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ORCIDKarsten Müller 0001
Karsten Mueller 0001
Person information
- affiliation: Fraunhofer Heinrich Hertz Institute, Berlin, Germany
Other persons with the same name
- Karsten Müller (aka: Karsten Mueller) — disambiguation page
- Karsten Müller 0002
![[0000-0001-9613-0552]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-9613-0552")
(aka: Karsten Mueller 0002) — Max-Planck-Institute for Human Cognitive and Brain Sciences, Leipzig, Germany - Karsten Müller 0003 (aka: Karsten Mueller 0003) — University of Osnabrueck, Germany
- Karsten Müller 0004 — University of Oslo, Department of Geosciences, Norway
- Karsten Müller 0005 — RWTH Aachen University, Research Institute for Water and Waste Management, Germany
- Karsten Müller 0006 — Hamburg, Germany
- Karsten Müller 0007 — Berlin Institute of Technology, Germany
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2020 – today
- 2024
[j25]Daniel Becking, Karsten Müller, Paul Haase, Heiner Kirchhoffer, Gerhard Tech, Wojciech Samek, Heiko Schwarz, Detlev Marpe, Thomas Wiegand:
Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication. IEEE Trans. Multim. 26: 6848-6863 (2024)- [i5]Maximilian Andreas Hoefler, Karsten Müller, Wojciech Samek:
XAI-guided Insulator Anomaly Detection for Imbalanced Datasets. CoRR abs/2409.16821 (2024) - 2023
- [j24]Gayathri Venugopal, Karsten Müller, Jonathan Pfaff, Heiko Schwarz, Detlev Marpe, Thomas Wiegand:
Region-Based Template Matching Prediction for Intra Coding. IEEE Trans. Image Process. 32: 779-790 (2023) - [i4]David Neumann, Andreas Lutz, Karsten Müller, Wojciech Samek:
A Privacy Preserving System for Movie Recommendations using Federated Learning. CoRR abs/2303.04689 (2023) - 2022
- [j23]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:
Overview of the Neural Network Compression and Representation (NNR) Standard. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3203-3216 (2022) - [c53]Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek:
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning. CVPR Workshops 2022: 3366-3375 - [c52]Gerhard Tech, Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Jonathan Pfaff, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand:
History Dependent Significance Coding for Incremental Neural Network Compression. ICIP 2022: 3541-3545 - [c51]Haley Hoech, Roman Rischke, Karsten Müller, Wojciech Samek:
FedAUXfdp: Differentially Private One-Shot Federated Distillation. FL@IJCAI 2022: 100-114 - [i3]Daniel Becking, Heiner Kirchhoffer, Gerhard Tech, Paul Haase, Karsten Müller, Heiko Schwarz, Wojciech Samek:
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning. CoRR abs/2204.04424 (2022) - [i2]Haley Hoech, Roman Rischke, Karsten Müller, Wojciech Samek:
FedAUXfdp: Differentially Private One-Shot Federated Distillation. CoRR abs/2205.14960 (2022) - 2021
- [c50]Paul Haase, Daniel Becking, Heiner Kirchhoffer, Karsten Müller, Heiko Schwarz, Wojciech Samek, Detlev Marpe, Thomas Wiegand:
Encoder Optimizations For The NNR Standard On Neural Network Compression. ICIP 2021: 3522-3526 - [i1]Daniel Becking, Maximilian Dreyer, Wojciech Samek, Karsten Müller, Sebastian Lapuschkin:
ECQx: Explainability-Driven Quantization for Low-Bit and Sparse DNNs. CoRR abs/2109.04236 (2021) - 2020
- [c49]David Neumann, Felix Sattler, Heiner Kirchhoffer, Simon Wiedemann, Karsten Müller, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek:
Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates. ICIP 2020: 21-25 - [c48]Paul Haase, Heiko Schwarz, Heiner Kirchhoffer, Simon Wiedemann, Talmaj Marinc, Arturo Marbán, Karsten Müller, Wojciech Samek, Detlev Marpe, Thomas Wiegand:
Dependent Scalar Quantization For Neural Network Compression. ICIP 2020: 36-40 - [c47]Gayathri Venugopal, Santiago De-Luxán-Hernández, Karsten Müller, Heiko Schwarz, Detlev Marpe, Thomas Wiegand:
Region-Based Predictors For Intra Block Copy. ICIP 2020: 1181-1185 - [c46]Daniel Becking, Maximilian Dreyer, Wojciech Samek, Karsten Müller, Sebastian Lapuschkin:
ECQ x: Explainability-Driven Quantization for Low-Bit and Sparse DNNs. xxAI@ICML 2020: 271-296
2010 – 2019
- 2019
- [c45]Gayathri Venugopal, Philipp Helle, Karsten Mueller, Detlev Marpe, Thomas Wiegand:
Hardware-Friendly Intra Region-Based Template Matching for VVC. DCC 2019: 606 - [c44]Gayathri Venugopal, Karsten Müller, Detlev Marpe, Thomas Wiegand:
A Unified Region-Based Template Matching Approach for Intra and Inter Prediction in VVC. ICIP 2019: 4115-4119 - 2018
- [j22]Gerhard Tech, Karsten Müller, Heiko Schwarz, Thomas Wiegand:
Partial Depth Image Based Re-Rendering for Synthesized View Distortion Computation. IEEE Trans. Circuits Syst. Video Technol. 28(6): 1273-1287 (2018) - 2017
- [j21]Sebastian Gerke, Antje Linnemann, Karsten Müller:
Soccer player recognition using spatial constellation features and jersey number recognition. Comput. Vis. Image Underst. 159: 105-115 (2017) - 2016
- [j20]Mohan Liu, Karsten Müller, Alexander Raake:
Efficient no-reference metric for sharpness mismatch artifact between stereoscopic views. J. Vis. Commun. Image Represent. 39: 132-141 (2016) - [j19]Martin Köppel, Karsten Müller, Thomas Wiegand:
Filling Disocclusions in Extrapolated Virtual Views Using Hybrid Texture Synthesis. IEEE Trans. Broadcast. 62(2): 457-469 (2016) - [j18]Gerhard Tech, Ying Chen, Karsten Müller, Jens-Rainer Ohm, Anthony Vetro, Ye-Kui Wang:
Overview of the Multiview and 3D Extensions of High Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Technol. 26(1): 35-49 (2016) - [j17]Philipp Merkle, Karsten Müller, Detlev Marpe, Thomas Wiegand:
Depth Intra Coding for 3D Video Based on Geometric Primitives. IEEE Trans. Circuits Syst. Video Technol. 26(3): 570-582 (2016) - 2015
- [c43]Anthony Vetro, Ying Chen, Karsten Müller:
HEVC-Compatible Extensions for Advanced Coding of 3D and Multiview Video. DCC 2015: 13-22 - [c42]Sebastian Gerke, Karsten Müller, Ralf Schäfer:
Soccer Jersey Number Recognition Using Convolutional Neural Networks. ICCV Workshops 2015: 734-741 - [c41]Martin Köppel, Mehdi Ben Makhlouf, Karsten Müller, Thomas Wiegand:
Fast image completion method using patch offset statistics. ICIP 2015: 1795-1799 - 2014
- [c40]Mohan Liu, Karsten Müller:
Automatic analysis of sharpness mismatch between stereoscopic views for stereo 3D videos. IC3D 2014: 1-6 - 2013
- [j16]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:
3D High-Efficiency Video Coding for Multi-View Video and Depth Data. IEEE Trans. Image Process. 22(9): 3366-3378 (2013) - [c39]Philipp Merkle, Karsten Müller, Thomas Wiegand:
Coding of depth signals for 3D video using wedgelet block segmentation with residual adaptation. ICME 2013: 1-6 - [c38]Miquel A. Farre, Haricharan Lakshman, Philipp Helle, Heiko Schwarz, Karsten Müller, Detlev Marpe, Thomas Wiegand:
Edge aware disparity estimation for intermediate view synthesis. PCS 2013: 402-405 - [p1]Anthony Vetro, Karsten Müller:
Depth-Based 3D Video Formats and Coding Technology. Emerging Technologies for 3D Video 2013: 139-161 - 2012
- [c37]Heribert Brust, Karsten Müller, Heiko Schwarz, Thomas Wiegand:
Multiview extension of HEVC using reduced resolution disparity information for inter-view prediction tools. 3DTV-Conference 2012: 1-4 - [c36]Karsten Müller, Philipp Merkle, Gerhard Tech, Thomas Wiegand:
3D video coding with depth modeling modes and view synthesis optimization. APSIPA 2012: 1-4 - [c35]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:
Extension of High Efficiency Video Coding (HEVC) for multiview video and depth data. ICIP 2012: 205-208 - [c34]Gerhard Tech, Heiko Schwarz, Karsten Müller, Thomas Wiegand:
Synthesized View Distortion Based 3D Video Coding for Extrapolation and Interpolation of Views. ICME 2012: 634-639 - [c33]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:
3D video coding using advanced prediction, depth modeling, and encoder control methods. PCS 2012: 1-4 - [c32]Gerhard Tech, Heiko Schwarz, Karsten Müller, Thomas Wiegand:
3D video coding using the synthesized view distortion change. PCS 2012: 25-28 - [c31]Philipp Merkle, Christian Bartnik, Karsten Müller, Detlev Marpe, Thomas Wiegand:
3D video: Depth coding based on inter-component prediction of block partitions. PCS 2012: 149-152 - 2011
- [j15]Karsten Müller, Philipp Merkle, Thomas Wiegand:
3-D Video Representation Using Depth Maps. Proc. IEEE 99(4): 643-656 (2011) - [j14]Anthony Vetro, Alexis M. Tourapis, Karsten Müller, Tao Chen:
3D-TV Content Storage and Transmission. IEEE Trans. Broadcast. 57(2): 384-394 (2011) - [j13]Patrick Ndjiki-Nya, Martin Köppel, Dimitar Doshkov, Haricharan Lakshman, Philipp Merkle, Karsten Müller, Thomas Wiegand:
Depth Image-Based Rendering With Advanced Texture Synthesis for 3-D Video. IEEE Trans. Multim. 13(3): 453-465 (2011) - [c30]Atanas P. Gotchev, Dominik Strohmeier, Karsten Mueller, Gozde Bozdagi Akar, Venceslav Petrov:
Source and channel coding recipes for mobile 3D television. DSP 2011: 1-8 - [c29]Karsten Müller, Philipp Merkle:
Challenges in 3D video standardization. VCIP 2011: 1-4 - 2010
- [j12]Minh N. Do, Chang-Su Kim, Karsten Müller, Masayuki Tanimoto, Anthony Vetro:
Multi-camera imaging, coding and innovative display: techniques and systems. J. Vis. Commun. Image Represent. 21(5-6): 375-376 (2010) - [j11]Philipp Merkle, Karsten Müller, Thomas Wiegand:
3D video: acquisition, coding, and display. IEEE Trans. Consumer Electron. 56(2): 946-950 (2010) - [c28]Martin Köppel, Patrick Ndjiki-Nya, Dimitar Doshkov, Haricharan Lakshman, Philipp Merkle, Karsten Müller, Thomas Wiegand:
Temporally consistent handling of disocclusions with texture synthesis for depth-image-based rendering. ICIP 2010: 1809-1812 - [c27]Karsten Müller, Philipp Merkle, Gerhard Tech, Thomas Wiegand:
3D video formats and coding methods. ICIP 2010: 2389-2392 - [c26]Philipp Merkle, Jordi Bayo Singla, Karsten Müller, Thomas Wiegand:
Correlation histogram analysis of depth-enhanced 3D video coding. ICIP 2010: 2605-2608 - [c25]Patrick Ndjiki-Nya, Martin Köppel, Dimitar Doshkov, Haricharan Lakshman, Philipp Merkle, Karsten Müller, Thomas Wiegand:
Depth image based rendering with advanced texture synthesis. ICME 2010: 424-429 - [c24]Christian Timmerer, Karsten Müller:
Immersive future media technologies: from 3D video to sensory experiences. ACM Multimedia 2010: 1781-1782 - [c23]Gerhard Tech, Karsten Müller, Thomas Wiegand:
Diffusion filtering of depth maps in stereo video coding. PCS 2010: 306-309 - [c22]Philipp Merkle, Karsten Müller, Thomas Wiegand:
3D video coding: an overview of present and upcoming standards. VCIP 2010: 77440D
2000 – 2009
- 2009
- [j10]Philipp Merkle, Yannick Morvan, Aljoscha Smolic, Dirk Farin, Karsten Müller, Peter H. N. de With, Thomas Wiegand:
The effects of multiview depth video compression on multiview rendering. Signal Process. Image Commun. 24(1-2): 73-88 (2009) - [c21]Karsten Müller, Aljoscha Smolic, Kristina Dix, Philipp Merkle, Thomas Wiegand:
Coding and intermediate view synthesis of multiview video plus depth. ICIP 2009: 741-744 - [c20]Aljoscha Smolic, Karsten Müller, Philipp Merkle, Peter Kauff, Thomas Wiegand:
An overview of available and emerging 3D video formats and depth enhanced stereo as efficient generic solution. PCS 2009: 1-4 - 2008
- [j9]Karsten Müller, Aljoscha Smolic, Kristina Dix, Philipp Merkle, Peter Kauff, Thomas Wiegand:
View Synthesis for Advanced 3D Video Systems. EURASIP J. Image Video Process. 2008 (2008) - [c19]Aljoscha Smolic, Karsten Müller, Kristina Dix, Philipp Merkle, Peter Kauff, Thomas Wiegand:
Intermediate view interpolation based on multiview video plus depth for advanced 3D video systems. ICIP 2008: 2448-2451 - [c18]Detlev Marpe, Heiner Kirchhoffer, Karsten Müller, Thomas Wiegand:
Efficient representation and coding of prediction residuals and parameters in frame-based animated mesh compression. ICIP 2008: 2680-2683 - [c17]Heiner Kirchhoffer, Detlev Marpe, Karsten Müller, Thomas Wiegand:
Context-adaptive binary arithmetic coding for frame-based animated mesh compression. ICME 2008: 341-344 - [c16]Karsten Müller, Aljoscha Smolic, Kristina Dix, Peter Kauff, Thomas Wiegand:
Reliability-based generation and view synthesis in layered depth video. MMSP 2008: 34-39 - 2007
- [j8]Karsten Müller, Philipp Merkle, Thomas Wiegand:
Compressing Time-Varying Visual Content. IEEE Signal Process. Mag. 24(6): 58-65 (2007) - [j7]Philipp Merkle, Aljoscha Smolic, Karsten Müller, Thomas Wiegand:
Efficient Prediction Structures for Multiview Video Coding. IEEE Trans. Circuits Syst. Video Technol. 17(11): 1461-1473 (2007) - [j6]A. Aydin Alatan, Yücel Yemez, Ugur Güdükbay, Xenophon Zabulis, Karsten Müller, Çigdem Eroglu Erdem, C. Weigel, Aljoscha Smolic:
Scene Representation Technologies for 3DTV - A Survey. IEEE Trans. Circuits Syst. Video Technol. 17(11): 1587-1605 (2007) - [j5]Aljoscha Smolic, Karsten Müller, Nikolce Stefanoski, Jörn Ostermann, Atanas P. Gotchev, Gözde B. Akar, George A. Triantafyllidis, Alper Koz:
Coding Algorithms for 3DTV - A Survey. IEEE Trans. Circuits Syst. Video Technol. 17(11): 1606-1621 (2007) - [c15]Philipp Merkle, Aljoscha Smolic, Karsten Müller, Thomas Wiegand:
Coding efficiency and complexity analysis of MVC prediction structures. EUSIPCO 2007: 5-9 - [c14]Philipp Merkle, Aljoscha Smolic, Karsten Müller, Thomas Wiegand:
Multi-View Video Plus Depth Representation and Coding. ICIP (1) 2007: 201-204 - 2006
- [j4]Karsten Müller, Aljoscha Smolic, Matthias Kautzner, Peter Eisert, Thomas Wiegand:
Rate-distortion-optimized predictive compression of dynamic 3D mesh sequences. Signal Process. Image Commun. 21(9): 812-828 (2006) - [c13]Karsten Müller, Aljoscha Smolic, Matthias Kautzner, Thomas Wiegand:
Rate-Distortion Optimization in Dynamic Mesh Compression. ICIP 2006: 533-536 - [c12]Xenophon Zabulis, Georgios Kordelas, Karsten Müller, Aljoscha Smolic:
Increasing the Accuracy of the Space-Sweeping Approach to Stereo Reconstruction, using Spherical Backprojection Surfaces. ICIP 2006: 2965-2968 - [c11]Philipp Merkle, Karsten Müller, Aljoscha Smolic, Thomas Wiegand:
Efficient Compression of Multi-View Video Exploiting Inter-View Dependencies Based on H.264/MPEG4-AVC. ICME 2006: 1717-1720 - [c10]Aljoscha Smolic, Karsten Müller, Philipp Merkle, Christoph Fehn, Peter Kauff, Peter Eisert, Thomas Wiegand:
3D Video and Free Viewpoint Video - Technologies, Applications and MPEG Standards. ICME 2006: 2161-2164 - 2005
- [j3]Karsten Müller, Aljoscha Smolic, Michael Drose, Patrick Voigt, Thomas Wiegand:
3-D Reconstruction of a Dynamic Environment With a Fully Calibrated Background for Traffic Scenes. IEEE Trans. Circuits Syst. Video Technol. 15(4): 538-549 (2005) - [c9]Aljoscha Smolic, Karsten Müller, Philipp Merkle, Matthias Kautzner, Thomas Wiegand:
3D video objects for interactive applications. EUSIPCO 2005: 1-4 - [c8]Karsten Müller, Aljoscha Smolic, Matthias Kautzner, Peter Eisert, Thomas Wiegand:
Predictive compression of dynamic 3D meshes. ICIP (1) 2005: 621-624 - 2004
- [c7]Karsten Müller, Aljoscha Smolic, Philipp Merkle, Bernhard Kaspar, Peter Eisert, Thomas Wiegand:
3D Reconstruction of Natural Scenes with View-Adaptive Multi-Texturing. 3DPVT 2004: 116-123 - [c6]Aljoscha Smolic, Karsten Müller, Philipp Merkle, Tobias Rein, Matthias Kautzner, Peter Eisert, Thomas Wiegand:
Free viewpoint video extraction, representation, coding, and rendering. ICIP 2004: 3287-3290 - [c5]Aljoscha Smolic, Karsten Müller, Philipp Merkle, Tobias Rein, Matthias Kautzner, Peter Eisert, Thomas Wiegand:
Representation, coding, and rendering of 3D video objects with MPEG-4 and H.264/AVC. MMSP 2004: 379-382 - 2003
- [c4]Karsten Müller, Aljoscha Smolic, Michael Drose, Patrick Voigt, Thomas Wiegand:
Multi-texture modeling of 3D traffic scenes. ICME 2003: 657-660 - 2000
- [j2]Jens-Rainer Ohm, F. Bunjamin, Wolfram Liebsch, Bela Makai, Karsten Müller, Aljoscha Smolic, D. Zier:
A set of visual feature descriptors and their combination in a low-level description scheme. Signal Process. Image Commun. 16(1-2): 157-179 (2000)
1990 – 1999
- 1999
- [j1]Jens-Rainer Ohm, Karsten Müller:
Incomplete 3-D multiview representation of video objects. IEEE Trans. Circuits Syst. Video Technol. 9(2): 389-400 (1999) - [c3]Jens-Rainer Ohm, F. Bunjamin, Wolfram Liebsch, Bela Makai, Karsten Müller, Aljoscha Smolic, D. Zier:
A multi-feature description scheme for image and video database retrieval. MMSP 1999: 123-128 - [c2]Jens-Rainer Ohm, F. Bunjamin, Wolfram Liebsch, Bela Makai, Karsten Müller, B. Saberdest, D. Zier:
A Visual Search Engine for Distributed Image and Video Database Retrieval Applications. VISUAL 1999: 187-194 - 1998
- [c1]Jens-Rainer Ohm, Karsten Müller:
Incomplete 3D for Multiview Representation and Synthesis of Video Objects. ECMAST 1998: 26-41
Coauthor Index
[j25] [j24] [c52] [c50] [c49] [c48] [c47] [c45] [c44] [j22] [j19] [j17] [c41] [j16] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [j15] [j13] [j11] [c28] [c27] [c26] [c25] [c23] [c22] [j10] [c21] [c20] [j9] [c19] [c18] [c17] [c16] [j8] [j7] [c15] [c14] [j4] [c13] [c11] [c10] [j3] [c9] [c8] [c7] [c6] [c5] [c4]
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