Karsten Müller

88 papers A* 1A 7B 19C 11Journal 33Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Privacy Preserving System for Movie Recommendations Using Federated Learning.
Trans. Recomm. Syst.
David Neumann, Andreas Lutz, Karsten Müller, Wojciech Samek
2025 J jnl
Efficient Federated Learning Tiny Language Models for Mobile Network Feature Prediction.
CoRR
Daniel Becking, Ingo Friese, Karsten Müller, Thomas Buchholz, Mandy Galkow-Schneider, Wojciech Samek, Detlev Marpe
2025 B conf
Efficient Federated Learning of Mixed-Token Transformers for Cellular Feature Prediction.
GLOBECOM
Daniel Becking, Jost Arndt, Ingo Friese, Karsten Müller, Jackie Ma, Thomas Buchholz, Mandy Galkow-Schneider, Wojciech Samek, Detlev Marpe
2025 — conf
Relevance-Guided Activation Sparsification for Bandwidth-Efficient Collaborative Inference.
ICCVW
Maximilian Andreas Hoefler, Daniel Becking, Karsten Müller, Detlev Marpe, Wojciech Samek
2024 J jnl
Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication.
IEEE Trans. Multim.
Daniel Becking, Karsten Müller, Paul Haase, Heiner Kirchhoffer, Gerhard Tech, Wojciech Samek, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2024 J jnl
Optimizing Federated Learning by Entropy-Based Client Selection.
CoRR
Andreas Lutz, Gabriele Steidl, Karsten Müller, Wojciech Samek
2024 — conf
XAI-Guided Insulator Anomaly Detection for Imbalanced Datasets.
ECCV Workshops (4)
Maximilian Andreas Hoefler, Karsten Müller, Wojciech Samek
2024 J jnl
XAI-guided Insulator Anomaly Detection for Imbalanced Datasets.
CoRR
Maximilian Andreas Hoefler, Karsten Müller, Wojciech Samek
2023 J jnl
A Privacy Preserving System for Movie Recommendations using Federated Learning.
CoRR
David Neumann, Andreas Lutz, Karsten Müller, Wojciech Samek
2023 J jnl
Region-Based Template Matching Prediction for Intra Coding.
IEEE Trans. Image Process.
Gayathri Venugopal, Karsten Müller, Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2022 — conf
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning.
CVPR Workshops
Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek
2022 J jnl
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning.
CoRR
Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek
2022 — conf
FedAUXfdp: Differentially Private One-Shot Federated Distillation.
FL@IJCAI
Haley Hoech, Roman Rischke, Karsten Müller, Wojciech Samek
2022 J jnl
FedAUXfdp: Differentially Private One-Shot Federated Distillation.
CoRR
Haley Hoech, Roman Rischke, Karsten Müller, Wojciech Samek
2022 B conf
History Dependent Significance Coding for Incremental Neural Network Compression.
ICIP
Gerhard Tech, Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Jonathan Pfaff, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand
2022 J jnl
Overview of the Neural Network Compression and Representation (NNR) Standard.
IEEE Trans. Circuits Syst. Video Technol.
Heiner Kirchhoffer, Paul Haase, Wojciech Samek, Karsten Müller, Hamed Rezazadegan Tavakoli, Francesco Cricri, Emre B. Aksu, Miska M. Hannuksela, Wei Jiang, Wei Wang, Shan Liu, Swayambhoo Jain, Shahab Hamidi-Rad, Fabien Racapé, Werner Bailer
2021 J jnl
ECQ
CoRR
Daniel Becking, Maximilian Dreyer, Wojciech Samek, Karsten Müller, Sebastian Lapuschkin
2021 B conf
Encoder Optimizations For The NNR Standard On Neural Network Compression.
ICIP
Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand
2020 B conf
Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates.
ICIP
David Neumann, Felix Sattler, Heiner Kirchhoffer, Simon Wiedemann, Karsten Müller, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
2020 B conf
Dependent Scalar Quantization For Neural Network Compression.
ICIP
Paul Haase, Heiko Schwarz, Heiner Kirchhoffer, Simon Wiedemann, Talmaj Marinc, Arturo Marbán, Karsten Müller, Wojciech Samek, Detlev Marpe, Thomas Wiegand
2020 — conf
ECQ
xxAI@ICML
Daniel Becking, Maximilian Dreyer, Wojciech Samek, Karsten Müller, Sebastian Lapuschkin
2020 B conf
Region-Based Predictors For Intra Block Copy.
ICIP
Gayathri Venugopal, Santiago De-Luxán-Hernández, Karsten Müller, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
2019 B conf
A Unified Region-Based Template Matching Approach for Intra and Inter Prediction in VVC.
ICIP
Gayathri Venugopal, Karsten Müller, Detlev Marpe, Thomas Wiegand
2018 J jnl
Partial Depth Image Based Re-Rendering for Synthesized View Distortion Computation.
IEEE Trans. Circuits Syst. Video Technol.
Gerhard Tech, Karsten Müller, Heiko Schwarz, Thomas Wiegand
2017 J jnl
Soccer player recognition using spatial constellation features and jersey number recognition.
Comput. Vis. Image Underst.
Sebastian Gerke, Antje Linnemann, Karsten Müller
2016 J jnl
Depth Intra Coding for 3D Video Based on Geometric Primitives.
IEEE Trans. Circuits Syst. Video Technol.
Philipp Merkle, Karsten Müller, Detlev Marpe, Thomas Wiegand
2016 J jnl
Efficient no-reference metric for sharpness mismatch artifact between stereoscopic views.
J. Vis. Commun. Image Represent.
Mohan Liu, Karsten Müller, Alexander Raake
2016 J jnl
Filling Disocclusions in Extrapolated Virtual Views Using Hybrid Texture Synthesis.
IEEE Trans. Broadcast.
Martin Köppel, Karsten Müller, Thomas Wiegand
2016 J jnl
Overview of the Multiview and 3D Extensions of High Efficiency Video Coding.
IEEE Trans. Circuits Syst. Video Technol.
Gerhard Tech, Ying Chen, Karsten Müller, Jens-Rainer Ohm, Anthony Vetro, Ye-Kui Wang
2015 B conf
Fast image completion method using patch offset statistics.
ICIP
Martin Köppel, Mehdi Ben Makhlouf, Karsten Müller, Thomas Wiegand
2015 B conf
HEVC-Compatible Extensions for Advanced Coding of 3D and Multiview Video.
DCC
Anthony Vetro, Ying Chen, Karsten Müller
2015 — conf
Soccer Jersey Number Recognition Using Convolutional Neural Networks.
ICCV Workshops
Sebastian Gerke, Karsten Müller, Ralf Schäfer
2014 — conf
Automatic analysis of sharpness mismatch between stereoscopic views for stereo 3D videos.
IC3D
Mohan Liu, Karsten Müller
2013 J jnl
3D High-Efficiency Video Coding for Multi-View Video and Depth Data.
IEEE Trans. Image Process.
Karsten Müller, Heiko Schwarz, Detlev Marpe, Christian Bartnik, Sebastian Bosse, Heribert Brust, Tobias Hinz, Haricharan Lakshman, Philipp Merkle, Franz Hunn Rhee, Gerhard Tech, Martin Winken, Thomas Wiegand
2013 A conf
Coding of depth signals for 3D video using wedgelet block segmentation with residual adaptation.
ICME
Philipp Merkle, Karsten Müller, Thomas Wiegand
2013 — ch.
Depth-Based 3D Video Formats and Coding Technology.
Emerging Technologies for 3D Video
Anthony Vetro, Karsten Müller
2013 C conf
Edge aware disparity estimation for intermediate view synthesis.
PCS
Miquel A. Farre, Haricharan Lakshman, Philipp Helle, Heiko Schwarz, Karsten Müller, Detlev Marpe, Thomas Wiegand
2012 C conf
3D video coding using advanced prediction, depth modeling, and encoder control methods.
PCS
Heiko Schwarz, Christian Bartnik, Sebastian Bosse, Heribert Brust, Tobias Hinz, Haricharan Lakshman, Detlev Marpe, Philipp Merkle, Karsten Müller, Hunn Rhee, Gerhard Tech, Martin Winken, Thomas Wiegand
2012 C conf
3D video coding using the synthesized view distortion change.
PCS
Gerhard Tech, Heiko Schwarz, Karsten Müller, Thomas Wiegand
2012 — conf
3D video coding with depth modeling modes and view synthesis optimization.
APSIPA
Karsten Müller, Philipp Merkle, Gerhard Tech, Thomas Wiegand
2012 C conf
3D video: Depth coding based on inter-component prediction of block partitions.
PCS
Philipp Merkle, Christian Bartnik, Karsten Müller, Detlev Marpe, Thomas Wiegand
2012 B conf
Extension of High Efficiency Video Coding (HEVC) for multiview video and depth data.
ICIP
Heiko Schwarz, Christian Bartnik, Sebastian Bosse, Heribert Brust, Tobias Hinz, Haricharan Lakshman, Philipp Merkle, Karsten Müller, Hunn Rhee, Gerhard Tech, Martin Winken, Detlev Marpe, Thomas Wiegand
2012 — conf
Multiview extension of HEVC using reduced resolution disparity information for inter-view prediction tools.
3DTV-Conference
Heribert Brust, Karsten Müller, Heiko Schwarz, Thomas Wiegand
2012 A conf
Synthesized View Distortion Based 3D Video Coding for Extrapolation and Interpolation of Views.
ICME
Gerhard Tech, Heiko Schwarz, Karsten Müller, Thomas Wiegand
2011 J jnl
3-D Video Representation Using Depth Maps.
Proc. IEEE
Karsten Müller, Philipp Merkle, Thomas Wiegand
2011 J jnl
3D-TV Content Storage and Transmission.
IEEE Trans. Broadcast.
Anthony Vetro, Alexis M. Tourapis, Karsten Müller, Tao Chen
2011 C conf
Challenges in 3D video standardization.
VCIP
Karsten Müller, Philipp Merkle
2011 J jnl
Depth Image-Based Rendering With Advanced Texture Synthesis for 3-D Video.
IEEE Trans. Multim.
Patrick Ndjiki-Nya, Martin Köppel, Dimitar Doshkov, Haricharan Lakshman, Philipp Merkle, Karsten Müller, Thomas Wiegand
2010 C conf
3D video coding: an overview of present and upcoming standards.
VCIP
Philipp Merkle, Karsten Müller, Thomas Wiegand
2010 B conf
3D video formats and coding methods.
ICIP
Karsten Müller, Philipp Merkle, Gerhard Tech, Thomas Wiegand
2010 J jnl
3D video: acquisition, coding, and display.
IEEE Trans. Consumer Electron.
Philipp Merkle, Karsten Müller, Thomas Wiegand
2010 B conf
Correlation histogram analysis of depth-enhanced 3D video coding.
ICIP
Philipp Merkle, Jordi Bayo Singla, Karsten Müller, Thomas Wiegand
2010 A conf
Depth image based rendering with advanced texture synthesis.
ICME
Patrick Ndjiki-Nya, Martin Köppel, Dimitar Doshkov, Haricharan Lakshman, Philipp Merkle, Karsten Müller, Thomas Wiegand
2010 C conf
Diffusion filtering of depth maps in stereo video coding.
PCS
Gerhard Tech, Karsten Müller, Thomas Wiegand
2010 A* conf
Immersive future media technologies: from 3D video to sensory experiences.
ACM Multimedia
Christian Timmerer, Karsten Müller
2010 J jnl
Multi-camera imaging, coding and innovative display: techniques and systems.
J. Vis. Commun. Image Represent.
Minh N. Do, Chang-Su Kim, Karsten Müller, Masayuki Tanimoto, Anthony Vetro
2010 B conf
Temporally consistent handling of disocclusions with texture synthesis for depth-image-based rendering.
ICIP
Martin Köppel, Patrick Ndjiki-Nya, Dimitar Doshkov, Haricharan Lakshman, Philipp Merkle, Karsten Müller, Thomas Wiegand
2009 C conf
An overview of available and emerging 3D video formats and depth enhanced stereo as efficient generic solution.
PCS
Aljoscha Smolic, Karsten Müller, Philipp Merkle, Peter Kauff, Thomas Wiegand
2009 B conf
Coding and intermediate view synthesis of multiview video plus depth.
ICIP
Karsten Müller, Aljoscha Smolic, Kristina Dix, Philipp Merkle, Thomas Wiegand
2009 J jnl
The effects of multiview depth video compression on multiview rendering.
Signal Process. Image Commun.
Philipp Merkle, Yannick Morvan, Aljoscha Smolic, Dirk Farin, Karsten Müller, Peter H. N. de With, Thomas Wiegand
2008 A conf
Context-adaptive binary arithmetic coding for frame-based animated mesh compression.
ICME
Heiner Kirchhoffer, Detlev Marpe, Karsten Müller, Thomas Wiegand
2008 B conf
Efficient representation and coding of prediction residuals and parameters in frame-based animated mesh compression.
ICIP
Detlev Marpe, Heiner Kirchhoffer, Karsten Müller, Thomas Wiegand
2008 B conf
Intermediate view interpolation based on multiview video plus depth for advanced 3D video systems.
ICIP
Aljoscha Smolic, Karsten Müller, Kristina Dix, Philipp Merkle, Peter Kauff, Thomas Wiegand
2008 C conf
Reliability-based generation and view synthesis in layered depth video.
MMSP
Karsten Müller, Aljoscha Smolic, Kristina Dix, Peter Kauff, Thomas Wiegand
2008 J jnl
View Synthesis for Advanced 3D Video Systems.
EURASIP J. Image Video Process.
Karsten Müller, Aljoscha Smolic, Kristina Dix, Philipp Merkle, Peter Kauff, Thomas Wiegand
2007 J jnl
Coding Algorithms for 3DTV - A Survey.
IEEE Trans. Circuits Syst. Video Technol.
Aljoscha Smolic, Karsten Müller, Nikolce Stefanoski, Jörn Ostermann, Atanas P. Gotchev, Gözde B. Akar, George A. Triantafyllidis, Alper Koz
2007 — conf
Coding efficiency and complexity analysis of MVC prediction structures.
EUSIPCO
Philipp Merkle, Aljoscha Smolic, Karsten Müller, Thomas Wiegand
2007 J jnl
Compressing Time-Varying Visual Content.
IEEE Signal Process. Mag.
Karsten Müller, Philipp Merkle, Thomas Wiegand
2007 J jnl
Efficient Prediction Structures for Multiview Video Coding.
IEEE Trans. Circuits Syst. Video Technol.
Philipp Merkle, Aljoscha Smolic, Karsten Müller, Thomas Wiegand
2007 — conf
Multi-View Video Plus Depth Representation and Coding.
ICIP (1)
Philipp Merkle, Aljoscha Smolic, Karsten Müller, Thomas Wiegand
2007 J jnl
Scene Representation Technologies for 3DTV - A Survey.
IEEE Trans. Circuits Syst. Video Technol.
A. Aydin Alatan, Yücel Yemez, Ugur Güdükbay, Xenophon Zabulis, Karsten Müller, Çigdem Eroglu Erdem, C. Weigel, Aljoscha Smolic
2006 A conf
3D Video and Free Viewpoint Video - Technologies, Applications and MPEG Standards.
ICME
Aljoscha Smolic, Karsten Müller, Philipp Merkle, Christoph Fehn, Peter Kauff, Peter Eisert, Thomas Wiegand
2006 A conf
Efficient Compression of Multi-View Video Exploiting Inter-View Dependencies Based on H.264/MPEG4-AVC.
ICME
Philipp Merkle, Karsten Müller, Aljoscha Smolic, Thomas Wiegand
2006 B conf
Increasing the Accuracy of the Space-Sweeping Approach to Stereo Reconstruction, using Spherical Backprojection Surfaces.
ICIP
Xenophon Zabulis, Georgios Kordelas, Karsten Müller, Aljoscha Smolic
2006 B conf
Rate-Distortion Optimization in Dynamic Mesh Compression.
ICIP
Karsten Müller, Aljoscha Smolic, Matthias Kautzner, Thomas Wiegand
2006 J jnl
Rate-distortion-optimized predictive compression of dynamic 3D mesh sequences.
Signal Process. Image Commun.
Karsten Müller, Aljoscha Smolic, Matthias Kautzner, Peter Eisert, Thomas Wiegand
2005 J jnl
3-D Reconstruction of a Dynamic Environment With a Fully Calibrated Background for Traffic Scenes.
IEEE Trans. Circuits Syst. Video Technol.
Karsten Müller, Aljoscha Smolic, Michael Drose, Patrick Voigt, Thomas Wiegand
2005 — conf
3D video objects for interactive applications.
EUSIPCO
Aljoscha Smolic, Karsten Müller, Philipp Merkle, Matthias Kautzner, Thomas Wiegand
2005 — conf
Predictive compression of dynamic 3D meshes.
ICIP (1)
Karsten Müller, Aljoscha Smolic, Matthias Kautzner, Peter Eisert, Thomas Wiegand
2004 — conf
3D Reconstruction of Natural Scenes with View-Adaptive Multi-Texturing.
3DPVT
Karsten Müller, Aljoscha Smolic, Philipp Merkle, Bernhard Kaspar, Peter Eisert, Thomas Wiegand
2004 B conf
Free viewpoint video extraction, representation, coding, and rendering.
ICIP
Aljoscha Smolic, Karsten Müller, Philipp Merkle, Tobias Rein, Matthias Kautzner, Peter Eisert, Thomas Wiegand
2004 C conf
Representation, coding, and rendering of 3D video objects with MPEG-4 and H.264/AVC.
MMSP
Aljoscha Smolic, Karsten Müller, Philipp Merkle, Tobias Rein, Matthias Kautzner, Peter Eisert, Thomas Wiegand
2003 A conf
Multi-texture modeling of 3D traffic scenes.
ICME
Karsten Müller, Aljoscha Smolic, Michael Drose, Patrick Voigt, Thomas Wiegand
2000 J jnl
A set of visual feature descriptors and their combination in a low-level description scheme.
Signal Process. Image Commun.
Jens-Rainer Ohm, F. Bunjamin, Wolfram Liebsch, Bela Makai, Karsten Müller, Aljoscha Smolic, D. Zier
1999 — conf
A Visual Search Engine for Distributed Image and Video Database Retrieval Applications.
VISUAL
Jens-Rainer Ohm, F. Bunjamin, Wolfram Liebsch, Bela Makai, Karsten Müller, B. Saberdest, D. Zier
1999 C conf
A multi-feature description scheme for image and video database retrieval.
MMSP
Jens-Rainer Ohm, F. Bunjamin, Wolfram Liebsch, Bela Makai, Karsten Müller, Aljoscha Smolic, D. Zier
1999 J jnl
Incomplete 3-D multiview representation of video objects.
IEEE Trans. Circuits Syst. Video Technol.
Jens-Rainer Ohm, Karsten Müller
1998 — conf
Incomplete 3D for Multiview Representation and Synthesis of Video Objects.
ECMAST
Jens-Rainer Ohm, Karsten Müller