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TU Berlin

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Scientific Publications

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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Zouhair Belkoura and Thomas Sikora (2006). Towards Rate-Decoder Complexity Optimisation in Turbo-Coder based Distributed Video Coding. Picture Coding Symposium (PCS 2006)

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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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L. Onural and T. Sikora and J. Ostermann and A. Smolic and M. R. Civanlar and J. Watson (2006). "An Assessment of 3DTV Technologies". NAB Broadcast Engineering Conference Proceedings 2006, Las Vegas, USA, 456–467.

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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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Jang-Heon Kim and Thomas Sikora (2006). Color Image Noise Reduction using Perceptual Maximum Variation Modeling for Color Diffusion. 7th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2006)

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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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Lutz Goldmann and Mustafa Karaman and J. T. Saez Minquez and Thomas Sikora (2006). Appearance-Based Person Recognition for Surveillance Applications. 7th International Workshop on Image Analysis for Multimadia Interactive Services (WIAMIS 2006)

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Lutz Goldmann and Amjad Samour and Thomas Sikora (2006). Multimodal Analysis for Universal Smart Room Applications. 7th International Workshop on Image Analysis for Multimadia Interactive Services (WIAMIS 2006)

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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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Matthias Kunter and Thomas Sikora (2006). Super-resolution Mosaicing for Object based Video Format Conversion. 7th International Workshop on Image Analysis for Multimadia Interactive Services (WIAMIS 2006)

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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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Ronald Glasberg and Cengiz Tas and Thomas Sikora (2006). Commercial-Recognition for MPEG-2 Streams in Real-Time using Three Visual Descriptors. 7th International Workshop on Image Analysis for Multimadia Interactive Services (WIAMIS 2006)

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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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Evren Imre and Sebastian Knorr and A. Aydın Alatan and Thomas Sikora (2006). Dinamik sahneler için önceliklendirilmiş sıralı 3B geri çatım. SIU 2006

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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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Lutz Goldmann and Ullrich Moenich and Thomas Sikora (2006). Robust Face Detection Based on Components and Their Topology. Visual Communications and Image Processing (VCIP), IS&T/SPIE's Electronic Imaging 2006


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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Mustafa Karaman and Lutz Goldmann and Thomas Sikora (2006). A New Segmentation Approach Using Gaussian Color Model and Temporal Information. Visual Communications and Image Processing (VCIP), IS&T/SPIE's Electronic Imaging 2006

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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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Jang-Heon Kim and Thomas Sikora (2006). Anisotropic Scene Geometry Resampling with Occlusion Filling for 3DTV Applications. Conf. on Stereoscopic Displays and Applications XVII, IS&T/SPIE's Electronic Imaging 2006

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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.


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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Juan José Burred and Thomas Sikora (2005). On the Use of Auditory Representations for Sparsity-Based Sound Source Separation. IEEE Fifth Int. Conf. on Information, Communications and Signal Processing (ICICS '05)

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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.


Matthias Kunter and Jang-Heon Kim and Thomas Sikora (2005). Super-resolution Mosaicing using Embedded Hybrid Recursive Flow-based Segmentation. IEEE Fifth Int. Conf. on Information, Communications and Signal Processing (ICICS '05)

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Sila Ekmekci Flierl and Thomas Sikora (2005). Multi-State Video Coding with Side Information. Proc. of the Thirty-Ninth Asilomar Conference on Signals, Systems and Computers, 874–878.

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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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E. Benetos and M. Kotti and C. Kotropoulos and Juan José Burred and Gunnar Eisenberg and Martin Haller and Thomas Sikora (2005). Comparison of Subspace Analysis-Based and Statistical Model-Based Algorithms for Musical Instrument Classification. 2nd Workshop on Immersive Communication and Broadcast Systems (ICOB '05)

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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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Engin Tola and Sebastian Knorr and Evren Imre and Aydin A. Alatan and Thomas Sikora (2005). Structure from Motion in Dynamic Scenes with Multiple Motions. 2nd Workshop On Immersive Communication and Broadcast Systems (ICOB '05)

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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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Jang-Heon Kim and Matthias Kunter and Thomas Sikora (2005). Depth Diffusion Objects (DeDiO) - A Seamless Object-based Approach for TV Applications. 2nd Workshop on Immersive Communication and Broadcast Systems (ICOB '05)

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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.


Lutz Goldmann and M. Krinidis and N. Nikolaidis and S. Asteriadis and Thomas Sikora (2005). An Integrated System for Face Detection and Tracking. 2nd Workshop on Immersive Communication and Broadcast Systems (ICOB '05)

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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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Tilman Liebchen and T. Moriya and N. Harada and Y. Kamamoto and Y. Reznik (2005). The MPEG-4 Audio Lossless Coding (ALS) Standard - Technology and Applications. 119th AES Convention

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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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Hyoung-Gook Kim and Nicolas Moreau and Thomas Sikora (2005). MPEG-7 Audio and Beyond: Audio Content Indexing and Retrieval. John Wiley & Sons, 304.


Alexander Lerch and Gunnar Eisenberg and Koen Tanghe (2005). FEAPI: A Low Level Feature Extraction Plugin API. 8th International Conference on Digital Audio Effects (DAFx)

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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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Sila Ekmekci and Thomas Sikora and P. Frossard (2005). Coding with Temporal Layers or Multiple Descriptions for Lossy Video Transmission. International Workshop VLBV05

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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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Jang-Heon Kim and Thomas Sikora (2005). Hybrid Recursive Energy-based Method for Robust Optical Flow on Large Motion Fields. IEEE Int. Conf. on Image Processing (ICIP '05)

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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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Nicolas Moreau and Shan Jin and Thomas Sikora (2005). Comparison of Different Phone-based Spoken Document Retrieval Methods with Text and Spoken Queries. ISCA 9th European Conference on Speech Communication and Technology, Interspeech 2005-Eurospeech

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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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Kai Clüver and Thomas Sikora (2005). Multiple-Description Coding of Logarithmic PCM. EUSIPCO

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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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Ronald Glasberg and Amjad Samour and Khalid Elazouzi and Thomas Sikora (2005). Cartoon-Recognition using Video & Audio-Descriptors. EUSIPCO

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