Zobrazeno 1 - 10
of 56
pro vyhledávání: '"Karsten Muller"'
Autor:
Gayathri Venugopal, Karsten Muller, Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
Publikováno v:
IEEE Transactions on Image Processing. 32:779-790
Copy prediction is a renowned category of prediction techniques in video coding where the current block is predicted by copying the samples from a similar block that is present somewhere in the already decoded stream of samples. Motion-compensated pr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b5ed111129618fd4d858be4b5db6bd34
https://doi.org/10.1109/tip.2022.3233184
https://doi.org/10.1109/tip.2022.3233184
Autor:
Hamed Rezazadegan-Tavakoli, Wojciech Samek, Werner Bailer, Paul Haase, Karsten Muller, Swayambhoo Jain, Francesco Cricri, Miska Hannuksela, Shan Liu, Emre Aksu, Wei Jiang, Shahab Hamidi-Rad, Fabien Racape, Heiner Kirchhoffer, Wei Wang
Publikováno v:
IEEE Transactions on Circuits and Systems for Video Technology. 32:3203-3216
Neural Network Coding and Representation (NNR) is the first international standard for efficient compression of neural networks (NNs). The standard is designed as a toolbox of compression methods, which can be used to create coding pipelines. It can
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ea3cf414ea189bf657a4b5643281d50c
https://doi.org/10.1109/tcsvt.2021.3095970
https://doi.org/10.1109/tcsvt.2021.3095970
Autor:
Gerhard Tech, Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Muller, Jonathan Pfaff, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand
Publikováno v:
2022 IEEE International Conference on Image Processing (ICIP).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7e1288efe4a1c1d6f261b017eedba2da
https://doi.org/10.1109/icip46576.2022.9897825
https://doi.org/10.1109/icip46576.2022.9897825
Autor:
Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Muller, Heiko Schwarz, Wojciech Samek
Federated learning (FL) scenarios inherently generate a large communication overhead by frequently transmitting neural network updates between clients and server. To minimize the communication cost, introducing sparsity in conjunction with differenti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::65fb9e31278617e33bfe11eaab376150
http://arxiv.org/abs/2204.04424
http://arxiv.org/abs/2204.04424
Autor:
Peter Eisert, Oliver Schreer, Cornelius Hellge, Sven Bliedung, Karsten Muller, Ingo Feldmann, Peter Kauff, Danny Tatzelt, Thomas Ebner
Publikováno v:
SMPTE Motion Imaging Journal. 129:31-37
In June 2018, Fraunhofer Heinrich Hertz Institute (HHI) together with Studio Babelsberg, ARRI, Universum Film AG (UFA), and Interlake founded the joint venture Volucap GmbH and opened a commercial volumetric video studio on the film campus of Potsdam
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bad69116ebb8f54186c289ddebd8f1f1
https://doi.org/10.5594/jmi.2020.3010399
https://doi.org/10.5594/jmi.2020.3010399
Autor:
Thomas Wiegand, Heiko Schwarz, Santiago De-Luxan-Hernandez, Gayathri Venugopal, Karsten Muller, Detlev Marpe
Publikováno v:
ICIP
Intra block copy is a prediction technique in intra coding, which has high compression performance for screen content or computer generated videos. Accordingly, this tool has become part of the upcoming video coding standard H.266/VVC (Versatile Vide
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::909f1d8ea844c1d24cf35935c15fc3fb
https://doi.org/10.1109/icip40778.2020.9191005
https://doi.org/10.1109/icip40778.2020.9191005
Autor:
Thomas Wiegand, Heiner Kirchhoffer, Paul Haase, Simon Wiedemann, Wojciech Samek, Heiko Schwarz, Arturo Marban, Talmaj Marinc, Detlev Marpe, Karsten Muller
Publikováno v:
ICIP
Recent approaches to compression of deep neural networks, like the emerging standard on compression of neural networks for multimedia content description and analysis (MPEG-7 part 17), apply scalar quantization and entropy coding of the quantization
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::15109ab698cf716241e970b46e2056f8
https://doi.org/10.1109/icip40778.2020.9190955
https://doi.org/10.1109/icip40778.2020.9190955
Autor:
Detlev Marpe, David Neumann, Heiner Kirchhoffer, Wojciech Samek, Heiko Schwarz, Simon Wiedemann, Felix Sattler, Karsten Muller, Thomas Wiegand
Publikováno v:
ICIP
An increasing number of distributed machine learning applications require efficient communication of neural network parameterizations. DeepCABAC, an algorithm in the current working draft of the emerging MPEG-7 part 17 standard for compression of neu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5368dff55d627c66ef68dd640b467393
https://doi.org/10.1109/icip40778.2020.9190821
https://doi.org/10.1109/icip40778.2020.9190821
Publikováno v:
Computer Vision and Image Understanding. 159:105-115
Identifying players in soccer videos is a challenging task, especially in overview shots. Face recognition is not feasible due to low resolution, and jersey number recognition suffers from low resolution, motion blur and unsuitable player pose. There
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0d9c85075482357e3fd2b817322bf690
https://doi.org/10.1016/j.cviu.2017.04.010
https://doi.org/10.1016/j.cviu.2017.04.010
Publikováno v:
ICIP
Template matching is a texture synthesis method which has found applications in video coding. However, the increased decoder complexity from its underlying search algorithm makes it less suitable for practical applications. In our previous paper, we
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::18cb3dc49903c181bfc877eb131dea70
https://doi.org/10.1109/icip.2019.8803445
https://doi.org/10.1109/icip.2019.8803445