Institut für Informationsverarbeitung (TNT)

Conference Contributions
- Marco Rudolph, Bastian Wandt, Bodo Rosenhahn
  Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows
  Winter Conference on Applications of Computer Vision (WACV), IEEE, Online, January 2021
  (pdf, arxiv, GitHub) BibTeX
- Wentong Liao, Xiang Cheng, Jingfeng Yang, Stefan Roth, Michael Goesele, Michael Ying Yang, Bodo Rosenhahn
  LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery
  XXIV ISPRS Congress, International Society for Photogrammetry and Remote Sensing (ISPRS), No. 381, p. 8, Nice, September 2020, edited by N. Paparoditis, C. Mallet, F. Lafarge, F. Remondino, I. Toschi, T. Fuse
  (pdf) BibTeX
- Yasser Samayoa, Jörn Ostermann
  Parameter Selection for a Video Communication System based on HEVC and Channel Coding
  IEEE Latin-American Conference on Communications (LATINCOM 2020), p. 5, Brazil, November 2020
  (pdf) BibTeX
- Malgorzata Rechmal-Lesse, Gerald Alexander Koroa, Yeremia Gunawan Adhisantoso, Markus Olbrich
  Automated Model Generation Including Variations for Formal Verification of Nonlinear Analog Circuits
  2020 18th IEEE International New Circuits and Systems Conference (NEWCAS), pp. 66-69, 2020
  BibTeX
- Malgorzata Rechmal-Lesse, Gerald Alexander Koroa, Yeremia Gunawan Adhisantoso, Markus Olbrich
  Automatically Generated Nonlinear Analog Circuit Models Enclosing Variations with Intervals and Affine Forms for Reachability Analysis
  2020 23rd International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS), IEEE, pp. 1-4, 2020
  BibTeX
- Berend Denkena, Marc Dittrich, Marius Lindauer, Mainka , Lukas Stürenburg
  Using AutoML to Optimize Shape Error Prediction in Milling Processes
  Proceedings of 20th Machining Innovations Conference for Aerospace Industry (MIC), December 2020
  (pdf, link) BibTeX
- Andre Biedenkapp, H. Furkan Bozkurt, Theresa Eimer, Frank Hutter, Marius Lindauer
  Algorithm Control: Foundation of a New Meta-Algorithmic Framework
  Proceedings of the European Conference on Artificial Intelligence (ECAI), 2020
  (pdf) BibTeX
- Fabian Hartmann, Aron Sommer, Ulrike Pestel-Schiller, Jörn Osterman
  A scheme for stabilizing the image generation for VideoSAR
  13th European Conference on Synthetic Aperture Radar, June 2020, edited by EUSAR 2020
  BibTeX
- Florian Kluger, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn
  Temporally Consistent Horizon Lines
  International Conference on Robotics and Automation (ICRA), Paris, France, June 2020
  (arXiv) BibTeX
- Florian Kluger, Eric Brachmann, Hanno Ackermann, Carsten Rother, Michael Ying Yang, Bodo Rosenhahn
  CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus
  Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, June 2020
  (arXiv) BibTeX
- Felix Kuhnke, Lars Rumberg, Jörn Ostermann
  Two-Stream Aural-Visual Affect Analysis in the Wild
  15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), IEEE Computer Society, pp. 366-371, May 2020
  (code) BibTeX
- Yasser Samayoa, Jörn Ostermann
  Modified Active Constellation Extension Algorithm for PAPR Reduction in OFDM Systems
  2020 Wireless Telecommunications Symposium (WTS), p. 5, Washington, USA, April 2020
  (pdf) BibTeX
- Ulrike Pestel-Schiller, Jörn Ostermann
  Interpreter-Based Evaluation of Compressed SAR Images Using JPEG and HEVC Intra Coding: Compression Can Improve Usability
  13th European Conference on Synthetic Aperture Radar, shifted to 2021, June 2020
  BibTeX
- Reemt Hinrichs, Nan Jiang, Raul Beltran, Thomas Krause, Alexander Lange, Max Käding, Boso Schmidt, Steffen Marx, Jörn Ostermann,
  Analysis of the repeatability of the pencil lead break artificial sound source
  59th Annual British Conference on Non-Destructive Testing, September 2020
  BibTeX
- David Speck, André Biedenkapp, Frank Hutter, Robert Mattmüller, Marius Lindauer
  Learning Heuristic Selection with Dynamic Algorithm Configuration
  Proceedings of international workshop on Bridging the Gap Between AI Planning and Reinforcement Learning at ICAPS, June 2020
  (arXiv) BibTeX
- Theresa Eimer, Andre Biedenkapp, Frank Hutter, Marius Lindauer
  Towards Self-Paced Context Evaluations for Contextual Reinforcement Learning
  Workshop on Inductive Biases, Invariances and Generalization in Reinforcement Learning (BIG@ICML'20), July 2020
  (pdf) BibTeX
- Andre Biedenkapp, Raghu Rajan, Frank Hutter, Marius Lindauer
  Towards TempoRL: Learning When to Act
  Workshop on Inductive Biases, Invariances and Generalization in Reinforcement Learning (BIG@ICML'20), July 2020
  (pdf) BibTeX
- Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
  TOAD-GAN: Coherent Style Level Generation from a Single Example
  AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment Best Student Paper Award , October 2020
  (AAAI, github, arxiv, Award) BibTeX
- Andrea Hornakova*, Roberto Henschel*, Bodo Rosenhahn, Paul Swoboda, (* equal contribution)
  Lifted Disjoint Paths with Application in Multiple Object Tracking
  Proceedings of the 37th International Conference on Machine Learning (ICML), July 2020
  (pdf, pdf, Visual Results, Code, Video Presentation) BibTeX
- Artur Souza, Luigi Nardi, Leonardo Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter
  Prior-guided Bayesian Optimization
  Proceedings of the Workshop on Meta-Learning (NeurIPS), pp. 1-19, December 2020
  (link) BibTeX
- Petrissa Zell, Bodo Rosenhahn, Bastian Wandt
  Weakly-supervised Learning of Human Dynamics
  European Conference on Computer Vision (ECCV), August 2020
  (arXiv) BibTeX
- Yuren Cong, Hanno Ackermann, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn
  NODIS: Neural Ordinary Differential Scene Understanding
  European Conference on Computer Vision (ECCV), August 2020
  (arXiv) BibTeX
- Henrik Jürgens, Reemt Hinrichs, Jörn Ostermann
  Recognizing Guitar Effects and Their Parameter Settings
  Proceedings of the DAFx2020 (Vol I), 2020
  BibTeX
- Sönke Südbeck, Thomas Krause, Jörn Ostermann
  Non-Line-of-Sight Time-Difference-of-Arrival Localization with Explicit Inclusion of Geometry Information in a Simple Diffraction Scenario
  IEEE MMSP 2020 - IEEE International Workshop on Multimedia Signal Processing, September 2020
  BibTeX
- Gresa Shala, Andre Biedenkapp, Noor Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter
  Learning Step-Size Adaptation in CMA-ES
  Proceedings of the Sixteenth International Conference on Parallel Problem Solving from Nature ({PPSN}'20), September 2020
  (pdf, arXiv) BibTeX
- Tongxin Hu, Vasileios Iosifidis, Liao Wentong, Zhang Hang, Michael Ying Yang, Eirini Ntoutsi, Bodo Rosenhahn
  FairNN - Conjoint Learning of Fair Representations for Fair Decisions
  23rd International Conference on Discovery Science, October 2020
  (pdf) BibTeX
- Hao Cheng, Wentong Liao, Yang Michael Ying, Monica Sester, Bodo Rosenhahn
  MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic
  23rd International Conference on Intelligent Transportation Systems (ITSC), IEEE, September 2020
  (pdf) BibTeX
- Daniel Gritzner, Jörn Ostermann
  USING SEMANTICALLY PAIRED IMAGES TO IMPROVE DOMAIN ADAPTATION FOR THE SEMANTIC SEGMENTATION OF AERIAL IMAGES
  ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, pp. 483--492, August 2020
  (link) BibTeX
- He Sen, Liao Wentong, Hamed Rezazadegan Tavakoli, Michael Ying Yang, Bodo Rosenhahn, Nicolas Pugeault
  Image Captioning through Image Transformer
  Asian Conference on Computer Vision (ACCV), IEEE, Kyoto, November 2020
  (pdf) BibTeX
- Michael Ying Yang, Wentong Liao, Xinbo Li, Yanpeng Cao, Bodo Rosenhahn
  Vehicle Detection in Aerial Images
  Photogrammetric Engineering & Remote Sensing, 2019
  BibTeX
- Idoia Ochoa, Hongyi Li, Florian Baumgarte, Charles Hergenrother, Jan Voges, Mikel Hernaez
  AliCo: A New Efficient Representation for SAM Files
  2019 Data Compression Conference (DCC), pp. 93-102, 2019
  (pdf, link) BibTeX
- Bastian Wandt, Bodo Rosenhahn
  RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation
  Computer Vision and Pattern Recognition (CVPR), IEEE, June 2019
  (pdf, code, arxiv) BibTeX
- Aron Sommer, Jörn Ostermann
  Image Reconstruction without an Inertial Navigation System using Backprojection Autofocus for Synthetic Aperture Radar
  20th International Radar Symposium (IRS), IEEE, pp. 1 -- 4, Ulm, Germany, June 2019, edited by IRS 2019
  (pdf) BibTeX
- Reemt Hinrichs, Tom Gajecki, Jörn Ostermann, Waldo Nogueira
  Coding of Electrical Stimulation Patterns for Binaural Sound Coding Strategies for Cochlear Implants
  41st International Engineering in Medicine and Biology Conference, July 2019
  (pdf) BibTeX
- Holger Meuel
  Application of the Rate-Distortion Theory for Affine Motion Compensation in Video Coding
  Proceedings of the 5th Summer School on Video Compression and Processing (SVCP) 2019, Universität Konstanz, Workgroup Multimedia Signal Processing, Konstanz, Germany, June 2019, edited by Saupe, Dietmar; Kaup, André; Ohm, Jens-Rainer
  (pdf, link) BibTeX
- Tom Paridaens, Jan Voges, Mikel Hernaez, Jan Fostier, Jörn Ostermann
  GABAC: an arithmetic coding solution for genomic data [version 1; not peer-reviewed]
  F1000Research (International Society for Computational Biology Community Journal), Vol. 8, p. 1463 (poster), 2019
  (pdf, pdf, link) BibTeX
- Christian Busse, Thomas Krause, Jörn Ostermann, Jörg Bitzer
  Improved gunshot classification by using artificial data
  Conference on Audio Forensics, June 2019
  BibTeX
- Roberto Henschel, Timo von Marcard, Rosenhahn Bodo
  Simultaneous Identification and Tracking of Multiple People using Video and IMUs
  Computer Vision and Pattern Recognition Workshops (CVPRW), June 2019
  (pdf) BibTeX
- Roberto Henschel, Yunzhe Zou, Bodo Rosenhahn
  Multiple People Tracking using Body and Joint Detections
  Computer Vision and Pattern Recognition Workshops (CVPRW), June 2019
  (pdf) BibTeX
- Marco Rudolph, Bastian Wandt, Bodo Rosenhahn
  Structuring Autoencoders
  Third International Workshop on “Robust Subspace Learning and Applications in Computer Vision” (ICCV), August 2019
  (pdf, arxiv) BibTeX
- Sami Brandt, Hanno Ackermann, Stella Graßhof
  Uncalibrated Non-Rigid Factorisation by Independent Subspace Analysis
  Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops, Seoul, Korea, October 2019
  (link) BibTeX
- Tongxin Hu, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn
  Exploiting Attention for Visual Relationship Detection
  41th German Conference on Pattern Recognition, Dortmund, Germany, September 2019
  (pdf) BibTeX
- Maximilian Benedikt Schier, Niclas Wüstenbecker
  Adversarial N-player Search using Locality for the Game of Battlesnake
  INFORMATIK 2019, September 2019
  BibTeX
- Thorsten Laude, Felix Haub, Jörn Ostermann
  HEVC Inter Coding using Deep Recurrent Neural Networks and Artificial Reference Pictures
  Picture Coding Symposium (PCS), IEEE, Ningbo, CN, November 2019
  (pdf) BibTeX
- Deyao Zhu, Marco Munderloh, Bodo Rosenhahn, Jörg Stückler
  Learning to Disentangle Latent Physical Factors for Video Prediction
  German Conference on Pattern Recognition (GCPR), September 2019
  (link) BibTeX
- M. Lindauer and M. Feurer and K. Eggensperger and A. Biedenkapp and F. Hutter
  Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters
  {IJCAI} 2019 {DSO} Workshop, August 2019
  (arXiv) BibTeX
- A. Biedenkapp and H. F. Bozkurt and F. Hutter and M. Lindauer
  Towards White-box Benchmarks for Algorithm Control
  {IJCAI} 2019 {DSO} Workshop, August 2019
  (pdf, arXiv) BibTeX
- L. Fuks and N. Awad and F. Hutter and M. Lindauer
  An Evolution Strategy with Progressive Episode Lengths for Playing Games
  Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI’19), pp. 1234-1240, August 2019
  (pdf) BibTeX
- Felix Kuhnke and Jörn Ostermann
  Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces
  IEEE International Conference on Computer Vision (ICCV), Seoul, October 2019
  (pdf, Datasets) BibTeX (paper page)
- Maren Awiszus, Hanno Ackermann, Bodo Rosenhahn
  Learning Disentangled Representations via Independent Subspaces
  Proceedings of the IEEE International Conference on Computer Vision Workshops (ICCVW), October 2019
  (pdf, link) BibTeX
- Christian Fahnemann, Daniel Fallnich, Aron Sommer, Fabian Cholewa, Holger Blume
  Hardware-Optimized Minimum-Search for SAR Backprojection Autofocus on FPGAs
  International Radar Conference (RADAR), pp. 1 -- 5, Toulon, France, September 2019, edited by RADAR 2019
  BibTeX
- Yasser Samayoa
  Video Transmission Optimization
  5th ITG/VDE Summer School Video Compression and Processing (SVCP), VDE Verband der Elektrotechnik, Elektronik und Informationstechnik, Universität Konstanz, Germany, June 2019
  (pdf, link) BibTeX
- Michael Ying Yang, Wentong Liao, Yanpeng Cao, Bodo Rosenhahn
  Video event recognition and anomaly detection by combining gaussian process and hierarchical dirichlet process models
  Photogrammetric Engineering & Remote Sensing, 2018
  BibTeX
- Bastian Wandt, Hanno Ackermann, Bodo Rosenhahn
  A Kinematic Chain Space for Monocular Motion Capture
  ECCV Workshops, September 2018
  (pdf) BibTeX
- Christoph Reinders, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn
  Object Recognition from very few Training Examples for Enhancing Bicycle Maps
  2018 IEEE Intelligent Vehicles Symposium (IV), June 2018
  (pdf, arXiv) BibTeX
- Holger Meuel, Stephan Ferenz, Yiqun Liu, Jörn Ostermann
  Rate-Distortion Theory for Affine Global Motion Compensation in Video Coding
  Proceedings of the 25th IEEE International Conference on Image Processing (ICIP), pp. 3593-3597, Athens, Greece, October 2018
  (pdf, pdf, link) BibTeX
- Bastian Wandt, Thorsten Laude, Bodo Rosenhahn, Jörn Ostermann
  Detail-aware image decomposition for an HEVC-based texture synthesis framework
  Data Compression Conference (DCC), March 2018
  BibTeX
- Jan Voges, Ali Fotouhi, Jörn Ostermann, M. Oguzhan Külekci
  A Two-Level Scheme for Quality Score Compression
  10th International Conference on Bioinformatics and Computational Biology (BICOB 2018), pp. 93-102, 2018
  (pdf, pdf, pdf, link) BibTeX
- Ana A. Hernandez-Lopez, Jan Voges, Claudio Alberti, Marco Mattavelli, Jörn Ostermann
  Lossy Compression of Quality Scores in Differential Gene Expression: A First Assessment and Impact Analysis
  2018 Data Compression Conference (DCC), pp. 167-176, 2018
  (pdf, link) BibTeX
- Sukhpreet Khangura, Fidler Markus, Bodo Rosenhahn
  Neural Networks for Measurement-based Bandwidth Estimation
  Networking , IEEE, March 2018
  BibTeX
- Reemt Hinrichs, Thomas Krause, Max Käding, Jörn Ostermann, Steffen Marx
  Measurement-Based Model of Structural Sound Transmission in a Concrete Specimen
  12th European Conference on Non-Destructive Testing (12th ECNDT), June 2018
  (link) BibTeX
- Ulrike Pestel-Schiller, Jörn Ostermann
  Usability-Based SAR System Assessment: Framework and First Results
  12th European Conference on Synthetic Aperture Radar, Aachen, June 2018
  (link) BibTeX
- Thorsten Laude, Yeremia G. Adhisantoso, Jan Voges, Marco Munderloh, Jörn Ostermann
  A Comparison of JEM and AV1 with HEVC: Coding Tools, Coding Efficiency and Complexity
  2018 Picture Coding Symposium (PCS), pp. 36-40, 2018
  (pdf, link) BibTeX
- Marco Munderloh
  Computer-assisted Optical Verification of Precast and Reinforced Concrete Structures
  Proceedings of the 4th Summer School on Video Compression and Processing (SVCP) 2018 (in production), Leibniz Universität Hannover, Institut für Informationsverarbeitung, July 2018, edited by Jan Voges
  BibTeX
- Maren Awiszus, Stella Graßhof, Felix Kuhnke, Jörn Ostermann
  Unsupervised Features for Facial Expression Intensity Estimation over Time
  Computer Vision and Pattern Recognition Workshops (CVPRW), June 2018
  (pdf, pdf, link) BibTeX (paper page)
- Holger Meuel, Hanno Ackermann, Bodo Rosenhahn, Jörn Ostermann
  Physical High Dynamic Range (HDR) Imaging with Conventional Sensors
  Proceedings of the 33rd Picture Coding Symposium (PCS), pp. 209-213, San Francisco, California, USA, June 2018
  (pdf, pdf) BibTeX
- Maren Awiszus, Bodo Rosenhahn
  Markov Chain Neural Networks
  Computer Vision and Pattern Recognition Workshops (CVPRW), June 2018
  (pdf, pdf, link) BibTeX
- Thomas Krause, Jörn Ostermann
  Acoustic Emission Localization Using Airborne Sound: Where Did the Wind Turbine Rotor Blade Crack?
  9th European Workshop on Structural Health Monitoring (EWSHM), July 2018
  (link) BibTeX
- Yiqun Liu, Jörn Ostermann
  Scene-based KLT for Intra Coding in HEVC
  Picture Coding Symposium (PCS), June 2018
  BibTeX
- Thorsten Laude, Yannick Richter, Jörn Ostermann
  Neural Network Compression using Transform Coding and Clustering
  arXiv Pre-print 1805.07258, May 2018
  (link) BibTeX
- Joel Greenyer, Daniel Gritzner, David Harel, Assaf Marron
  Towards Systematic and Automatic Handling of Execution Traces Associated with Scenario-based Models
  Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development MODELSWARD, 2018
  BibTeX
- Daniel Gritzner, Joel Greenyer
  Synthesis of Cost-optimized Controllers from Scenario-based GR(1) Specifications
  Modellierung 2018, Gesellschaft für Informatik e.V., pp. 167-182, Bonn, 2018, edited by Ina Schaefer, Dimitris Karagiannis, Andreas Vogelsang, Daniel Méndez, Christoph Seidl
  BibTeX
- Joel Greenyer, Larissa Chazette, Daniel Gritzner, Eric Wete
  A Scenario-Based MDE Process for Dynamic Topology Collaborative Reactive Systems – Early Virtual Prototyping of Car-to-X System Specifications
  Proceedings Workshops zur Modellierung in der Entwicklung von kollaborativen eingebetteten Systemen (MEKES) (to appear), 2018
  BibTeX
- Roberto Henschel, Laura Leal-Taixé, Daniel Cremers, Bodo Rosenhahn
  Fusion of Head and Full-Body Detectors for Multi-Object Tracking
  Computer Vision and Pattern Recognition Workshops (CVPRW), accepted as spotlight presentation, June 2018
  (link) BibTeX
- Holger Meuel
  Rate-Distortion Theory for Affine (Global) Motion Compensation in Video Coding
  Proceedings of the 4th Summer School on Video Compression and Processing (SVCP) 2018, Leibniz Universität Hannover, Institut für Informationsverarbeitung, p. 6, Hannover, Germany, July 2018, edited by Voges, Jan
  (pdf, link) BibTeX
- Daniel Gritzner, Joel Greenyer
  Generating Correct, Compact, and Efficient PLC Code from Scenario-based Assume-Guarantee Specifications
  Procedia Manufacturing, Vol. 24, pp. 153-158, 2018
  (link) BibTeX
- Shlomi Steinberg, Joel Greenyer, Daniel Gritzner, David Harel, Guy Katz, Assaf Marron
  Efficient Distributed Execution of Multi-component Scenario-Based Models
  Model-Driven Engineering and Software Development, Springer International Publishing, pp. 449-483, 2018
  BibTeX
- Aron Sommer, Jörn Ostermann
  Direct Trajectory Estimation of Non-Linear Moving Objects
  12th European Conference on Synthetic Aperture Radar (EUSAR), VDE Verlag, pp. 1 -- 6, Aachen, Germany, June 2018, edited by EUSAR 2018
  (link) BibTeX
- Timo von Marcard, Roberto Henschel, Michael J. Black, Bodo Rosenhahn, Gerard Pons-Moll
  Recovering Accurate 3D Human Pose in The Wild Using IMUs and a Moving Camera
  European Conference on Computer Vision, September 2018
  (pdf) BibTeX
- Bastian Wandt, Thorsten Laude, Bodo Rosenhahn, Jörn Ostermann
  Extending HEVC with a Texture Synthesis Framework using Detail-aware Image Decomposition
  Proceedings of the Picture Coding Symposium (PCS), IEEE, San Francisco, US, June 2018
  (pdf) BibTeX
- Holger Meuel, Stephan Ferenz, Yiqun Liu, Jörn Ostermann
  Rate-Distortion Theory for Simplified Affine Motion Compensation Used in Video Coding
  Proceedings of the IEEE International Conference on Visual Communications and Image Processing (VCIP), Taichung, Taiwan, December 2018
  (pdf) BibTeX
- Ulrike Pestel-Schiller, Jörn Ostermann
  Subjective Evaluation of Compressed SAR Images: Sometimes, Compression Improves Usability
  EUMW 2018, Madrid, September 2018
  BibTeX
- Aron Sommer, Jörn Ostermann
  Backprojection Autofocus of Moving Ships for Synthetic Aperture Radar
  15th European Radar Conference (EuRAD), IEEE, pp. 1 -- 4, Madrid, Spain, October 2018, edited by EuRAD 2018
  (pdf, link) BibTeX
- Yasser Samayoa
  Video Transmission: An Overview of Video Compression and Communication Systems
  Poster Presentation at the 4th Summer School on Video Compression and Processing (SVCP) 2018, Leibniz Universität Hannover, Institut für Informationsverarbeitung, Hanover, Germany, July 2018
  (pdf, link) BibTeX
- Yasser Samayoa, Markus Kock, Holger Blume, Jörn Ostermann
  Low-Cost Channel Sounder Design Based on Software-Defined Radio and OFDM
  IEEE Vehicular Technology Conference (VTC), Chicago, USA, August 2018
  (pdf) BibTeX
- Daniel Gritzner, Elias Knöchelmann, Joel Greenyer, Kai Eggers, Svenja Tappe, Tobias Ortmaier
  Specifying and Synthesizing Energy-Efficient Production System Controllers that Exploit Braking Energy Recuperation
  14th IEEE International Conference on Automation Science and Engineering (CASE 2018), Munich, Germany, 2018
  BibTeX
- Thorsten Laude, Jörn Ostermann
  Neural Network Compression using Transform Coding and Clustering
  NIPS Compact Deep Neural Network Representation with Industrial Applications Workshop, Montreal, Canada, December 2018
  BibTeX
- Florian Kluger, Christoph Reinders, Kevin Raetz, Philipp Schelske, Bastian Wandt, Hanno Ackermann, Bodo Rosenhahn
  Region-based Cycle-Consistent Data Augmentation for Object Detection
  IEEE International Conference on Big Data Workshops, December 2018
  (pdf) BibTeX
- Michael Ying Yang, Wentong Liao, Xinbo Li, Bodo Rosenhahn
  Deep Learning for Vehicle Detection in Aerial Images
  IEEE International Conference on Image Processing (ICIP), 2018
  BibTeX
- Felix Haub, Thorsten Laude, Jörn Ostermann
  HEVC Inter Coding Using Deep Recurrent Neural Networks and Artificial Reference Pictures
  arXiv Preprint 1812.02137 , December 2018
  (arXiv) BibTeX
- Benjamin Spitschan, Jörn Ostermann
  Robust Fourier-based Checkerboard Corner Detection for Camera Calibration
  Proceedings of 22nd Iberoamerican Congress on Pattern Recognition (CIARP '18). November 19-22, 2017, Madrid, Spain. Lecture Notes on Computer Science (LNCS), Springer, November 2018
  (pdf, link) BibTeX
- Felix Kuhnke
  Head Pose Estimation using Convolutional Neural Networks
  Proceedings of the 4th Summer School on Video Compression and Processing (SVCP) 2018, Leibniz Universität Hannover, Institut für Informationsverarbeitung, July 2018, edited by Voges, Jan
  BibTeX
- M. Feurer and K. Eggensperger and S. Falkner and M. Lindauer and F. Hutter
  Practical Automated Machine Learning for the AutoML Challenge 2018
  ICML 2018 AutoML Workshop, July 2018
  (pdf) BibTeX
- K. Eggensperger and M. Lindauer and F. Hutter
  Neural Networks for Predicting Algorithm Runtime Distributions
  Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI’18), pp. 1442-1448, July 2018
  BibTeX
- A. Biedenkapp and J. Marben and M. Lindauer and F. Hutter
  CAVE: Configuration Assessment, Visualization and Evaluation
  Proceedings of the International Conference on Learning and Intelligent Optimization (LION'18), June 2018
  (pdf) BibTeX
- M. Lindauer and F. Hutter
  Warmstarting of Model-based Algorithm Configuration
  Proceedings of the AAAI conference, pp. 1355--1362, February 2018
  BibTeX
- Oliver Müller, Bodo Rosenhahn
  Global Consistency Priors for Joint Part-based Object Tracking and Image Segmentation
  IEEE Winter Conference on Applications of Computer Vision (WACV), March 2017
  (link) BibTeX
- Stella Graßhof, Hanno Ackermann, Sami Brandt, Jörn Ostermann
  Apathy is the Root of all Expressions
  12th IEEE Conference on Automatic Face and Gesture Recognition (FG2017), Washington D.C., USA, 2017
  (pdf, pdf) BibTeX
- Thiemo Alldieck, Marc Kassubeck, Bastian Wandt, Bodo Rosenhahn, Marcus Magnor
  Optical Flow-based 3D Human Motion Estimation from Monocular Video
  German Conference on Pattern Recognition (GCPR), September 2017
  (pdf, link) BibTeX
- Stella Graßhof, Hanno Ackermann, Felix Kuhnke, Jörn Ostermann, Sami Brandt
  Projective Structure from Facial Motion
  15th IAPR International Conference on Machine Vision Applications (MVA) (accepted), Nagoya (Japan), May 2017
  (pdf, pdf) BibTeX