Publikationen der Abteilung

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2023	Addressing Bias in Fine-Grained Classification Datasets: A Strategy for Reliable Evaluation Wolf, Stefan; Koch, Jannik; Sommer, Lars Wilko; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2023	Pilot Study on Interaction with Wide Area Motion Imagery Comparing Gaze Input and Mouse Input Hild, Jutta; Krüger, Wolfgang; Holzbach, Gerrit; Voit, Michael; Peinsipp-Byma, Elisabeth	Konferenzbeitrag Conference Paper
2023	UPAR: Unified Pedestrian Attribute Recognition and Person Retrieval Specker, Andreas; Cormier, Mickael; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2023	Fast Dense Depth Estimation from UAV-borne Aerial Imagery for the Assistance of Emergency Forces Ruf, Boitumelo	Dissertation Doctoral Thesis
2023	A Transformer-based Late-Fusion Mechanism for Fine-Grained Object Recognition in Videos Koch, Jannik; Wolf, Stefan; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2023	Intelligente Bild- und Videoauswertung für die Sicherheit Golda, Thomas; Cormier, Mickael; Beyerer, Jürgen	Aufsatz in Buch Book Article
2023	Proposing Gaze-Based Interaction and Automated Screening Results for Visual Aerial Image Analysis Hild, Jutta; Sommer, Lars Wilko; Holzbach, Gerrit; Voit, Michael; Peinsipp-Byma, Elisabeth	Konferenzbeitrag Conference Paper
2023	A Baseline for Cross-Domain Fine-Grained Vehicle Classification in a Supervised Partially Zero-Shot Setting Wolf, Stefan	Konferenzbeitrag Conference Paper
2023	Optimizing Fine-Grained Fungi Classification for Diverse Application-Oriented Open-Set Metrics Wolf, Stefan; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2023	Past Information Aggregation for Multi-Person Tracking Stadler, Daniel; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2023	ReidTrack: Reid-only Multi-target Multi-camera Tracking Specker, Andreas; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2023	Deep Learning Based UAV Payload Recognition Sommer, Lars Wilko; Spraul, Raphael	Konferenzbeitrag Conference Paper
2023	An Improved Association Pipeline for Multi-Person Tracking Stadler, Daniel; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2023	UPAR Challenge: Pedestrian Attribute Recognition and Attribute-based Person Retrieval - Dataset, Design, and Results Cormier, Mickael; Specker, Andreas; Jacques, Julio C.S.; Florin, Lucas; Metzler, Jürgen; Moeslund, Thomas B.; Nasrollahi, Kamal; Escalera, Sergio; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2023	Balanced Pedestrian Attribute Recognition for Improved Attribute-based Person Retrieval Specker, Andreas; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2023	1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results Kiefer, Benjamin; Kristan, Matej; Pers, Janez; Žust, Lojze; Poiesi, Fabio; Alcantara Andrade, Fabio Augusto de; Bernardino, Alexandre; Dawkins, Matthew; Raitoharju, Jenni; Quan, Yitong; Atmaca, Adem; Hofer, Timon; Zhang, Qiming; Xu, Yufei; Zhang, Jing; Tao, Dacheng; Sommer, Lars Wilko; Spraul, Raphael; Zhao, Hangyue; Zhang, Hongpu; Zhao, Yanyun; Augustin, Jan Lukas; Eon, Eui-Ik; Lee, Impyeong; Zedda, Luca; Loddo, Andrea; Ruberto, Cecilia di; Verma, Sagar; Gupta, Siddharth; Muralidhara, Shishir; Hegde, Niharika; Xing, Daitao; Evangeliou, Nikolaos; Tzes, Anthony; Bartl, Vojtech; Spanhel, Jakub; Herout, Adam; Bhowmik, Neelanjan; Breckon, Toby P.; Kundargi, Shivanand; Anvekar, Tejas; Tabib, Ramesh Ashok; Mudengudi, Uma; Vats, Arpita; Song, Yang; Liu, Delong; Li, Yonglin; Li, Shuman; Tan, Chenhao; Lan, Long; Somers, Vladimir; Vleeschouwer, Christophe de; Alahi, Alexandre; Huang, Hsiang-Wei; Yang, Cheng-Yen; Hwang, Jenq-Neng; Kim, Pyong-Kun; Kim, Kwangju; Lee, Kyoungoh; Shuai, Jiang; Li, Hai-Wen; Ziqiang, Zheng; Vu, Anh Tuan; Hai, Nguyen-Troung; Yeung, Sai-Kit; Zhuang, Jia; Yang, Sophia; Hsu, Chi-Chung; Hou, Xiu-Hu; Jhang, Yu-An; Yang, Simon; Yang, Mau-Tsuen	Konferenzbeitrag Conference Paper
2023	A Detailed Study of the Association Task in Tracking-by-Detection-based Multi-Person Tracking Stadler, Daniel	Konferenzbeitrag Conference Paper
2022	UPAR: Unified Pedestrian Attribute Recognition and Person Retrieval Specker, Andreas; Cormier, Mickael; Beyerer, Jürgen	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	Improving Multi-Target Multi-Camera Tracking by Track Refinement and Completion Specker, Andreas; Florin, Lucas; Cormier, Mickael; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2022	A Simple Pyramid Vision Transformer for Human Pose Estimation in Crowds Cormier, Mickael	Konferenzbeitrag Conference Paper
2022	Drone detection, recognition, and assistance system for counter-UAV with VIS, radar, and radio sensors Müller, Thomas; Widak, Heiko; Kollmann, Matthias; Buller, Aleksej; Sommer, Lars Wilko; Spraul, Raphael; Kröker, Alexander; Kaufmann, Ilja; Zube, Angelika; Segor, Florian; Perschke, Thomas; Lindner, Alina; Tchouchenkov, Igor	Konferenzbeitrag Conference Paper
2022	Multi Person Tracking with a Multi Hypothesis Approach for Ambiguous Assignments Stadler, Daniel	Konferenzbeitrag Conference Paper
2022	Fast and Lightweight Online Person Search for Large-Scale Surveillance Systems Specker, Andreas; Moritz, Lennart; Cormier, Mickael; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2022	A Transformer based Multi task Model for Attribute based Person Retrieval Specker, Andreas	Konferenzbeitrag Conference Paper
2022	For the Sake of Privacy: Skeleton-Based Salient Behavior Recognition Golda, Thomas; Thiemich, Johanna; Cormier, Mickael; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2022	Drone-vs-Bird Detection Challenge at ICIAP 2021 Coluccia, Angelo; Fascista, Alessio; Schumann, Arne; Sommer, Lars Wilko; Dimou, Anastasios; Zarpalas, Dimitrios; Sharma, Nabin; Nalamati, Mrunalini; Eryuksel, Ogulcan; Ozfuttu, Kamil Anil; Akyon, Fatih Cagatay; Sahin, Kadir; Buyukborekci, Efe; Cavusoglu, Devrim; Altinuc, Sinan; Xing, Daitao; Unlu, Halil Utku; Evangeliou, Nikolaos; Tzes, Anthony; Nayak, Abhijeet; Bouazizi, Mondher; Ahmad, Tasweer; Gonçalves, Artur; Rigault, Bastien; Jain, Raghvendra; Matsuo, Yutaka; Prendinger, Helmut; Jajaga, Edmond; Rushiti, Veton; Ramadani, Blerant; Pavleski, Daniel	Konferenzbeitrag Conference Paper
2022	Perception of Risks and Usefulness of Smart Video Surveillance Systems Golda, Thomas; Guaia, Deborah; Wagner-Hartl, Verena	Zeitschriftenaufsatz Journal Article
2022	Intelligente Bild- und Videoauswertung für die Sicherheit Golda, Thomas; Cormier, Mickael; Beyerer, Jürgen	Aufsatz in Buch Book Article
2022	Szeneninterpretation unter Verwendung multimodaler Sensorik und Salienzmaßen Müller, Markus	Dissertation Doctoral Thesis
2022	Toward Accurate Online Multi-target Multi-camera Tracking in Real-time Specker, Andreas; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2022	Transformer-based Fine-Grained Fungi Classification in an Open-Set Scenario Wolf, Stefan; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2022	Usage of Vehicle Re-Identification Models for Improved Persistent Multiple Object Tracking in Wide Area Motion Imagery Sommer, Lars Wilko; Krüger, Wolfgang	Konferenzbeitrag Conference Paper
2022	Cross-Domain Fine-Grained Classification: A Review Wolf, Stefan	Konferenzbeitrag Conference Paper
2022	Few-Shot Supervised Prototype Alignment for Pedestrian Detection on Fisheye Images Wiedemer, Thaddäus; Wolf, Stefan; Schumann, Arne; Ma, Kaisheng; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2022	Modelling Ambiguous Assignments for Multi-Person Tracking in Crowds Stadler, Daniel; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2022	Automated Assessment of Breast Positioning Quality in Screening Mammography Brahim, Mouna; Westerkamp, Kai; Hempel, Louisa; Lehmann, Reiner; Hempel, Dirk; Philipp, Patrick	Zeitschriftenaufsatz Journal Article
2022	Autonomously mapping shallow water environments under and above the water surface Zube, Angelika; Kleiser, Dominik; Albrecht, Alexander; Woock, Philipp; Emter, Thomas; Ruf, Boitumelo; Tchouchenkov, Igor; Buller, Aleksej; Wagner, Boris; Baatar, Ganzorig; Petereit, Janko	Zeitschriftenaufsatz Journal Article
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	Improving Temporal Consistency in Aerial Based Crowd Monitoring Using Bayes Filters Kramer, Jan Calvin; Golda, Thomas; Hansert, Jonas; Schlegel, Thomas	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	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	"Let's get ready to bundle!": Crowd-level Human Keypoint Tracking Golda, Thomas	Konferenzbeitrag Conference Paper
2021	Deep learning based UAV type classification Sommer, Lars; Schumann, Arne	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	Double Head Predictor based Few-Shot Object Detection for Aerial Imagery Wolf, Stefan; Meier, Jonas; Sommer, Lars; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2021	Deep learning based person search in aerial imagery Sommer, Lars; Specker, Andreas; Schumann, Arne	Konferenzbeitrag Conference Paper
2021	On the Performance of Crowd-Specific Detectors in Multi-Pedestrian Tracking Stadler, Daniel; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2021	Fast signature preserving LWIR detail uncovering and image enhancement with dedicated color tables Müller, Thomas	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	Using temporal information for improved UAV type classification Sommer, Lars; Schumann, Arne	Konferenzbeitrag Conference Paper
2021	A Step Towards Explainable Person Re-identification Rankings Specker, Andreas	Konferenzbeitrag Conference Paper
2021	An Occlusion-Aware Multi-Target Multi-Camera Tracking System Specker, Andreas; Stadler, Daniel; Florin, Lucas; Beyerer, Jürgen	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	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	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	FastAER Det: Fast Aerial Embedded Real-Time Detection Wolf, Stefan; Sommer, Lars; Schumann, Arne	Zeitschriftenaufsatz Journal Article
2021	Towards Lower Precision Quantization for Pedestrian Detection in Crowded Scenario Cormier, Mickael; Seletkov, Dimitrii; 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	Interactive Labeling for Human Pose Estimation in Surveillance Videos Cormier, Mickael; Röpke, Fabian; Golda, Thomas; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2021	A study of person re-identification design characteristics for aerial data Moritz, Lennart; 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	Hardness Prediction for More Reliable Attribute-based Person Re-identification Florin, Lucas; Specker, Andreas; Schumann, Arne; 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
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	Improving Attribute-Based Person Retrieval by Using a Calibrated, Weighted, and Distribution-Based Distance Metric Specker, Andreas; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2020	UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets Pollok, Thomas; Junglas, Lorenz; Ruf, Boitumelo; Schumann, Arne	Konferenzbeitrag Conference Paper
2020	Proper synchronization of geospatial metadata in motion imagery and its evaluation Erdnüß, Bastian	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	Part Affinity Field based Activity Recognition Golda, Thomas	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	An Evaluation of Design Choices for Pedestrian Attribute Recognition in Video Specker, Andreas; Schumann, Arne; Beyerer, Jürgen	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	A comprehensive analysis of modern object detection methods for maritime vessel detection Spraul, Raphael; Sommer, Lars; Schumann, Arne	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	Evaluation of different contour extraction approaches in the context of contour based image registration Brüstle, Stefan	Konferenzbeitrag Conference Paper
2020	Leistungsstarke und effiziente Bildinterpolation Erdnüß, Bastian; Müller, Thomas	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	Robuste Detektion, Verfolgung und Wiedererkennung von Personen in Videodaten mit niedriger Auflösung Metzler, Jürgen	Dissertation Doctoral Thesis
2020	A Realistic Predictor for Pedestrian Attribute Recognition Specker, Andreas	Konferenzbeitrag Conference Paper
2020	Contactless Measurement of Heart Sounds and Heart Rate with Laser Doppler Vibrometry Kroschel, Kristian; Luik, Armin; Metzler, Jürgen	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	Drohnendetektion und -abwehr Lindner, Alina; Grasemann, Gunther; Tchouchenkov, Igor	Aufsatz in Buch Book Article
2020	Extended retinex and optimized image sharpening for hidden detail uncovering, visual range improvement, and image enhancement Müller, 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	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	Stochastische Texturerkennung zur Bildsegmentierung Müller, Thomas; Erdnüß, Bastian	Zeitschriftenaufsatz Journal Article
2019	Brightness correction and shadow removal for video change detection with UAVs Müller, Thomas; Erdnüß, Bastian	Konferenzbeitrag Conference Paper
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	3D Face Reconstruction from Low-Resolution Images with Convolutional Neural Networks Winkler, Rouven; Qu, Chengchao; Voth, Sascha; Beyerer, Jürgen	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	Comprehensive Analysis of Deep Learning-based Vehicle Detection in Aerial Images Sommer, L.; Schuchert, Tobias; Beyerer, Jürgen	Zeitschriftenaufsatz Journal Article

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