Publikationen der Abteilung

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2024 The Drone-vs-Bird Detection Grand Challenge at ICASSP 2023: A Review of Methods and Results
Coluccia, Angelo; Fascista, Alessio; Sommer, Lars Wilko; Schumann, Arne; Dimou, Anastasios; Zarpalas, Dimitrios
Zeitschriftenaufsatz
Journal Article
2024 Pattern Recognition. Introduction, Features, Classifiers and Principles
Beyerer, Jürgen; Hagmanns, Raphael; Stadler, Daniel
Buch
Book
2024 Domänenadaptation für feingranulare Fahrzeugklassifikation mittels Domain-Adversarial-Learning
Wolf, Stefan; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2023 Security Fence Inspection at Airports Using Object Detection
Friedrich, Nils; Specker, Andreas; Beyerer, Jürgen
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 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 Drone-vs-Bird Detection Grand Challenge at ICASSP2023
Coluccia, Angelo; Fascista, Alessio; Sommer, Lars Wilko; Schumann, Arne; Dimou, Anastasios; Zarpalas, Dimitrios; Sharma, Nabin
Konferenzbeitrag
Conference Paper
2023 Intelligente Bild- und Videoauswertung für die Sicherheit
Golda, Thomas; Cormier, Mickael; Beyerer, Jürgen
Aufsatz in Buch
Book Article
2023 Fast Dense Depth Estimation from UAV-borne Aerial Imagery for the Assistance of Emergency Forces
Ruf, Boitumelo
Dissertation
Doctoral Thesis
2023 An Approach to Systematic Data Acquisition and Data-Driven Simulation for the Safety Testing of Automated Driving Functions
Eisemann, L.; Fehling-Kaschek, Mirjam; Gommel, H.; Hermann, D.; Klemp, M.; Lauer, M.; Lickert, Benjamin; Lüttner, Florian; Moss, Robin; Neis, N.; Pohle, Maria; Romanski, S.; Stadler, Daniel; Stolz, Alexander; Ziehn, Jens; Zhou, J.
Konferenzbeitrag
Conference Paper
2023 A Transformer-based Late-Fusion Mechanism for Fine-Grained Object Recognition in Videos
Koch, Jannik; Wolf, Stefan; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2023 Past Information Aggregation for Multi-Person Tracking
Stadler, Daniel; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2023 Deep Learning Based UAV Payload Recognition
Sommer, Lars Wilko; Spraul, Raphael
Konferenzbeitrag
Conference Paper
2023 ReidTrack: Reid-only Multi-target Multi-camera Tracking
Specker, Andreas; 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 A Baseline for Cross-Domain Fine-Grained Vehicle Classification in a Supervised Partially Zero-Shot Setting
Wolf, Stefan
Konferenzbeitrag
Conference Paper
2023 An Improved Association Pipeline for Multi-Person Tracking
Stadler, Daniel; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
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 Optimizing Fine-Grained Fungi Classification for Diverse Application-Oriented Open-Set Metrics
Wolf, Stefan; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2023 Balanced Pedestrian Attribute Recognition for Improved Attribute-based Person Retrieval
Specker, Andreas; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2023 A Detailed Study of the Association Task in Tracking-by-Detection-based Multi-Person Tracking
Stadler, Daniel
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
2022 UPAR: Unified Pedestrian Attribute Recognition and Person Retrieval
Specker, Andreas; Cormier, Mickael; Beyerer, Jürgen
Paper
2022 Toward Accurate Online Multi-target Multi-camera Tracking in Real-time
Specker, Andreas; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2022 A Simple Pyramid Vision Transformer for Human Pose Estimation in Crowds
Cormier, Mickael
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 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
2022 Cross-Domain Fine-Grained Classification: A Review
Wolf, Stefan
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 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 Szeneninterpretation unter Verwendung multimodaler Sensorik und Salienzmaßen
Müller, Markus
Dissertation
Doctoral Thesis
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 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 Transformer-based Fine-Grained Fungi Classification in an Open-Set Scenario
Wolf, Stefan; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2022 Modelling Ambiguous Assignments for Multi-Person Tracking in Crowds
Stadler, Daniel; 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 Where are we with Human Pose Estimation in Real-World Surveillance?
Cormier, Mickael; Clepe, Aris; Specker, Andreas; 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 Multi Person Tracking with a Multi Hypothesis Approach for Ambiguous Assignments
Stadler, Daniel
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 Fast and Lightweight Online Person Search for Large-Scale Surveillance Systems
Specker, Andreas; Moritz, Lennart; Cormier, Mickael; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2021 Temporal Extension for Encoder-Decoder-based Crowd Counting Approaches
Golda, Thomas; Krüger, Florian; Beyerer, Jürgen
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 Data Annotation Process for Human Activity Recognition in Public Places
Cormier, Mickael
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 "Let's get ready to bundle!": Crowd-level Human Keypoint Tracking
Golda, Thomas
Konferenzbeitrag
Conference Paper
2021 Multi-Object Tracking in Drone Videos
Stadler, Daniel
Konferenzbeitrag
Conference Paper
2021 On the Performance of Crowd-Specific Detectors in Multi-Pedestrian Tracking
Stadler, Daniel; Beyerer, Jürgen
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 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 Deep Learning based Vehicle Detection in Aerial Imagery
Sommer, Lars Wilko
Dissertation
Doctoral Thesis
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 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 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 Using temporal information for improved UAV type classification
Sommer, Lars; 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 Deep learning based UAV type classification
Sommer, Lars; Schumann, Arne
Konferenzbeitrag
Conference Paper
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 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 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 A Step Towards Explainable Person Re-identification Rankings
Specker, Andreas
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 FastAER Det: Fast Aerial Embedded Real-Time Detection
Wolf, Stefan; Sommer, Lars; Schumann, Arne
Zeitschriftenaufsatz
Journal Article
2021 A study of person re-identification design characteristics for aerial data
Moritz, Lennart; Specker, Andreas; Schumann, Arne
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 Improving Attribute-Based Person Retrieval by Using a Calibrated, Weighted, and Distribution-Based Distance Metric
Specker, Andreas; 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 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 A review of the one-parameter division undistortion model
Erdnüß, Bastian
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 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 Drohnendetektion und -abwehr
Lindner, Alina; Grasemann, Gunther; Tchouchenkov, Igor
Aufsatz in Buch
Book Article
2020 Image domain adaption of simulated data for human pose estimation
Golda, Thomas; Blattmann, Andreas; Metzler, Jürgen; Beyerer, Jürgen
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 UnrealGT: Using Unreal Engine to Generate Ground Truth Datasets
Pollok, Thomas; Junglas, Lorenz; Ruf, Boitumelo; Schumann, Arne
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 Extended retinex and optimized image sharpening for hidden detail uncovering, visual range improvement, and image enhancement
Müller, Thomas
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 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 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 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 Robuste Detektion, Verfolgung und Wiedererkennung von Personen in Videodaten mit niedriger Auflösung
Metzler, Jürgen
Dissertation
Doctoral Thesis
2019 Projekt "Videoüberwachung Mannheim 2017"
Pietsch, Klaus; Müller, Markus
Zeitschriftenaufsatz
Journal Article
2019 Merge-SfM: Merging Partial Reconstructions
Fang, Meiling; Pollok, Thomas; Qu, Chengchao
Konferenzbeitrag
Conference Paper
2019 Influence of speach activity on vibrometer signals to extract vital parameters of humans
Kroschel, Kristian; Metzler, Jürgen
Konferenzbeitrag
Conference Paper
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