Thomas Sikora

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 52

Top Venues

Publications

Aytaç Özkan, Elena Stoykova, Thomas Sikora, Violeta Madjarova
Denoising OCT Images Using Steered Mixture of Experts with Multi-Model Inference. CoRR (2024)
Elvira Fleig, Jonas Geistert, Erik Bochinski, Rolf Jongebloed, Thomas Sikora
Edge-Aware Autoencoder Design for Real-Time Mixture-of-Experts Image Compression. ISCAS (2023)
Aytac Özkan, Yi-Hsin Li, Thomas Sikora
Steered-Mixture-of-Experts Regression for Image Denoising with Multi-Model Inference. EUSIPCO (2023)
Herbert Potechius, Gunasekaran Raja, Thomas Sikora, Sebastian Knorr
A software test bed for sharing and evaluating color transfer algorithms for images and 3D objects. CVMP (2023)
Yi-Hsin Li, Mårten Sjöström, Sebastian Knorr, Thomas Sikora
Segmentation-based Initialization for Steered Mixture of Experts. VCIP (2023)
Benjamin Lukas Cajus Barzen, Fedor Glazov, Jonas Geistert, Thomas Sikora
Accelerated Deep Lossless Image Coding with Unified Paralleleized GPU Coding Architecture. CoRR (2022)
Maik Simon, Erik Bochinski, Markus Küchhold, Thomas Sikora
Utilizing Crowd Collectiveness to Enhance Bottleneck Detection Based on the Lagrangian Framework. AVSS (2022)
Benjamin Lukas Cajus Barzen, Fedor Glazov, Jonas Geistert, Thomas Sikora
Accelerated Deep Lossless Image Coding with Unified Paralleleized GPU Coding Architecture. PCS (2022)
Maik Simon, Erik Bochinski, Markus Küchhold, Thomas Sikora
Bottleneck Detection in Crowded Video Scenes Utilizing Lagrangian Motion Analysis Via Density and Arc Length Measures. ICME Workshops (2022)
Herbert Potechius, Thomas Sikora, Sebastian Knorr
Color Transfer of 3D Point Clouds For XR Applications. IC3D (2021)
Ruben Verhack, Thomas Sikora, Glenn Van Wallendael, Peter Lambert
Steered Mixture-of-Experts for Light Field Images and Video: Representation and Coding. IEEE Trans. Multim. 22 (3) (2020)
Md. Asikuzzaman, Ashek Ahmmed, Mark R. Pickering, Thomas Sikora
Edge Oriented Hierarchical Motion Estimation For Video Coding. ICIP (2020)
Maik Simon, Markus Küchhold, Tobias Senst, Erik Bochinski, Thomas Sikora
Video-based Bottleneck Detection utilizing Lagrangian Dynamics in Crowded Scenes. AVSS (2019)
Maik Simon, Markus Küchhold, Tobias Senst, Erik Bochinski, Thomas Sikora
Video-based Bottleneck Detection utilizing Lagrangian Dynamics in Crowded Scenes. CoRR (2019)
Rolf Jongebloed, Erik Bochinski, Lieven Lange, Thomas Sikora
Quantized and Regularized Optimization for Coding Images Using Steered Mixtures-of-Experts. DCC (2019)
Sebastian Knorr, Matis Hudon, Julián Cabrera, Thomas Sikora, Aljosa Smolic
Deepstereobrush: Interactive Depth Map Creation. IC3D (2018)
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)
Michael Tok, Rolf Jongebloed, Lieven Lange, Erik Bochinski, Thomas Sikora
An MSE Approach For Training And Coding Steered Mixtures Of Experts. PCS (2018)
Erik Bochinski, Tobias Senst, Thomas Sikora
Extending IOU Based Multi-Object Tracking by Visual Information. AVSS (2018)
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)
Gregory Schröder, Tobias Senst, Erik Bochinski, Thomas Sikora
Optical Flow Dataset and Benchmark for Visual Crowd Analysis. AVSS (2018)
Ruben Verhack, Glenn Van Wallendael, Martijn Courteaux, Peter Lambert, Thomas Sikora
Progressive Modeling of Steered Mixture-of-Experts for Light Field Video Approximation. PCS (2018)
Erik Bochinski, Rolf Jongebloed, Michael Tok, Thomas Sikora
Regularized Gradient Descent Training of Steered Mixture of Experts for Sparse Image Representation. ICIP (2018)
Gregory Schröder, Tobias Senst, Erik Bochinski, Thomas Sikora
Optical Flow Dataset and Benchmark for Visual Crowd Analysis. CoRR (2018)
Markus Küchhold, Maik Simon, Volker Eiselein, Thomas Sikora
Scale-Adaptive Real-Time Crowd Detection and Counting for Drone Images. ICIP (2018)
Erik Bochinski, Ghassen Bacha, Volker Eiselein, Tim J. W. Walles, Jens C. Nejstgaard, Thomas Sikora
Deep Active Learning for In Situ Plankton Classification. CVAUI/IWCF/MIPPSNA@ICPR (2018)
Rolf Jongebloed, Ruben Verhack, Lieven Lange, Thomas Sikora
Hierarchical Learning of Sparse Image Representations Using Steered Mixture-of-Experts. ICME Workshops (2018)
Markus Kuchhold, Maik Simon, Thomas Sikora
Restricted Boltzmann Machine Image Compression. PCS (2018)
Ruben Verhack, Nilesh Madhu, Glenn Van Wallendael, Peter Lambert, Thomas Sikora
Steered Mixture-of-Experts Approximation of Spherical Image Data. EUSIPCO (2018)
Ruben Verhack, Thomas Sikora, Lieven Lange, Rolf Jongebloed, Glenn Van Wallendael, Peter Lambert
Steered mixture-of-experts for light field coding, depth estimation, and processing. ICME (2017)
Erik Bochinski, Tobias Senst, Thomas Sikora
Hyper-parameter optimization for convolutional neural network committees based on evolutionary algorithms. ICIP (2017)
Patrick Krusch, Erik Bochinski, Volker Eiselein, Thomas Sikora
A consistent two-level metric for evaluation of automated abandoned object detection methods. ICIP (2017)
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) (2017)
Tino Kutschbach, Erik Bochinski, Volker Eiselein, Thomas Sikora
Sequential sensor fusion combining probability hypothesis density and kernelized correlation filters for multi-object tracking in video data. AVSS (2017)
Marina Georgia Arvanitidou, Thomas Sikora
Motion-aware video quality assessment. ACSSC (2017)
Ruben Verhack, Simon Van De Keer, Glenn Van Wallendael, Thomas Sikora, Peter Lambert
Color prediction in image coding using Steered Mixture-of-Experts. ICASSP (2017)
Siwei Lyu, Ming-Ching Chang, Dawei Du, Longyin Wen, Honggang Qi, Yuezun Li, Yi Wei, Lipeng Ke, Tao Hu, Marco Del Coco, Pierluigi Carcagnì, Dmitriy Anisimov, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guang Han, Hao Ye, Hong Wang, Kannappan Palaniappan, Koray Ozcan, Li Wang, Liang Wang, Martin Lauer, Nattachai Watcharapinchai, Nenghui Song, Noor M. Al-Shakarji, Shuo Wang, Sikandar Amin, Sitapa Rujikietgumjorn, Tatiana Khanova, Thomas Sikora, Tino Kutschbach, Volker Eiselein, Wei Tian, Xiangyang Xue, Xiaoyi Yu, Yao Lu, Yingbin Zheng, Yongzhen Huang, Yuqi Zhang
UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring. AVSS (2017)
Erik Bochinski, Volker Eiselein, Thomas Sikora
High-Speed tracking-by-detection without using image information. AVSS (2017)
Volker Eiselein, Erik Bochinski, Thomas Sikora
Assessing post-detection filters for a generic pedestrian detector in a tracking-by-detection scheme. AVSS (2017)
Lieven Lange, Ruben Verhack, Thomas Sikora
Video representation and coding using a sparse steered mixture-of-experts network. PCS (2016)
Tobias Senst, Jonas Geistert, Thomas Sikora
Robust local optical flow: Long-range motions and varying illuminations. ICIP (2016)
Ruben Verhack, Thomas Sikora, Lieven Lange, Glenn Van Wallendael, Peter Lambert
A universal image coding approach using sparse steered Mixture-of-Experts regression. ICIP (2016)
Jonas Geistert, Tobias Senst, Thomas Sikora
Robust local optical flow: Dense motion vector field interpolation. PCS (2016)
Erik Bochinski, Volker Eiselein, Thomas Sikora
Training a convolutional neural network for multi-class object detection using solely virtual world data. AVSS (2016)
Ruben Verhack, Lieven Lange, Peter Lambert, Rik Van de Walle, Thomas Sikora
Lossless image compression based on Kernel Least Mean Squares. PCS (2015)
Stephan A. Rein, Frank H. P. Fitzek, Clemens Gühmann, Thomas Sikora
Evaluation of the wavelet image two-line coder: A low complexity scheme for image compression. Signal Process. Image Commun. 37 (2015)
Thomas Sikora
A novel Kernel PCA/KLT approach for transform coding of waveforms. PCS (2015)
Andreas Textor, Thomas Sikora
An Ontology-Based Architecture for Storage Management. FOMI (2015)
Hajer Fradi, Volker Eiselein, Jean-Luc Dugelay, Ivo Keller, Thomas Sikora
Spatio-temporal crowd density model in a human detection and tracking framework. Signal Process. Image Commun. 31 (2015)
Tobias Senst, Volker Eiselein, Thomas Sikora
A local feature based on lagrangian measures for violent video classification. ICDP (2015)
Thilo Borgmann, Michael Tok, Thomas Sikora
Image guided phase unwrapping for real-time 3D-scanning. PCS (2015)
Michael Tok, Volker Eiselein, Thomas Sikora
Motion modeling for motion vector coding in HEVC. PCS (2015)
Rubén Heras Evangelio, Michael Pätzold, Ivo Keller, Thomas Sikora
Adaptively Splitted GMM With Feedback Improvement for the Task of Background Subtraction. IEEE Trans. Inf. Forensics Secur. 9 (5) (2014)
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)
Marko Esche, Michael Tok, Thomas Sikora
Theoretical Considerations Concerning Pixelwise Temporal Filtering. DCC (2014)
Álvaro García-Martín, Rubén Heras Evangelio, Thomas Sikora
A Multi-configuration Part-based Person Detector. SIGMAP (2014)
Sebastian Schmiedeke, Pascal Kelm, Lutz Goldmann, Thomas Sikora
TUB @ MediaEval 2014 Visual Privacy Task: Reversible Scrambling on Foreground Masks. MediaEval (2014)
Tobias Senst, Volker Eiselein, Ivo Keller, Thomas Sikora
Crowd analysis in non-static cameras using feature tracking and multi-person density. ICIP (2014)
Robert Skupin, Thilo Borgmann, Thomas Sikora
Multiview Point Cloud Filtering for Spatiotemporal Consistency. VISAPP (3) (2014)
Frederik Zilly, Christian Riechert, Marcus Müller, Peter Eisert, Thomas Sikora, Peter Kauff
Real-time generation of multi-view video plus depth content using mixed narrow and wide baseline. J. Vis. Commun. Image Represent. 25 (4) (2014)
Nils Plath, Lutz Goldmann, Alexander Nitsch, Sebastian Knorr, Thomas Sikora
Line-preserving hole-filling for 2D-to-3D conversion. CVMP (2014)
Volker Eiselein, Gleb Sternharz, Tobias Senst, Ivo Keller, Thomas Sikora
Person Re-identification Using Region Covariance in a Multi-feature Approach. ICIAR (2) (2014)
Ruben Verhack, Andreas Krutz, Peter Lambert, Rik Van de Walle, Thomas Sikora
Lossy image coding in the pixel domain using a sparse steering kernel synthesis approach. ICIP (2014)
Tobias Senst, Thilo Borgmann, Ivo Keller, Thomas Sikora
Cross based robust local optical flow. ICIP (2014)
Luke R. Gottlieb, Gerald Friedland, Jaeyoung Choi, Pascal Kelm, Thomas Sikora
Creating Experts From the Crowd: Techniques for Finding Workers for Difficult Tasks. IEEE Trans. Multim. 16 (7) (2014)
Tobias Senst, Jonas Geistert, Ivo Keller, Thomas Sikora
Robust local optical flow estimation using bilinear equations for sparse motion estimation. ICIP (2013)
Sebastian Schmiedeke, Peng Xu, Isabelle Ferrané, Maria Eskevich, Christoph Kofler, Martha A. Larson, Yannick Estève, Lori Lamel, Gareth J. F. Jones, Thomas Sikora
Blip10000: a social video dataset containing SPUG content for tagging and retrieval. MMSys (2013)
Jiande Sun, Jiangchuan Xie, Ju Liu, Thomas Sikora
Image Adaptation and Dynamic Browsing Based on Two-Layer Saliency Combination. IEEE Trans. Broadcast. 59 (4) (2013)
Thilo Borgmann, Thomas Sikora
Image Guided Cost Aggregation for Hierarchical Depth Map Fusion. VISAPP (2) (2013)
Tobias Senst, Volker Eiselein, Atta Badii, Mathieu Einig, Ivo Keller, Thomas Sikora
A decentralized privacy-sensitive video surveillance framework. DSP (2013)
Rubén Heras Evangelio, Ivo Keller, Thomas Sikora
Multiple cue indexing and summarization of surveillance video. AVSS (2013)
Sebastian Schmiedeke, Pascal Kelm, Thomas Sikora
TUB @ MediaEval 2013 Visual Privacy Task: Reversible Scrambling with colour-preservative Characteristic. MediaEval (2013)
Hajer Fradi, Volker Eiselein, Ivo Keller, Jean-Luc Dugelay, Thomas Sikora
Crowd context-dependent privacy protection filters. DSP (2013)
Volker Eiselein, Tobias Senst, Ivo Keller, Thomas Sikora
MediaEval 2013 Visual Privacy Task: Using Adaptive Edge Detection for Privacy in Surveillance Videos. MediaEval (2013)
Pascal Kelm, Sebastian Schmiedeke, Jaeyoung Choi, Gerald Friedland, Venkatesan Nallampatti Ekambaram, Kannan Ramchandran, Thomas Sikora
A novel fusion method for integrating multiple modalities and knowledge for multimodal location estimation. GeoMM@ACM Multimedia (2013)
Michael Tok, Marko Esche, Thomas Sikora
A dynamic model buffer for parametric motion vector prediction in random-access coding scenarios. ICIP (2013)
Marina Georgia Arvanitidou, Michael Tok, Alexander Glantz, Andreas Krutz, Thomas Sikora
Motion-based object segmentation using hysteresis and bidirectional inter-frame change detection in sequences with moving camera. Signal Process. Image Commun. 28 (10) (2013)
Nils Plath, Sebastian Knorr, Lutz Goldmann, Thomas Sikora
Adaptive Image Warping for Hole Prevention in 3D View Synthesis. IEEE Trans. Image Process. 22 (9) (2013)
Volker Eiselein, Hajer Fradi, Ivo Keller, Thomas Sikora, Jean-Luc Dugelay
Enhancing human detection using crowd density measures and an adaptive correction filter. AVSS (2013)
Michael Tok, Marko Esche, Alexander Glantz, Andreas Krutz, Thomas Sikora
A Parametric Merge Candidate for High Efficiency Video Coding. DCC (2013)
Sebastian Schmiedeke, Pascal Kelm, Thomas Sikora
DCT-based features for categorisation of social media in compressed domain. MMSP (2013)
Marko Esche, Michael Tok, Thomas Sikora
Adpative dense vector field interpolation for temporal filtering. ICIP (2013)
Marko Esche, Michael Tok, Alexander Glantz, Andreas Krutz, Thomas Sikora
Efficient Quadtree Compression for Temporal Trajectory Filtering. DCC (2013)
Kai Ide, Ivo Keller, Thomas Sikora
Consensus-based multiview texturing and depth-map completion. ICIP (2013)
Michael Tok, Alexander Glantz, Andreas Krutz, Thomas Sikora
Monte-Carlo-Based Parametric Motion Estimation Using a Hybrid Model Approach. IEEE Trans. Circuits Syst. Video Technol. 23 (4) (2013)
Jaeyoung Choi, Howard Lei, Venkatesan N. Ekambaram, Pascal Kelm, Luke R. Gottlieb, Thomas Sikora, Kannan Ramchandran, Gerald Friedland
Human vs machine: establishing a human baseline for multimodal location estimation. ACM Multimedia (2013)
Rubén Heras Evangelio, Tobias Senst, Ivo Keller, Thomas Sikora
Video indexing and summarization as a tool for privacy protection. DSP (2013)
Frederik Zilly, Christian Riechert, Marcus Müller, Wolfgang Waizenegger, Thomas Sikora, Peter Kauff
Multi-camera rectification using linearized trifocal tensor. ICPR (2012)
Tobias Senst, Brigitte Unger, Ivo Keller, Thomas Sikora
Performance Evaluation of Feature Detection for Local Optical Flow Tracking. ICPRAM (2) (2012)
Michael Pätzold, Rubén Heras Evangelio, Thomas Sikora
Boosting Multi-hypothesis Tracking by Means of Instance-Specific Models. AVSS (2012)
Sebastian Schmiedeke, Pascal Kelm, Thomas Sikora
Cross-modal categorisation of user-generated video sequences. ICMR (2012)
Tobias Senst, Volker Eiselein, Thomas Sikora
Robust Local Optical Flow for Feature Tracking. IEEE Trans. Circuits Syst. Video Technol. 22 (9) (2012)
Esra Acar, Tobias Senst, Alexander Kuhn, Ivo Keller, Holger Theisel, Sahin Albayrak, Thomas Sikora
Human action recognition using Lagrangian descriptors. MMSP (2012)
Michael Tok, Andreas Krutz, Alexander Glantz, Thomas Sikora
Lossy parametric motion model compression for global motion temporal filtering. PCS (2012)
Tobias Senst, Rubén Heras Evangelio, Ivo Keller, Thomas Sikora
Clustering Motion for Real-Time Optical Flow Based Tracking. AVSS (2012)
Alexander Kuhn, Tobias Senst, Ivo Keller, Thomas Sikora, Holger Theisel
A Lagrangian framework for video analytics. MMSP (2012)
Pascal Kelm, Sebastian Schmiedeke, Thomas Sikora
How Spatial Segmentation improves the Multimodal Geo-Tagging. MediaEval (2012)
Volker Eiselein, Daniel Arp, Michael Pätzold, Thomas Sikora
Real-Time Multi-human Tracking Using a Probability Hypothesis Density Filter and Multiple Detectors. AVSS (2012)
Marko Esche, Alexander Glantz, Andreas Krutz, Thomas Sikora
Adaptive Temporal Trajectory Filtering for Video Compression. IEEE Trans. Circuits Syst. Video Technol. 22 (5) (2012)
Rubén Heras Evangelio, Michael Pätzold, Thomas Sikora
Splitting Gaussians in Mixture Models. AVSS (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Sikora