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Analysis of Affine Motion-Compensated Prediction and its Application in Aerial Video Coding
Fortschritt-Berichte VDI, VDI Verlag GmbH, Vol. 10, No. 865, Düsseldorf, December 2019
(link) BibTeX
Holger Meuel
Genie: an MPEG-G conformant software to compress genomic data
International Conference for High Performance Computing, Networking, Storage and Analysis (SC19), pp. (poster), Denver, CO (US), November 2019
(pdf, pdf, html) BibTeX
Brian E Bliss, Joshua M Allen, Saurabh Baheti, Matthew A Bockol, Shubham Chandak, Jaime Delgado, Jan Fostier, Josep L Gelpi, Steven N Hart, Mikel Hernaez Arrazola, Matthew E Hudson, Michael T Kalmbach, Eric W Klee, Liudmila S Mainzer, Fabian Müntefering, Daniel Naro, Idoia Ochoa-Alvarez, Jörn Ostermann, Tom Paridaens, Christian A Ross, Jan Voges, Eric D Wieben, Mingyu Yang, Tsachy Weissman, Mathieu Wiepert
HEVC Inter Coding using Deep Recurrent Neural Networks and Artificial Reference Pictures
Picture Coding Symposium (PCS), IEEE, Ningbo, CN, November 2019
(pdf) BibTeX
Thorsten Laude, Felix Haub, Jörn Ostermann
A Comprehensive Video Codec Comparison
APSIPA Transactions on Signal and Information Processing, Cambridge University Press, Vol. 8, pp. e30, Cambridge, UK, November 2019, edited by Tatsuya Kawahara
(pdf, link) BibTeX
Thorsten Laude, Yeremia Gunawan Adhisantoso, Jan Voges, Marco Munderloh, Jörn Ostermann
Backprojection Subimage Autofocus of Moving Ships for Synthetic Aperture Radar
IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, No. 11, pp. 8383 -- 8393, November 2019
(pdf, link) BibTeX
Aron Sommer, Jörn Ostermann
Uncalibrated Non-Rigid Factorisation by Independent Subspace Analysis
ICCV WS - RSLCV, Seoul, Korea, October 2019
(link) BibTeX
Sami Brandt, Hanno Ackermann, Stella Graßhof
MPEG-G Best Practices Deployment Guide
ISO/IEC JTC 1/SC 29/WG 11, Document Number M50913, Geneva (CH), October 2019
BibTeX
Dunling Li, Claudio Alberti, Jaime Delgado, Jan Voges, Itaru Kaneko, Marco Mattavelli, Patrick Cheung, Paolo Ribeca
Proposed Updates to the MPEG-G Genomic Information Database
ISO/IEC JTC 1/SC 29/WG 11, Document Number M51192, Geneva (CH), October 2019
BibTeX
Christian Rohlfing, Viktor Tunev, Jan Voges
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)
Jörn Ostermann Felix Kuhnke
Signal Coding for Binaural Signal Processing in Cochlear Implants
Binaire, October 2019
BibTeX
Jörn Ostermann Reemt Hinrichs
Learning Disentangled Representations via Independent Subspaces
Proceedings of the IEEE International Conference on Computer Vision Workshops (ICCVW), October 2019
(pdf, pdf) BibTeX
Maren Awiszus, Hanno Ackermann, Bodo Rosenhahn
Exploiting Attention for Visual Relationship Detection
41th German Conference on Pattern Recognition, Dortmund, Germany, September 2019
(pdf) BibTeX
Tongxin Hu, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn
Adversarial N-player Search using Locality for the Game of Battlesnake
INFORMATIK 2019, September 2019
BibTeX
Maximilian Benedikt Schier, Niclas Wüstenbecker
Learning to Disentangle Latent Physical Factors for Video Prediction
German Conference on Pattern Recognition (GCPR), September 2019
(pdf) BibTeX
Deyao Zhu, Marco Munderloh, Bodo Rosenhahn, Jörg Stückler
Best Practices for Scientific Research on Neural Architecture Search
Arxiv/CoRR, September 2019
(arXiv) BibTeX
Marius Lindauer and Frank Hutter
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
Christian Fahnemann, Daniel Fallnich, Aron Sommer, Fabian Cholewa, Holger Blume
Machine learning for measurement-based bandwidth estimation
Computer Communications, Elsevier, Vol. 144, pp. 18-30, August 2019
BibTeX(paper page)
Sukhpreet Khangura, Markus Fidler, Bodo Rosenhahn
Machine learning for measurement-based bandwidth estimation
Computer Communications, Elsevier Science Direct, Vol. 144, pp. 18-30, August 2019
(link) BibTeX
Sukhpreet Khangura, Markus Fidler, Bodo Rosenhahn
Structuring Autoencoders
Third International Workshop on “Robust Subspace Learning and Applications in Computer Vision” (ICCV), August 2019
(pdf, arxiv) BibTeX
Marco Rudolph, Bastian Wandt, Bodo Rosenhahn
BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters
arXiv:1908.06756 [cs.LG], August 2019
(arXiv) BibTeX
M. Lindauer and K. Eggensperger and M. Feurer and A. Biedenkapp and J. Marben and P. M\"uller and F. Hutter
Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters
{IJCAI} 2019 {DSO} Workshop, August 2019
(arXiv) BibTeX
M. Lindauer and M. Feurer and K. Eggensperger and A. Biedenkapp and F. Hutter
Towards White-box Benchmarks for Algorithm Control
{IJCAI} 2019 {DSO} Workshop, August 2019
(pdf, arXiv) BibTeX
A. Biedenkapp and H. F. Bozkurt 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
L. Fuks and N. Awad and F. Hutter and M. Lindauer
Coding of Electrical Stimulation Patterns for Binaural Sound Coding Strategies for Cochlear Implants
41st International Engineering in Medicine and Biology Conference, July 2019
BibTeX
Reemt Hinrichs, Tom Gajecki, Jörn Ostermann, Waldo Nogueira
GABAC: an arithmetic coding solution for genomic data
27th Conference on Intelligent Systems for Molecular Biology (ISMB) and 18th European Conference on Computational Biology (ECCB) 2019, International Society for Computational Biology (ISCB), Vol. 8, pp. 1463 (poster), Basel (CH), July 2019
(pdf, pdf, link) BibTeX
Tom Paridaens, Jan Voges, Mikel Hernaez, Jan Fostier, Jörn Ostermann
Proposed Updates to the MPEG-G Genomic Information Database
ISO/IEC JTC 1/SC 29/WG 11, Document Number M48100, Gothenburg (SE), July 2019
BibTeX
Jan Voges, Idoia Ochoa, Mikel Hernaez, Giorgio Zoia, Marco Mattavelli
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
Bastian Wandt, Bodo Rosenhahn
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
Aron Sommer, Jörn Ostermann
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
Holger Meuel
Improved gunshot classification by using artificial data
Conference on Audio Forensics, June 2019
BibTeX
Christian Busse, Thomas Krause, Jörn Ostermann, Jörg Bitzer
Simultaneous Identification and Tracking of Multiple People using Video and IMUs
Computer Vision and Pattern Recognition Workshops (CVPRW), June 2019
(pdf) BibTeX
Roberto Henschel, Timo von Marcard, Rosenhahn Bodo
Multiple People Tracking using Body and Joint Detections
Computer Vision and Pattern Recognition Workshops (CVPRW), June 2019
(pdf) BibTeX
Roberto Henschel, Yunzhe Zou, Bodo Rosenhahn
Occlusion-Aware Method for Temporally Consistent Superpixels
IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE, Vol. 41, No. 6, pp. 1441-1454, June 2019
(pdf, link) BibTeX
Matthias Reso, Jörn Jachalsky, Bodo Rosenhahn, Jörn Ostermann
Optimization Strategy for MPEG-G Compliant Entropy Encoding
Contributions 5th ITG/VDE Summer School Video Compression and Processing (SVCP), University of Konstanz, pp. 228-255, Konstanz (DE), June 2019, edited by Dietmar Saupe, André Kaup, Jens-Rainer Ohm
(pdf, link) BibTeX
Jan Voges
AliCo: a new efficient representation for SAM files
2019 Data Compression Conference (DCC), IEEE Computer Society Conference Publishing Services (CPS), pp. 93-102, Snowbird, UT (US), March 2019
(pdf, link) BibTeX
Idoia Ochoa, Hongyi Li, Florian Baumgarte, Charles Hergenrother, Jan Voges, Mikel Hernaez
Proposed Updates to the MPEG-G Genomic Information Database
ISO/IEC JTC 1/SC 29/WG 11, Document Number M46660, Geneva (CH), March 2019
BibTeX
Jan Voges, Idoia Ochoa, Mikel Hernaez, James Bonfield
Current status of MPEG-G reference software implementation
ISO/IEC JTC 1/SC 29/WG 11, Document Number M47166, Geneva (CH), March 2019
BibTeX
Massimo Ravasi, Daniel Naro, Junaid Ahmad, Jan Voges, Tom Paridaens
Finite-element modelling of glacial isostatic adjustment (GIA): Use of elastic foundations at material boundaries versus the geometrically non-linear formulation
Computers & Geosciences, Elsevier, January 2019
(link) BibTeX
Andrea Hampel, Jens Lüke, Thomas Krause, Ralf Hetzel
Proposed Updates to the MPEG-G Genomic Information Database
ISO/IEC JTC 1/SC 29/WG 11, Document Number M45266, Marrakesh (MA), January 2019
BibTeX
Jan Voges, Idoia Ochoa, Mikel Hernaez, Fabian Müntefering, Giorgio Zoia
Thoughts on future standardization activities in the area of genomic information representation
ISO/IEC JTC 1/SC 29/WG 11, Document Number M45267, Marrakesh (MA), January 2019
BibTeX
Paolo Ribeca, Jan Voges, Tom Paridaens, Mikel Hernaez, Idoia Ochoa, Claudio Alberti, Marco Mattavelli, Giuseppe Codispoti, Jaime Delgado, Daniel Naro
Study on ISO/IEC 23092-2
ISO/IEC JTC 1/SC 29/WG 11, Document Number M45294, Marrakesh (MA), January 2019
BibTeX
Jan Voges, Tom Paridaens, Daniel Naro, Dmitry Repchevski, Jaime Delgado, Mikel Hernaez
Comments on ISO/IEC DIS 23092-1 and ISO/IEC DIS 23092-2
ISO/IEC JTC 1/SC 29/WG 11, Document Number M45601, Marrakesh (MA), January 2019
BibTeX
Daniel Naro, Jan Voges, Tom Paridaens, Dmitry Repchevski, Jaime Delgado, Paolo Ribeca, Idoia Ochoa, Mikel Hernaez
Current status of MPEG-G reference software implementation
ISO/IEC JTC 1/SC 29/WG 11, Document Number M46068, Marrakesh (MA), January 2019
BibTeX
Massimo Ravasi, Daniel Naro, Junaid Ahmad, Jan Voges
Vehicle Detection in Aerial Images
Photogrammetric Engineering & Remote Sensing, 2019
BibTeX
Michael Ying Yang, Wentong Liao, Xinbo Li, Yanpeng Cao, Bodo Rosenhahn
Optical Quality Control and Dreaming Neural Networks for Adaptive Polishing Operations (submitted)
Manufacturing Letters, Elsevier, 2019
BibTeX
Marc-André Dittrich, Marcus Magnor, Talash Malek, Marco Munderloh, Bodo Rosenhahn
Pitfalls and Best Practices in Algorithm Configuration
Journal of Artificial Intelligence Research (JAIR), Vol. 64, pp. 861-893, 2019
BibTeX
K. Eggensperger and M. Lindauer and F. Hutter
Learning Convolutional Neural Networks for Object Detection with very little Training Data
Multimodal Scene Understanding, Academic Press, 2019, edited by Michael Ying Yang, Bodo Rosenhahn and Vittorio Murino
BibTeX
Christoph Reinders, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn