Tobias Senst

According to our database, Tobias Senst authored at least 32 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Estimation and analysis of motion in video data.

Tobias Senst

PhD thesis, 2019

Video-based Bottleneck Detection utilizing Lagrangian Dynamics in Crowded Scenes.

Maik Simon, Markus Küchhold, Tobias Senst, Erik Bochinski, Thomas Sikora

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results.

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

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Optical Flow Dataset and Benchmark for Visual Crowd Analysis.

Gregory Schröder, Tobias Senst, Erik Bochinski, Thomas Sikora

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring.

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

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Extending IOU Based Multi-Object Tracking by Visual Information.

Erik Bochinski, Tobias Senst, Thomas Sikora

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017

Crowd Violence Detection Using Global Motion-Compensated Lagrangian Features and Scale-Sensitive Video-Level Representation.

Tobias Senst, Volker Eiselein, Alexander Kuhn, Thomas Sikora

IEEE Trans. Inf. Forensics Secur., 2017

Hyper-parameter optimization for convolutional neural network committees based on evolutionary algorithms.

Erik Bochinski, Tobias Senst, Thomas Sikora

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016

Robust local optical flow: Dense motion vector field interpolation.

Jonas Geistert, Tobias Senst, Thomas Sikora

Proceedings of the 2016 Picture Coding Symposium, 2016

Robust local optical flow: Long-range motions and varying illuminations.

Tobias Senst, Jonas Geistert, Thomas Sikora

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

A local feature based on lagrangian measures for violent video classification.

Tobias Senst, Volker Eiselein, Thomas Sikora

Proceedings of the 6th International Conference on Imaging for Crime Detection and Prevention, 2015

2014

MOSAIC - Multimodal Analytics for the Protection of Critical Assets.

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

Proceedings of the SIGMAP 2014, 2014

Crowd analysis in non-static cameras using feature tracking and multi-person density.

Tobias Senst, Volker Eiselein, Ivo Keller, Thomas Sikora

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Cross based robust local optical flow.

Tobias Senst, Thilo Borgmann, Ivo Keller, Thomas Sikora

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Person Re-identification Using Region Covariance in a Multi-feature Approach.

Volker Eiselein, Gleb Sternharz, Tobias Senst, Ivo Keller, Thomas Sikora

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

2013

MediaEval 2013 Visual Privacy Task: Using Adaptive Edge Detection for Privacy in Surveillance Videos.

Volker Eiselein, Tobias Senst, Ivo Keller, Thomas Sikora

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Robust local optical flow estimation using bilinear equations for sparse motion estimation.

Tobias Senst, Jonas Geistert, Ivo Keller, Thomas Sikora

Proceedings of the IEEE International Conference on Image Processing, 2013

A decentralized privacy-sensitive video surveillance framework.

Tobias Senst, Volker Eiselein, Atta Badii, Mathieu Einig, Ivo Keller, Thomas Sikora

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Video indexing and summarization as a tool for privacy protection.

Rubén Heras Evangelio, Tobias Senst, Ivo Keller, Thomas Sikora

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

2012

Robust Local Optical Flow for Feature Tracking.

Tobias Senst, Volker Eiselein, Thomas Sikora

IEEE Trans. Circuits Syst. Video Technol., 2012

A Lagrangian framework for video analytics.

Alexander Kuhn, Tobias Senst, Ivo Keller, Thomas Sikora, Holger Theisel

Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Human action recognition using Lagrangian descriptors.

Esra Acar, Tobias Senst, Alexander Kuhn, Ivo Keller, Holger Theisel, Sahin Albayrak, Thomas Sikora

Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Performance Evaluation of Feature Detection for Local Optical Flow Tracking.

Tobias Senst, Brigitte Unger, Ivo Keller, Thomas Sikora

Proceedings of the ICPRAM 2012, 2012

Detecting People Carrying Objects Utilizing Lagrangian Dynamics.

Tobias Senst, Alexander Kuhn, Holger Theisel, Thomas Sikora

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Clustering Motion for Real-Time Optical Flow Based Tracking.

Tobias Senst, Rubén Heras Evangelio, Ivo Keller, Thomas Sikora

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011

Detecting people carrying objects based on an optical flow motion model.

Tobias Senst, Rubén Heras Evangelio, Thomas Sikora

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Robust modified L² local optical flow estimation and feature tracking.

Tobias Senst, Volker Eiselein, Rubén Heras Evangelio, Thomas Sikora

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Detection of static objects for the task of video surveillance.

Rubén Heras Evangelio, Tobias Senst, Thomas Sikora

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Efficient real-time local optical flow estimation by means of integral projections.

Tobias Senst, Volker Eiselein, Michael Pätzold, Thomas Sikora

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

On building decentralized wide-area surveillance networks based on ONVIF.

Tobias Senst, Michael Pätzold, Rubén Heras Evangelio, Volker Eiselein, Ivo Keller, Thomas Sikora

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010

Towards Detecting People Carrying Objects - A Periodicity Dependency Pattern Approach.

Tobias Senst, Rubén Heras Evangelio, Volker Eiselein, Michael Pätzold, Thomas Sikora

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

II-LK - A Real-Time Implementation for Sparse Optical Flow.

Tobias Senst, Volker Eiselein, Thomas Sikora

Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010