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Tobias Senst

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Books and Theses

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2019
[b1]
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Tobias Senst:
Estimation and analysis of motion in video data. Technical University of Berlin, Germany, 2019

Journal Articles

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2017
[j2]
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Tobias Senst, Volker Eiselein, Alexander Kuhn, Thomas Sikora:
Crowd Violence Detection Using Global Motion-Compensated Lagrangian Features and Scale-Sensitive Video-Level Representation. IEEE Trans. Inf. Forensics Secur. 12(12): 2945-2956 (2017)
2012
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Tobias Senst, Volker Eiselein, Thomas Sikora:
Robust Local Optical Flow for Feature Tracking. IEEE Trans. Circuits Syst. Video Technol. 22(9): 1377-1387 (2012)

Conference and Workshop Papers

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2019
[c29]
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Maik Simon, Markus Küchhold, Tobias Senst, Erik Bochinski, Thomas Sikora:
Video-based Bottleneck Detection utilizing Lagrangian Dynamics in Crowded Scenes. AVSS 2019: 1-8
2018
[c28]
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Erik Bochinski, Tobias Senst, Thomas Sikora:
Extending IOU Based Multi-Object Tracking by Visual Information. AVSS 2018: 1-6
[c27]
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Siwei Lyu, Ming-Ching Chang, Dawei Du, Wenbo Li, Yi Wei, Marco Del Coco, Pierluigi Carcagnì, Arne Schumann, Bharti Munjal, Dinh-Quoc-Trung Dang, Doo-Hyun Choi, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guna Seetharaman, Jang-Woon Baek, Jong Taek Lee, Kannappan Palaniappan, Kil-Taek Lim, Kiyoung Moon, Kwang-Ju Kim, Lars Sommer, Meltem Brandlmaier, Minsung Kang, Moongu Jeon, Noor M. Al-Shakarji, Oliver Acatay, Pyong-Kun Kim, Sikandar Amin, Thomas Sikora, Tien Ba Dinh, Tobias Senst, Vu-Gia-Hy Che, Young-Chul Lim, Young-min Song, Yun-Su Chung:
UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS 2018: 1-6
[c26]
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Gregory Schröder, Tobias Senst, Erik Bochinski, Thomas Sikora:
Optical Flow Dataset and Benchmark for Visual Crowd Analysis. AVSS 2018: 1-6
[c25]
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Pengfei Zhu, Longyin Wen, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Haotian Wu, Qinqin Nie, Hao Cheng, Chenfeng Liu, Xiaoyu Liu, Wenya Ma, Lianjie Wang, Arne Schumann, Dan Wang, Diego Ortego, Elena Luna, Emmanouil Michail, Erik Bochinski, Feng Ni, Filiz Bunyak, Gege Zhang, Guna Seetharaman, Guorong Li, Hongyang Yu, Ioannis Kompatsiaris, Jianfei Zhao, Jie Gao, José M. Martínez, Juan C. SanMiguel, Kannappan Palaniappan, Konstantinos Avgerinakis, Lars Wilko Sommer, Martin Lauer, Mengkun Liu, Noor M. Al-Shakarji, Oliver Acatay, Panagiotis Giannakeris, Qijie Zhao, Qinghua Ma, Qingming Huang, Stefanos Vrochidis, Thomas Sikora, Tobias Senst, Wei Song, Wei Tian, Wenhua Zhang, Yanyun Zhao, Yidong Bai, Yinan Wu, Yongtao Wang, Yuxuan Li, Zhaoliang Pi, Zhiming Ma:
VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results. ECCV Workshops (5) 2018: 496-518
2017
[c24]
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Erik Bochinski, Tobias Senst, Thomas Sikora:
Hyper-parameter optimization for convolutional neural network committees based on evolutionary algorithms. ICIP 2017: 3924-3928
2016
[c23]
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Tobias Senst, Jonas Geistert, Thomas Sikora:
Robust local optical flow: Long-range motions and varying illuminations. ICIP 2016: 4478-4482
[c22]
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Jonas Geistert, Tobias Senst, Thomas Sikora:
Robust local optical flow: Dense motion vector field interpolation. PCS 2016: 1-5
2015
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Tobias Senst, Volker Eiselein, Thomas Sikora:
A local feature based on lagrangian measures for violent video classification. ICDP 2015: 1-6
2014
[c20]
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Volker Eiselein, Gleb Sternharz, Tobias Senst, Ivo Keller, Thomas Sikora:
Person Re-identification Using Region Covariance in a Multi-feature Approach. ICIAR (2) 2014: 77-84
[c19]
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Tobias Senst, Thilo Borgmann, Ivo Keller, Thomas Sikora:
Cross based robust local optical flow. ICIP 2014: 1967-1971
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Tobias Senst, Volker Eiselein, Ivo Keller, Thomas Sikora:
Crowd analysis in non-static cameras using feature tracking and multi-person density. ICIP 2014: 6041-6045
[c17]
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Atta Badii, Marco Tiemann, Richard Adderley, Patrick Seidler, Rubén Heras Evangelio, Tobias Senst, Thomas Sikora, Luca Panattoni, Matteo Raffaelli, Matthew Cappel-Porter, Zsolt L. Husz, Thomas Hecker, Ines Peters:
MOSAIC - Multimodal Analytics for the Protection of Critical Assets. SIGMAP 2014: 311-320
2013
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Rubén Heras Evangelio, Tobias Senst, Ivo Keller, Thomas Sikora:
Video indexing and summarization as a tool for privacy protection. DSP 2013: 1-6
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Tobias Senst, Volker Eiselein, Atta Badii, Mathieu Einig, Ivo Keller, Thomas Sikora:
A decentralized privacy-sensitive video surveillance framework. DSP 2013: 1-6
[c14]
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Tobias Senst, Jonas Geistert, Ivo Keller, Thomas Sikora:
Robust local optical flow estimation using bilinear equations for sparse motion estimation. ICIP 2013: 2499-2503
[c13]
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Volker Eiselein, Tobias Senst, Ivo Keller, Thomas Sikora:
MediaEval 2013 Visual Privacy Task: Using Adaptive Edge Detection for Privacy in Surveillance Videos. MediaEval 2013
2012
[c12]
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Tobias Senst, Alexander Kuhn, Holger Theisel, Thomas Sikora:
Detecting People Carrying Objects Utilizing Lagrangian Dynamics. AVSS 2012: 398-403
[c11]
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Tobias Senst, Rubén Heras Evangelio, Ivo Keller, Thomas Sikora:
Clustering Motion for Real-Time Optical Flow Based Tracking. AVSS 2012: 410-415
[c10]
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Tobias Senst, Brigitte Unger, Ivo Keller, Thomas Sikora:
Performance Evaluation of Feature Detection for Local Optical Flow Tracking. ICPRAM (2) 2012: 303-309
[c9]
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Esra Acar, Tobias Senst, Alexander Kuhn, Ivo Keller, Holger Theisel, Sahin Albayrak, Thomas Sikora:
Human action recognition using Lagrangian descriptors. MMSP 2012: 360-365
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Alexander Kuhn, Tobias Senst, Ivo Keller, Thomas Sikora, Holger Theisel:
A Lagrangian framework for video analytics. MMSP 2012: 387-392
2011
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Tobias Senst, Michael Pätzold, Rubén Heras Evangelio, Volker Eiselein, Ivo Keller, Thomas Sikora:
On building decentralized wide-area surveillance networks based on ONVIF. AVSS 2011: 420-423
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Tobias Senst, Volker Eiselein, Michael Pätzold, Thomas Sikora:
Efficient real-time local optical flow estimation by means of integral projections. ICIP 2011: 2345-2348
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Tobias Senst, Rubén Heras Evangelio, Thomas Sikora:
Detecting people carrying objects based on an optical flow motion model. WACV 2011: 301-306
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Rubén Heras Evangelio, Tobias Senst, Thomas Sikora:
Detection of static objects for the task of video surveillance. WACV 2011: 534-540
[c3]
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Tobias Senst, Volker Eiselein, Rubén Heras Evangelio, Thomas Sikora:
Robust modified L² local optical flow estimation and feature tracking. WACV 2011: 685-690
2010
[c2]
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Tobias Senst, Volker Eiselein, Thomas Sikora:
II-LK - A Real-Time Implementation for Sparse Optical Flow. ICIAR (1) 2010: 240-249
[c1]
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Tobias Senst, Rubén Heras Evangelio, Volker Eiselein, Michael Pätzold, Thomas Sikora:
Towards Detecting People Carrying Objects - A Periodicity Dependency Pattern Approach. VISAPP (2) 2010: 524-529

Informal and Other Publications

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2019
[i2]
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Maik Simon, Markus Küchhold, Tobias Senst, Erik Bochinski, Thomas Sikora:
Video-based Bottleneck Detection utilizing Lagrangian Dynamics in Crowded Scenes. CoRR abs/1908.07772 (2019)
2018
[i1]
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Gregory Schröder, Tobias Senst, Erik Bochinski, Thomas Sikora:
Optical Flow Dataset and Benchmark for Visual Crowd Analysis. CoRR abs/1811.07170 (2018)

Coauthor Index

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