Publikationen der Gruppe Inhaltsbezogene Videoanalyse

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2022-01-31 Probabilistic Parametric Curves for Sequence Modeling
Hug, Ronny
Dissertation
Doctoral Thesis
2021 Generating Synthetic Training Data for Deep Learning-Based UAV Trajectory Prediction
Becker, Stefan; Hug, Ronny; Hübner, Wolfgang; Arens, Michael; Morris, Brendan T.
Konferenzbeitrag
Conference Paper
2021 Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Zeitschriftenaufsatz
Journal Article
2021 Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey
Buhrmester, Vanessa; Münch, David; Arens, Michael
Zeitschriftenaufsatz
Journal Article
2021 Tiefe neuronale Netze
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, G.
Aufsatz in Buch
Book Article
2021 MissFormer: (In-)Attention-Based Handling of Missing Observations for Trajectory Filtering and Prediction
Becker, Stefan; Hug, Ronny; Hübner, Wolfgang; Arens, Michael; Morris, Brendan Tran
Konferenzbeitrag
Conference Paper
2021 Handling Missing Observations with an RNN-based Prediction-Update Cycle
Becker, Stefan; Hug, Ronny; Hübner, Wolfgang; Arens, Michael; Morris, Brendan T.
Konferenzbeitrag
Conference Paper
2021 Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action Recognition
Bayer, Jens; Münch, David; Arens, Michael
Konferenzbeitrag
Conference Paper
2021 Grundlagen des Maschinellen Lernens
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan
Aufsatz in Buch
Book Article
2021 A comparison of deep saliency map generators on multispectral data in object detection
Bayer, Jens; Münch, David; Arens, Michael
Konferenzbeitrag
Conference Paper
2020 Context Sensitivity of Spatio-Temporal Activity Detection using Hierarchical Deep Neural Networks in Extended Videos
Hertlein, Felix; Münch, David; Arens, Michael
Konferenzbeitrag
Conference Paper
2020 Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction
Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2020 A complementary trajectory prediction benchmark
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2020 Integration of the 3D Environment for UAV Onboard Visual Object Tracking
Vujasinovic, Stéphane; Becker, Stefan; Breuer, Timo; Bullinger, Sebastian; Scherer-Negenborn, Norbert; Arens, Michael
Zeitschriftenaufsatz
Journal Article
2020 Dynamic Switching State Systems for Visual Tracking
Becker, Stefan
Dissertation
Doctoral Thesis
2020 Dynamic Switching State Systems for Visual Tracking
Becker, Stefan
Dissertation
Doctoral Thesis
2020 A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Vortrag
Presentation
2019 RED: A simple but effective Baseline Predictor for the TrajNet Benchmark
Becker, Stefan; Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 Automated license plate detection for image anonymization
Peter, Rebekka; Grosselfinger, Ann-Kristin; Münch, David; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 Augmentation techniques for video surveillance in the visible and thermal spectral range
Buhrmester, Vanessa; Grosselfinger, Ann-Kristin; Münch, David; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 Modeling continuous-time stochastic processes using N-Curve mixtures
Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Paper
2019 A comparison study of deep visual tracking on infrared imagery in a maritime environment
Vujasinovic, Stéphane; Becker, Stefan; Scherer-Negenborn, Norbert; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 An RNN-Based IMM Filter Surrogate
Becker, Stefan; Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 Evaluating the Impact of Color Information in Deep Neural Networks
Buhrmester, Vanessa; Münch, David; Bulatov, Dimitri; Arens, Michael
Konferenzbeitrag
Conference Paper
2019 Investigation on Combining 3D Convolution of Image Data and Optical Flow to Generate Temporal Action Proposals
Schlosser, Patrick; Münch, David; Arens, Michael
Vortrag
Presentation
2019 RNN-based Prediction of Pedestrian Turning Maneuvers
Becker, Stefan
Konferenzbeitrag
Conference Paper
2019 An architecture for automatic multimodal video data anonymization to ensure data protection
Grosselfinger, Ann-Kristin; Münch, David; Arens, Michael
Konferenzbeitrag
Conference Paper
2018 State estimation for tracking in image space with a de- and re-coupled IMM filter
Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Zeitschriftenaufsatz
Journal Article
2018 Joint detection and online multi-object tracking
Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2018 Particle-based Pedestrian Path Prediction using LSTM-MDL Models
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2018 Data processing and recording using a versatile multi-sensor vehicle
Borgmann, Björn; Schatz, Volker; Kieritz, Hilke; Scherer-Klöckling, Clemens; Hebel, Marcus; Arens, Michael
Konferenzbeitrag
Conference Paper
2017 Robust visual object tracking with interleaved segmentation
Abel, Peter; Kieritz, Hilke; Becker, Stefan; Arens, Michael
Konferenzbeitrag
Conference Paper
2017 Begriffliche Situationsanalyse aus Videodaten bei unvollständiger und fehlerhafter Information
Münch, David
Dissertation
Doctoral Thesis
2017 Interactive concepts for shaping generative models of spatial behavior
Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2017 On the reliability of LSTM-MDL models for pedestrian trajectory prediction
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2017 Supporting generative models of spatial behavior by user interaction
Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2016 Detection of infrastructure manipulation with knowledge-based video surveillance
Münch, David; Hilsenbeck, Barbara; Kieritz, Hilke; Becker, Stefan; Grosselfinger, Ann-Kristin; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2016 On the benefit of state separation for tracking in image space with an interacting multiple model filter
Becker, Stefan; Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2016 MAD for visual tracker fusion
Becker, Stefan; Krah, Sebastian B.; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2016 The visual object tracking VOT2016 challenge results
Kristan, Matej; Leonardis, Ales; Matas, Jiri; Becker, Stefan; Krah, Sebastian; Hübner, Wolsgang; Arens, Michael; et. al.
Konferenzbeitrag
Conference Paper
2016 The thermal infrared visual object tracking VOT-TIR2016 challenge results
Felsberg, Michael; Kristian, Matej; Matas, Jiri; Arens, Michael; Krah, Sebastian; Becker, Stefan; Hübner, Wolfgang; et. al.
Konferenzbeitrag
Conference Paper
2016 Video-based log generation for security systems in indoor surveillance scenarios
Münch, David; Becker, Stefan; Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2016 The effects of camera jitter for background subtraction algorithms on fused infrared-visible video streams
Becker, Stefan; Scherer-Negenborn, Norbert; Thakkar, Pooja; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2016 Online multi-person tracking using integral channel features
Kieritz, Hilke; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2016 Hierarchical Hough forests for view-independent action recognition
Hilsenbeck, Barbara; Münch, David; Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2016 Searching remotely sensed images for meaningful nested gestalten
Michaelsen, Eckart; Münch, David; Arens, Michael
Konferenzbeitrag
Conference Paper
2016 Action recognition in the longwave infrared and the visible spectrum using Hough forests
Hilsenbeck, Barbara; Münch, David; Grosselfinger, Ann-Kristin; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2015 Detecting abandoned objects using interacting multiple models
Becker, Stefan; Münch, David; Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2015 Knowledge-based situational analysis of unusual events in public places
Münch, David; Becker, Stefan; Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2015 Towards web-based semantic knowledge completion for adaptive world modeling in cognitive systems
Kuwertz, A.; Goldbeck, C.; Hug, R.; Beyerer, Jürgen
Konferenzbeitrag
Conference Paper
2015 The Visual Object Tracking VOT2015 challenge results
Kristan, Matej; Matas, Jiri; Leonardis, Ales; Felsberg, Michael; Cehovin, Luka; Fernandez, Gustavo; Vojir, Tomas; Häger, Gustav; Nebehay, Georg; Pflugfelder, Roman; Gupta, Abhinav; Bibi, Adel; Lukezic, Alan; Garcia-Martin, Alvaro; Saffari, Amir; Petrosino, Alfredo; Solis Montero, Andres; Varfolomieiev, Anton; Baskurt, Atilla; Zhao, Baojun; Ghanem, Bernard; Martinez, Brais; Lee, ByeongJu; Han, Bohyung; Wang, Chaohui; Garcia, Christophe; Zhang, Chunyuan; Schmid, Cordelia; Tao, Dacheng; Kim, Daijin; Huang, Dafei; Prokhorov, Danil; Du, Dawei; Yeung, Dit-Yan; Ribeiro, Eraldo; Shahbaz Khan, Fahad; Porikli, Fatih; Bunyak, Filiz; Zhu, Gao; Seetharaman, Guna; Kieritz, Hilke; Tuen Yau, Hing; Li, Hongdong; Qi, Honggang; Bischof, Horst; Possegger, Horst; Lee, Hyemin; Nam, Hyeonseob; Bogun, Ivan; Jeong, Jae-chan; Cho, Jae-il; Lee, Jae-Yeong; Zhu, Jianke; Shi, Jianping; Li, Jiatong; Jia, Jiaya; Feng, Jiayi; Gao, Jin; Young Choi, Jin; Kim, Ji-Wan; Lang, Jochen; Martinez, Jose M.; Choi, Jongwon; Xing, Junliang; Xue, Kai; Palaniappan, Kannappan; Lebeda, Karel; Alahari, Karteek; Gao, Ke; Yun, Kimin; Hong Wong, Kin; Luo, Lei; Ma, Liang; Ke, Lipeng; Wen, Longyin; Bertinetto, Luca; Pootschi, Mahdieh; Maresca, Mario; Danelljan, Martin; Wen, Mei; Zhang, Mengdan; Arens, Michael; Valstar, Michel; Tang, Ming; Chang, Ming-Ching; Haris Khan, Muhammad; Fan, Nana; Wang, Naiyan; Miksik, Ondrej; Torr, Philip H.S.; Wang, Qiang; Martin-Nieto, Rafael; Pelapur, Rengarajan; Bowden, Richard; Laganiere, Robert; Moujtahid, Salma; Hare, Sam; Hadfield, Simon; Lyu, Siwei; Li, Siyi; Zhu, Song-Chun; Becker, Stefan; Duffner, Stefan; Hicks, Stephen L.; Golodetz, Stuart; Choi, Sunglok; Wu, Tianfu; Mauthner, Thomas; Pridmore, Tony; Hu, Weiming; Hübner, Wolfgang; Wang, Xiaomeng; Li, Xin; Shi, Xinchu; Zhao, Xu; Mei, Xue; Shizeng, Yao; Hua, Yang; Li, Yang; Lu, Yang; Li, Yuezun; Chen, Zhaoyun; Huang, Zehua; Chen, Zhe; Zhang, Zhe; He, Zhenyu; Hong, Zhibin
Konferenzbeitrag
Conference Paper
2015 An evaluation of background subtraction algorithms on fused infrared-visible video streams
Becker, Stefan; Scherer-Negenborn, Norbert; Thakkar, Pooja; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2015 The thermal infrared visual object tracking VOT-TIR2015 challenge results
Felsberg, Michael; Berg, Amanda; Häger, Gustav; Ahlberg, Jörgen; Kristan, Matej; Matas, Jiri; Leonardis, Ales; Cehovin, Luka; Fernandez, Gustavo; Vojir, Tomas; Nebehay, Georg; Pflugfelder, Roman; Lukezic, Alan; Garcia-Martin, Alvaro; Saffari, Amir; Li, Ang; Solis Montero, Andres; Zhao, Baojun; Schmid, Cordelia; Chen, Dapeng; Du, Dawei; Shahbaz Khan, Fahad; Porikli, Fatih; Zhu, Gao; Zhu, Guibo; Lu, Hanqing; Kieritz, Hilke; Li, Hongdong; Qi, Honggang; Jeong, Jae-chan; Cho, Jae-il; Lee, Jae-Yeong; Zhu, Jianke; Li, Jiatong; Feng, Jiay; Wang, Jinqiao; Kim, Ji-Wan; Lang, Jochen; Martinez, Jose M.; Xue, Kai; Alahari, Karteek; Ma, Liang; Ke, Lipeng; Longyin, Wen; Bertinetto, Luca; Danelljan, Martin; Arens, Michael; Tang, Ming; Chang, Ming-Ching; Miksik, Ondrej; Torr, Philip H.S.; Martin-Nieto, Rafael; Laganiere, Robert; Hare, Sam; Lyu, Siwei; Zhu, Song-Chun; Becker, Stefan; Hicks, Stephen L.; Golodetz, Stuart; Choi, Sunglok; Wu, Tianfu; Hübner, Wolfgang; Zhao, Xu; Hua, Yang; Li, Yang; Lu, Yang; Li, Yuezun; Yuan, Zejian; Hong, Zhibin
Konferenzbeitrag
Conference Paper
2015 Annotation driven MAP search space estimation for sliding-window based person detection
Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2014 Neuronale Netze
Mallot, Hanspeter A.; Hübner, Wolfgang
Aufsatz in Buch
Book Article
2014 Human pose estimation with implicit shape models
Brauer, Jürgen
Dissertation
Doctoral Thesis
2014 Independent motion detection with a rival penalized adaptive particle filter
Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2014 Architecture for and evaluation of situational analysis in the real world
Münch, David; Grosselfinger, Ann-Kristin; Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2014 Automatic understanding of group behavior using fuzzy temporal logic
IJsselmuiden, Joris; Münch, David; Grosselfinger, Ann-Kristin; Arens, Michael; Stiefelhagen, Rainer
Zeitschriftenaufsatz
Journal Article
2014 Supporting annotation of anatomical landmarks using automatic scale selection
Krah, Sebastian Bernd; Brauer, Jürgen; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2014 Generalized Hough transform based time invariant action recognition with 3D pose information
Münch, David; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2013 Towards situational awareness systems based on semi-stationary multi-camera components
Münch, David; Becker, Stefan; Grosselfinger, Ann-Kristin; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2013 Automatic unconstrained online configuration of a master-slave camera system
Münch, David; Grosselfinger, Ann-Kristin; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2013 Learning transmodal person detectors from single spectral training sets
Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2013 Feature-based automatic configuration of semi-stationary multi-camera components
Grosselfinger, Ann-Kristin; Münch, David; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2013 Recognition of symmetry structure by use of gestalt algebra
Michaelsen, Eckart; Münch, David; Arens, Michael
Konferenzbeitrag
Conference Paper
2013 Automated generation of high-quality training data for appearance-based object models
Becker, Stefan; Voelcker, Arno; Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2013 Particle swarm optimization on low dimensional pose manifolds for monocular human pose estimation
Brauer, Jürgen; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2013 Voting strategies for anatomical landmark localization using the implicit shape model
Brauer, Jürgen; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2012 Generative 2D and 3D human pose estimation with vote distributions
Brauer, Jürgen; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2012 Towards a real-time situational awareness system for surveillance applications in unconstrained environments
Münch, David; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2012 Automatic behavior understanding in crisis response control rooms
Ijsselmuiden, Joris; Grosselfinger, Ann-Kristin; Münch, David; Arens, Michael; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2012 Rule-based high-level situation recognition from incomplete tracking data
Münch, David; Ijsselmuiden, Joris; Grosselfinger, Ann-Kristin; Arens, Michael; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2012 Supporting fuzzy metric temporal logic based situation recognition by mean shift clustering
Münch, D.; Michaelsen, E.; Arens, M.
Konferenzbeitrag
Conference Paper
2012 IR-videostream rendering based on high-level object information
Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Konferenzbeitrag
Conference Paper
2011 Video analysis for situation and threat recognition
Münch, David; Jüngling, Kai; Arens, Michael
Konferenzbeitrag
Conference Paper
2011 An implicit shape model based approach to identify armed persons
Becker, S.; Jüngling, K.
Konferenzbeitrag
Conference Paper
2011 A multi-staged system for efficient visual person reidentication
Jüngling, K.; Arens, M.
Konferenzbeitrag
Conference Paper
2011 Local feature based person detection and tracking beyond the visible spectrum
Jüngling, Kai; Arens, Michael
Aufsatz in Buch
Book Article
2011 High-level situation recognition using fuzzy metric temporal logic, case studies in surveillance and smart environments
Münch, David; Ijsselmuiden, Joris; Arens, Michael; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2011 Person re-identification in multi-camera networks
Jüngling, K.; Bodensteiner, C.; Arens, M.
Konferenzbeitrag
Conference Paper
2011 Managing security tasks with modular and mobile sensor data processing networks - an integral approach
Solbrig, Peter; Arens, Michael; Bulatov, Dimitri; Jüngling, Kai; Wernerus, Peter; Bürkle, Axel; Segor, Florian; Kollmann, Matthias; Müller, Sven
Konferenzbeitrag
Conference Paper
2011 Modeling vs. learning approaches for monocular 3D human pose estimation
Gong, Wenjuan; Brauer, Jürgen; Arens, Michael; Gonzales, Jordi
Konferenzbeitrag
Conference Paper
2011 Ein generisches System zur automatischen Detektion, Verfolgung und Wiedererkennung von Personen in Videodaten
Jüngling, K.
Dissertation
Doctoral Thesis
2011 On the effect of temporal information on monocular 3D human pose estimation
Brauer, Jürgen; Gong, Wenjuan; Gonzales, Jordi; Arens, Michael
Konferenzbeitrag
Conference Paper
2011 Towards people re-identification in multi-camera surveillance systems
Monari, Eduardo; Arens, Michael; Jüngling, Kai; Schuchert, Tobias; Schumann, Arne; Stiefelhagen, Rainer
Konferenzbeitrag
Conference Paper
2011 View-invariant person re-identification with an implicit shape model
Jüngling, K.; Arens, M.
Konferenzbeitrag
Conference Paper
2011 Monocular camera trajectory optimization using LiDAR data
Bodensteiner, C.; Hübner, W.; Jüngling, K.; Solbrig, P.; Arens, M.
Konferenzbeitrag
Conference Paper
2011 6-DoF model-based tracking of arbitrarily shaped 3D objects
Azad, P.; Münch, D.; Asfour, T.; Dillmann, R.
Konferenzbeitrag
Conference Paper
2011 Towards a multi-purpose monocular vision-based high-level situation awareness system
Münch, David; Jüngling, Kai; Arens, Michael
Konferenzbeitrag
Conference Paper
2011 Reconstructing the missing dimension: From 2D to 3D human pose estimation
Brauer, Jürgen; Arens, Michael
Konferenzbeitrag
Conference Paper
2011 Detecting and tracking people and their body parts in infrared
Jüngling, K.; Arens, M.
Konferenzbeitrag
Conference Paper
2011 Hierarchical object detection and tracking with an Implicit Shape Model
Jüngling, K.; Becker, S.; Arens, M.
Konferenzbeitrag
Conference Paper
2010 Pedestrian tracking in infrared from moving vehicles
Jüngling, K.; Arens, M.
Konferenzbeitrag
Conference Paper
2010 Human pose estimation with implicit shape models
Müller, J.; Arens, M.
Konferenzbeitrag
Conference Paper
2010 Local feature based person reidentification in infrared image sequences
Jüngling, K.; Arens, M.
Konferenzbeitrag
Conference Paper
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