, Daniel; Qu, Chengchao; Jentner, Wolfgang
Zeitschriftenaufsatz
Journal Article
2020 Contactless Measurement of Heart Sounds and Heart Rate with Laser Doppler Vibrometry
Kroschel, Kristian; Luik, Armin; Metzler, Jürgen
Konferenzbeitrag
Conference Paper
2020 Evaluation of different contour extraction approaches in the context of contour based image registration
Brüstle, Stefan
Konferenzbeitrag
Conference Paper
2020 Proper synchronization of geospatial metadata in motion imagery and its evaluation
Erdnüß, Bastian
Konferenzbeitrag
Conference Paper
2020 The MTA Dataset for Multi Target Multi Camera Pedestrian Tracking by Weighted Distance Aggregation
Köhl, Philipp; Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2020 Large Scale Vehicle Re-Identification by Knowledge Transfer from Simulated Data and Temporal Attention
Eckstein, Viktor; Schumann, Arne; Specker, Andreas
Konferenzbeitrag
Conference Paper
2020 Leistungsstarke und effiziente Bildinterpolation
Erdnüß, Bastian; Müller, Thomas
Konferenzbeitrag
Conference Paper
2020 Robuste Detektion, Verfolgung und Wiedererkennung von Personen in Videodaten mit niedriger Auflösung
Metzler, Jürgen
Dissertation
Doctoral Thesis
2020 UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets
Pollok, Thomas; Junglas, Lorenz; Ruf, Boitumelo; Schumann, Arne
Konferenzbeitrag
Conference Paper
2020 Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery
Hermann, Max; Ruf, Boitumelo; Weinmann, Martin; Hinz, Stefan
Konferenzbeitrag
Conference Paper
2020 Part Affinity Field based Activity Recognition
Golda, Thomas
Konferenzbeitrag
Conference Paper
2020 An Evaluation of Design Choices for Pedestrian Attribute Recognition in Video
Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2020 Image domain adaption of simulated data for human pose estimation
Golda, Thomas; Blattmann, Andreas; Metzler, Jürgen; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2020 PAS Tracker: Position-, Appearance- and Size-Aware Multi-object Tracking in Drone Videos
Stadler, Daniel; Sommer, Lars Wilko; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2020 Extended retinex and optimized image sharpening for hidden detail uncovering, visual range improvement, and image enhancement
Müller, Thomas
Konferenzbeitrag
Conference Paper
2020 Drohnendetektion und -abwehr
Lindner, Alina; Grasemann, Gunther; Tchouchenkov, Igor
Aufsatz in Buch
Book Article
2019 Brightness correction and shadow removal for video change detection with UAVs
Müller, Thomas; Erdnüß, Bastian
Konferenzbeitrag
Conference Paper
2019 What goes around comes around: Cycle-Consistency-based Short-Term Motion Prediction for Anomaly Detection using Generative Adversarial Networks
Golda, Thomas; Murzyn, Nils A.; Qu, Chengchao; Kroschel, Kristian
Konferenzbeitrag
Conference Paper
2019 VisDrone-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
Conference Paper
2019 Patch-based facial texture super-resolution by fitting 3D face models
Qu, Chengchao; Monari, Eduardo; Schuchert, Tobias; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2019 UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms
Ringwald, Tobias; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2019 Object extraction in the context of an image registration workflow
Brüstle, Stefan; Müller, Thomas
Konferenzbeitrag
Conference Paper
2019 Human Pose Estimation for Real-World Crowded Scenarios
Golda, Thomas; Kalb, Tobias M.; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Image-based Anomaly Detection within Crowds
Golda, Thomas
Konferenzbeitrag
Conference Paper
2019 Projekt PERFORMANCE - Kooperative Systemplattform für Videoupload, Bewertung, teilautomatisierte Analyse und Archivierung. Teilvorhaben: Analysemodul für die bildinhaltsbasierte Suche in großen Video- und Bilddatenbanken. Schlussbericht
Bericht
Report
2019 Projekt "Videoüberwachung Mannheim 2017"
Pietsch, Klaus; Müller, Markus
Zeitschriftenaufsatz
Journal Article
2019 Computer vision meets visual analytics: Enabling 4D crime scene investigation from image and video data
Pollok, Thomas; Kraus, Matthias; Qu, Chengchao; Miller, Matthias; Moritz, Tobias; Kilian, Timon; Keim, Daniel; Jentner, Wolfgang
Konferenzbeitrag
Conference Paper
2019 Calibration and synchronization of geospatial metadata for aerial sensor systems
Erdnüß, Bastian
Konferenzbeitrag
Conference Paper
2019 Drone-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
Conference Paper
2019 Stochastische Texturerkennung zur Bildsegmentierung
Müller, Thomas; Erdnüß, Bastian
Zeitschriftenaufsatz
Journal Article
2019 Automatic co-registration of aerial imagery and untextured model data utilizing average shading gradients
Schmitz, S.; Weinmann, B.; Ruf, Boitumelo
Konferenzbeitrag
Conference Paper
2019 VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results
Du, Dawei; Schumann, Arne; Sommer, Lars; Steinmann, Lucas; Meier, Jonas; et al.
Konferenzbeitrag
Conference Paper
2019 Flexibles, teilautomatisiertes Analysesystem zur Auswertung von Videomassendaten (FLORIDA). Teilvorhaben: Teilautomatisierte Methoden zur raum-zeitlichen Rekonstruktion einer dynamischen Szene aus Videomassendaten. Schlussbericht
Qu, Chengchao; Pollok, Thomas
Bericht
Report
2019 3D Face Reconstruction from Low-Resolution Images with Convolutional Neural Networks
Winkler, Rouven; Qu, Chengchao; Voth, Sascha; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Comprehensive Analysis of Deep Learning-based Vehicle Detection in Aerial Images
Sommer, L.; Schuchert, Tobias; Beyerer, Jürgen
Zeitschriftenaufsatz
Journal Article
2019 SkyScapes ­Fine-Grained Semantic Understanding of Aerial Scenes
Azimi, Seyed M.; Henry, Crentin; Sommer, Lars; Schumann, Arne; Vig, Eleonora
Konferenzbeitrag
Conference Paper
2019 An Interactive Framework for Cross-modal Attribute-based Person Retrieval
Specker, Andreas; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Robust drone detection with static VIS and SWIR cameras for day and night counter-UAV
Müller, Thomas; Erdnüß, Bastian
Konferenzbeitrag
Conference Paper
2019 Developing low-power image processing applications with the TULIPP reference platform instance
Kalb, T.; Kalms, L.; Göhringer, D.; Pons, C.; Muddukrishna, A.; Jahre, M.; Ruf, Boitumelo; Schuchert, Tobias; Tchouchenkov, Igor; Ehrenstrahle, C.; Peterson, M.; Christensen, F.; Paolillo, A.; Rodriguez, B.; Millet, P.
Aufsatz in Buch
Book Article
2019 Merge-SfM: Merging Partial Reconstructions
Fang, Meiling; Pollok, Thomas; Qu, Chengchao
Konferenzbeitrag
Conference Paper
2019 Efficient surface-aware semi-global matching with multi-view plane-sweep sampling
Ruf, Boitumelo; Pollok, Thomas; Weinmann, M.
Konferenzbeitrag
Conference Paper
2019 Influence of speach activity on vibrometer signals to extract vital parameters of humans
Kroschel, Kristian; Metzler, Jürgen
Konferenzbeitrag
Conference Paper
2019 CNN-based Image Denoising for Outdoor Active Stereo
Qu, Chengchao; Moiseikin, Maksin; Voth, Sascha; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2019 Constraining Relative Camera Pose Estimation with Pedestrian Detector-Based Correspondence Filters
Aldea, Emanuel; Pollok, Thomas; Qu, Chengchao
Konferenzbeitrag
Conference Paper
2019 A New Multi-Camera Dataset with Surveillance, Mobile and Stereo Cameras for Tracking, Situation Analysis and Crime Scene Investigation Applications
Pollok, Thomas
Konferenzbeitrag
Conference Paper
2018 Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data
Sommer, L.; Acatay, O.; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2018 Deep learning based vehicle detection in aerial imagery
Sommer, L.
Konferenzbeitrag
Conference Paper
2018 Foveal vision for instance segmentation of road images
Ortelt, B.; Herrmann, C.; Willersinn, Dieter; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2018 Video-to-Video face recognition for low-quality surveillance data
Herrmann, Christian
Dissertation
Doctoral Thesis
2018 Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval
Schumann, Arne; Sommer, L.; Vogler, M.; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2018 Evaluation of different image processing methods in the context of an image registration workflow
Brüstle, Stefan
Konferenzbeitrag
Conference Paper
2018 Adapted deep feature fusion for person re-identification in aerial images
Schumann, Arne; Metzler, Jürgen
Konferenzbeitrag
Conference Paper
2018 Improvement of persistent tracking in wide area motion imagery by CNN-based motion detections
Hartung, C.; Spraul, Raphael; Krüger, Wolfgang
Konferenzbeitrag
Conference Paper
2018 Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery
Sommer, L.; Schmidt, N.; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2018 Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery
Acatay, O.; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2018 Real-time on-board obstacle avoidance for UAVs based on embedded stereo vision
Ruf, B.; Monka, S.; Kollmann, Matthias; Grinberg, M.
Konferenzbeitrag
Conference Paper
2018 Improved video change detection for UAVs
Müller, Thomas
Konferenzbeitrag
Conference Paper
2018 CNN-based thermal infrared person detection by domain adaptation
Herrmann, C.; Ruf, Miriam; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2018 Open set logo detection and retrieval
Tüzkö, A.; Herrmann, C.; Manger, D.; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2018 Embedded Stereokamera-basierte reaktive Kollisionsvermeidung für UAVs
Grinberg, Michael; Ruf, B.; Monka, S.; Kollmann, Matthias; Buller, Aleksej; Tchouchenkov, Igor
Konferenzbeitrag
Conference Paper
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica