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TU Berlin

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Scientific Publications

F. Zilly and C. Riechert and M. Müller and P. Eisert and T. Sikora and P. Kauff (2014). Real-time generation of multi-view video plus depth content using mixed narrow and wide baseline. Journal of Visual Communication and Image Representation, Special Issue on 3D Video Processing, 632–648.


Rubén Heras Evangelio and Michael Pätzold and Ivo Keller and Thomas Sikora (2014). Adaptively Splitted GMM with Feedback Improvement for the Task of Background Subtraction. IEEE Transactions on Information Forensics & Security, 863–874.

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Richard Adderley and Atta Badii and Ruben Heras Evangelio and Matteo Raffaelli and Patrick Seidler and Marco Tiemann (2014). MOSAIC: A Multi-modal Surveillance System to Enhance Situation Awareness and Decision Making. HCI International 2014. Springer International Publishing, 141–146.

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Álvaro García-Martín and Rubén Heras Evangelio and Thomas Sikora (2014). A Multi-configuration Part-based Person Detector. International Conference on Signal Processing and Multimedia Applications, SIGMAP. SCITEPRESS Digital Library, 321–328.

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Atta Badii and Marco Tiemann and Richard Adderley and Patrick Seidler and Ruben Heras Evangelio and Tobias Senst and Thomas Sikora and Luca Panattoni and Matteo Raffaelli and Matthew Cappel-Porter and Zsolt L. Husz and Thomas Hecker and Ines Peters (2014). MOSAIC - Multimodal Analytics for the Protection of Critical Assets. International Conference on Signal Processing and Multimedia Applications, SIGMAP. SCITEPRESS Digital Library, 311–320.

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Álvaro García-Martín and Rubén Heras Evangelio and Thomas Sikora (2014). Multi-configurations for Part-based Person Detectors. Third International Workshop on Parts and Attributes, in Conjunction with the European Conference on Computer Vision (ECCV 2014)

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Tobias Senst and Volker Eiselein and Ivo Keller and Thomas Sikora (2014). Crowd Analysis in non-static Cameras using Feature Tracking and Multi-Person Density. 21th IEEE International Conference on Image Processing, 6041–6045.

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Tobias Senst and Thilo Borgmann and Ivo Keller and Thomas Sikora (2014). Cross based Robust Local Optical Flow. 21th IEEE International Conference on Image Processing, 1967–1971.

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Ruben Verhack and Andreas Krutz and Peter Lambert and Rik Van de Walle and Thomas Sikora (2014). [Top 10% Paper] LOSSY IMAGE CODING IN THE PIXEL DOMAIN USING A SPARSE STEERING KERNEL SYNTHESIS APPROACH. 21th IEEE International Conference on Image Processing, 4807–4811.

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Volker Eiselein and Gleb Sternharz and Tobias Senst and Ivo Keller and Thomas Sikora (2014). Person re-Identification using Region Covariance in a Multi-feature Approach. International Conference on Image Analysis and Recognition (ICIAR) 2014

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Sebastian Schmiedeke and Pascal Kelm and Lutz Goldmann and Thomas Sikora (2014). TUB @ MediaEval 2014 Visual Privacy Task: Reversible Scrambling on Foreground Masks. Proceedings of the MediaEval 2014 Multimedia Benchmark Workshop. CEUR-WS, 73–74.

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Atta Badii and Touradj Ebrahimi and Christian Fedorczak and Pavel Koshunov and Tomas Piatrik and Volker Eiselein and Ahmed Al-Obaidi (2014). Overview of the MediaEval 2014 Visual Privacy Task. MediaEval 2014 Workshop

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Nils Plath; Lutz Goldmann; Alexander Nitsch; Sebastian Knorr; Thomas Sikora (2014). Line-preserving hole-filling for 2D-to-3D conversion. European Conference on Visual Media Production


Luke Gottlieb and Gerald Friedland and Jaeyoung Choi and Pascal Kelm and Thomas Sikora (2014). Creating Experts From the Crowd: Techniques for Finding Workers for Difficult Tasks. IEEE Transactions on Multimedia, 2075–2079.

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Hajer Fradi and Volker Eiselein and Jean-Luc Dugelay and Ivo Keller and Thomas Sikora (2015). Spatio-Temporal Crowd Density Model in a Human Detection and Tracking Framework. Signal Processing: Image Communication, 100–111.

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Ruben Verhack and Lieven Lange and Peter Lambert and Rik Van de Walle and Thomas Sikora (2015). Lossless Image Compression based on Kernel Least Mean Squares. 31st IEEE Picture Coding Symposium, Cairns, Australia

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Michael Tok and Volker Eiselein and Thomas Sikora (2015). Motion Modeling for Motion Vector Coding in HEVC. 31st IEEE Picture Coding Symposium, Cairns, Australia

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Thilo Borgmann and Michael Tok and Thomas Sikora (2015). Image Guided Phase Unwrapping for real-time 3D-Scanning. 31st IEEE Picture Coding Symposium, Cairns, Australia

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Thomas Sikora (2015). A Novel Kernel PCA/KLT Approach for Transform Coding of Waveforms. 31st IEEE Picture Coding Symposium, Cairns, Australia, 174–178.

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Tobias Senst and Volker Eiselein and Thomas Sikora (2015). [Best Paper Award] A Local Feature based on Lagrangian Measures for Violent Video Classification. 6th IET International Conference on Imaging for Crime Detection and Prevention. IET Digital Library, 1–6.

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Atta Badii and Pavel Koshunov and Hamid Oudi and Touradj Ebrahimi and Tomas Piatrik and Volker Eiselein and Natacha Ruchaud and Christian Fedorczak and Jean-Luc Dugelay and Diego F. Vazquez (2015). Overview of the MediaEval 2015 Drone Protect Task. MediaEval 2015 Workshop

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Stephan A. Rein; Frank H.P. Fitzek; Clemens Gühmann; Thomas Sikora (2015). Evaluation of the wavelet image two-line coder: A low complexity scheme for image compression. Signal Processing: Image Communication, 58–74.


Erik Bochinski and Volker Eiselein and Thomas Sikora (2016). Training a Convolutional Neural Network for Multi-Class Object Detection Using Solely Virtual World Data. IEEE International Conference on Advanced Video and Signal-Based Surveillance, 278–285.

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Tobias Senst and Jonas Geistert and Thomas Sikora (2016). Robust local optical flow: Long-range motions and varying illuminations. IEEE International Conference on Image Processing. IEEE, 4478–4482.

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Ruben Verhack and Thomas Sikora and Lieven Lange and Glenn Van Wallendael and Peter Lambert (2016). A Universal Image Coding Approahc using Sparse Steered Mixture-of-Experts Regression. IEEE International Conference on Image Processing, 2142–2146.


Jonas Geistert and Tobias Senst and Thomas Sikora (2016). Robust Local Optical Flow: Dense Motion Vector Field Interpolation. Picture Coding Symposium. IEEE, 1–5.

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Lieven Lange and Ruben Verhack and Thomas Sikora (2016). Video Representation and Coding Using a Sparse Steered Mixture-of-Experts Network. Picture Coding Symposium. IEEE, 1–5.

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Ruben Verhack and Simon Van de Keer and Glenn Van Wallendael and Peter Lambert and Thomas Sikora (2017). Color prediction in image coding using Steered Mixture-of-Experts. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017. IEEE.


Apostolos Axenopoulos and Volker Eiselein and Antonio Penta and Eugenia Koblents and Ernesto La Mattina and Petros Daras (2017). A framework for large-scale analysis of video "in the Wild" to assist digital forensic examination. IEEE Security & Privacy Magazine, Special Issue on Digital Forensics

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Ruben Verhack and Thomas Sikora and Lieven Lange and Rolf Jongebloed and Glenn Van Wallendael and Peter Lambert (2017). [Best Student Paper] STEERED MIXTURE-OF-EXPERTS FOR LIGHT FIELD CODING, DEPTH ESTIMATION, AND PROCESSING. IEEE International Conference on Multimedia and Expo, 1183–1188.

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Volker Eiselein and Erik Bochinski and Thomas Sikora (2017). Assessing Post-Detection Filters for a Generic Pedestrian Detector in a Tracking-By-Detection Scheme. Analysis of video and audio "in the Wild" workshop at IEEE AVSS 2017, 1–6.

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Tino Kutschbach and Erik Bochinski and Volker Eiselein and Thomas Sikora (2017). Sequential Sensor Fusion Combining Probability Hypothesis Density and Kernelized Correlation Filters for Multi-Object Tracking in Video Data. International Workshop on Traffic and Street Surveillance for Safety and Security at IEEE AVSS 2017, 1–5.

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Erik Bochinski and Volker Eiselein and Thomas Sikora (2017). [Challenge winner IWOT4S] High-Speed Tracking-by-Detection Without Using Image Information. International Workshop on Traffic and Street Surveillance for Safety and Security at IEEE AVSS 2017, 1–6.

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Siwei Lyu and Ming-Ching Chang and Dawei Du and Longyin Wen and Honggang Qi and Yuezun Li and Yi Wei and Lipeng Ke and Tao Hu and Marco Del Coco and Pierluigi Carcagnì and Dmitriy Anisimov and Erik Bochinski and Fabio Galasso and Filiz Bunyak and Guang Han and Hao Ye and Hong Wang and Kannappan Palaniappan and Koray Ozcan and Li Wang and Liang Wang and Martin Lauer and Nattachai Watcharapinchai and Nenghui Song and Noor M Al-Shakarji and Shuo Wang and Sikandar Amin and Sitapa Rujikietgumjorn and Tatiana Khanova and Thomas Sikora and Tino Kutschbach and Volker Eiselein and Wei Tian and Xiangyang Xue and Xiaoyi Yu and Yao Lu and Yingbin Zheng and Yongzhen Huang and Yuqi Zhang (2017). UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring. IEEE International Conference on Advanced Video and Signal-Based Surveillance, 1–7.


Patrick Krusch and Erik Bochinski and Volker Eiselein and Thomas Sikora (2017). A Consistent Two-Level Metric for Evaluation of Automated Abandoned Object Detection Methods. 24th IEEE International Conference on Image Processing (ICIP), 4352–4356.

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Erik Bochinski and Tobias Senst and Thomas Sikora (2017). Hyper-Parameter Optimization for Convolutional Neural Network Committees Based on Evolutionary Algorithms. 24th IEEE International Conference on Image Processing (ICIP), 3924–2928.

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M. Arvanitidou and T. Sikora (2017). Motion-Aware Video Quality Assessment. 51st Asilomar Conference on Signals, Systems, and Computers 2017. IEEE.

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Tobias Senst and Volker Eiselein and Alexander Kuhn and Thomas Sikora (2017). Crowd Violence Detection Using Global Motion-Compensated Lagrangian Features and Scale-Sensitive Video-Level Representation. IEEE Transactions on Information Forensics and Security, 2945–2956.

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Erik Bochinski and Tobias Senst and Thomas Sikora (2018). Extending IOU Based Multi-Object Tracking by Visual Information. IEEE International Conference on Advanced Video and Signals-based Surveillance, 441–446.

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Markus Küchhold and Maik Simon and Volker Eiselein and Thomas Sikora (2018). Scale-Adaptive Real-Time Crowd Detection and Counting for Drone Images. 25th IEEE International Conference on Image Processing (ICIP)

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Simone Croci and Mairead Grogan and Sebastian Knorr and Aljosa Smolic (2018). Colour Correction for Stereoscopic Omnidirectional Images. Irish Machine Vision and Image Processing Conference

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Rolf Jongebloed and Ruben Verhack and Lieven Lange and Thomas Sikora (2018). Hierarchical Learning of Sparse Image Representations using Steered Mixture-of-Experts. 2018 IEEE International Conference on Multimedia Expo Workshops (ICMEW)

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Tim Walles and Ghassen Bacha and Erik Bochinski and Volker Eiselein and Jens Nejstgaard (2018). High-resolution automated approaches to study in situ mesozooplankton abundance and migration.. Geophysical Research Abstracts, 764.

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Markus Küchhold and Maik Simon and Thomas Sikora (2018). Restricted Boltzmann Machine Image Compression. Picture Coding Symposium (PCS 2018)

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Michael Tok and Rolf Jongebloed and Lieven Lange and Erik Bochinski and Thomas Sikora (2018). An Mse Approach for Training and Coding Steered Mixtures of Experts. Picture Coding Symposium (PCS)

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Erik Bochinski and Ghassen Bacha and Volker Eiselein and Tim J. W. Walles and Jens C. Nejstgaard and Thomas Sikora (2018). Deep Active Learning for In Situ Plankton Classification. Computer Vision for Analysis of Underwater Imagery (CVAUI) IPCRW. Springer International Publishing, pp. 5–15.

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Pengfei Zhu and Longyin Wen and Dawei Du and Xiao Bian and Haibin Ling and Qinghua Hu and Hao Cheng and Chengfeng Liu and Xiaoyu Liu and Wenya Ma and Qinqin Nie and Haotian Wu and Lianjie Wang and Arne Schumann and Dan Wang and Diego Ortego and Elena Luna and Emmanouil Michail and Erik Bochinski and Feng Ni and Filiz Bunyak and Gege Zhang and Guna Seetharaman and Guorong Li and Hongyang Yu and Ioannis Kompatsiaris and Jianfei Zhao and Jie Gao and Jose Martinez and Juan Miguel and Kannappan Palaniappan and Konstantinos Avgerinakis and Lars Sommer and Martin Lauer and Mengkun Liu and Noor Al-Shakarji and Oliver Acatay and Panagiotis Giannakeris and Qijie Zhao and Qinghua Ma and Qingming Huang and Stefanos Vrochidis and Thomas Sikora and Tobias Senst and Wei Song and Wei Tian and Wenhua Zhang and Yanyun Zhao and Yidong Bai and Yinan Wu and Yongtao Wang and Yuxuan Li and Zhaoliang Pi and Zhiming Ma (2018). VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results. ECCV 2018 Workshops. Springer International Publishing, 496–518.


Erik Bochinski and Rolf Jongebloed and Michael Tok and Thomas Sikora (2018). Regularized Gradient Descent Training of Steered Mixture of Experts for Sparse Image Representation. IEEE International Conference on Image Processing (ICIP)

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Gregory Schröder and Tobias Senst and Erik Bochinski and Thomas Sikora (2018). Optical Flow Dataset and Benchmark for Visual Crowd Analysis. IEEE International Conference on Advanced Video and Signals-based Surveillance, 7–11.

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Siwei Lyu and Ming-Ching Chang and Dawei Du and Wenbo Li and Yi Wei and Marco Del Coco and Pierluigi Carcagnì and Arne Schumann and Bharti Munjal and Dinh-Quoc-Trung Dang and Doo-Hyun Choi and Erik Bochinski and Fabio Galasso and Filiz Bunyak and Guna Seetharaman,Jang-Woon Baek and Jong Taek Lee and Kannappan Palaniappan and Kil-Taek Lim and Kiyoung Moon and Kwang-Ju Kim and Lars Sommer and Meltem Brandlmaier and Min-Sung Kang and Moongu Jeon and Noor M. Al-Shakarji and Oliver Acatay and Pyong-Kun Kim and Sikandar Amin and Thomas Sikora and Tien Dinh and Tobias Senst and Vu-Gia-Hy Che and Young-Chul Lim and Young-min Song and and Yun-Su Chung (2018). UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. IEEE International Conference on Advanced Video and Signals-based Surveillance


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