Karsten Müller

Orcid: 0000-0001-8611-7864

Affiliations:
  • Fraunhofer Heinrich Hertz Institute, Berlin, Germany


According to our database1, Karsten Müller authored at least 82 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Neural Network Coding of Difference Updates for Efficient Distributed Learning Communication.
IEEE Trans. Multim., 2024

Optimizing Federated Learning by Entropy-Based Client Selection.
CoRR, 2024

XAI-guided Insulator Anomaly Detection for Imbalanced Datasets.
CoRR, 2024

2023
Region-Based Template Matching Prediction for Intra Coding.
IEEE Trans. Image Process., 2023

A Privacy Preserving System for Movie Recommendations using Federated Learning.
CoRR, 2023

2022
Overview of the Neural Network Compression and Representation (NNR) Standard.
IEEE Trans. Circuits Syst. Video Technol., 2022

FedAUXfdp: Differentially Private One-Shot Federated Distillation.
Proceedings of the Trustworthy Federated Learning - First International Workshop, 2022

History Dependent Significance Coding for Incremental Neural Network Compression.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Encoder Optimizations For The NNR Standard On Neural Network Compression.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
ECQ<sup> x</sup>: Explainability-Driven Quantization for Low-Bit and Sparse DNNs.
Proceedings of the xxAI - Beyond Explainable AI, 2020

Region-Based Predictors For Intra Block Copy.
Proceedings of the IEEE International Conference on Image Processing, 2020

Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates.
Proceedings of the IEEE International Conference on Image Processing, 2020

Dependent Scalar Quantization For Neural Network Compression.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
A Unified Region-Based Template Matching Approach for Intra and Inter Prediction in VVC.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Hardware-Friendly Intra Region-Based Template Matching for VVC.
Proceedings of the Data Compression Conference, 2019

2018
Partial Depth Image Based Re-Rendering for Synthesized View Distortion Computation.
IEEE Trans. Circuits Syst. Video Technol., 2018

2017
Soccer player recognition using spatial constellation features and jersey number recognition.
Comput. Vis. Image Underst., 2017

2016
Overview of the Multiview and 3D Extensions of High Efficiency Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2016

Depth Intra Coding for 3D Video Based on Geometric Primitives.
IEEE Trans. Circuits Syst. Video Technol., 2016

Filling Disocclusions in Extrapolated Virtual Views Using Hybrid Texture Synthesis.
IEEE Trans. Broadcast., 2016

Efficient no-reference metric for sharpness mismatch artifact between stereoscopic views.
J. Vis. Commun. Image Represent., 2016

2015
Fast image completion method using patch offset statistics.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Soccer Jersey Number Recognition Using Convolutional Neural Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

HEVC-Compatible Extensions for Advanced Coding of 3D and Multiview Video.
Proceedings of the 2015 Data Compression Conference, 2015

2014
Automatic analysis of sharpness mismatch between stereoscopic views for stereo 3D videos.
Proceedings of the 2014 International Conference on 3D Imaging, 2014

2013
3D High-Efficiency Video Coding for Multi-View Video and Depth Data.
IEEE Trans. Image Process., 2013

Edge aware disparity estimation for intermediate view synthesis.
Proceedings of the 30th Picture Coding Symposium, 2013

Coding of depth signals for 3D video using wedgelet block segmentation with residual adaptation.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Depth-Based 3D Video Formats and Coding Technology.
Proceedings of the Emerging Technologies for 3D Video: Creation, 2013

2012
3D video coding using the synthesized view distortion change.
Proceedings of the 2012 Picture Coding Symposium, 2012

3D video coding using advanced prediction, depth modeling, and encoder control methods.
Proceedings of the 2012 Picture Coding Symposium, 2012

3D video: Depth coding based on inter-component prediction of block partitions.
Proceedings of the 2012 Picture Coding Symposium, 2012

Synthesized View Distortion Based 3D Video Coding for Extrapolation and Interpolation of Views.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Extension of High Efficiency Video Coding (HEVC) for multiview video and depth data.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

3D video coding with depth modeling modes and view synthesis optimization.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Multiview extension of HEVC using reduced resolution disparity information for inter-view prediction tools.
Proceedings of the 3DTV-Conference 2012: The True Vision, 2012

2011
Depth Image-Based Rendering With Advanced Texture Synthesis for 3-D Video.
IEEE Trans. Multim., 2011

3D-TV Content Storage and Transmission.
IEEE Trans. Broadcast., 2011

3-D Video Representation Using Depth Maps.
Proc. IEEE, 2011

Challenges in 3D video standardization.
Proceedings of the 2011 IEEE Visual Communications and Image Processing, 2011

Source and channel coding recipes for mobile 3D television.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

2010
3D video: acquisition, coding, and display.
IEEE Trans. Consumer Electron., 2010

Multi-camera imaging, coding and innovative display: techniques and systems.
J. Vis. Commun. Image Represent., 2010

3D video coding: an overview of present and upcoming standards.
Proceedings of the Visual Communications and Image Processing 2010, 2010

Diffusion filtering of depth maps in stereo video coding.
Proceedings of the Picture Coding Symposium, 2010

Immersive future media technologies: from 3D video to sensory experiences.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Depth image based rendering with advanced texture synthesis.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

3D video formats and coding methods.
Proceedings of the International Conference on Image Processing, 2010

Correlation histogram analysis of depth-enhanced 3D video coding.
Proceedings of the International Conference on Image Processing, 2010

Temporally consistent handling of disocclusions with texture synthesis for depth-image-based rendering.
Proceedings of the International Conference on Image Processing, 2010

2009
The effects of multiview depth video compression on multiview rendering.
Signal Process. Image Commun., 2009

An overview of available and emerging 3D video formats and depth enhanced stereo as efficient generic solution.
Proceedings of the 2009 Picture Coding Symposium, 2009

Coding and intermediate view synthesis of multiview video plus depth.
Proceedings of the International Conference on Image Processing, 2009

2008
View Synthesis for Advanced 3D Video Systems.
EURASIP J. Image Video Process., 2008

Reliability-based generation and view synthesis in layered depth video.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Context-adaptive binary arithmetic coding for frame-based animated mesh compression.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Intermediate view interpolation based on multiview video plus depth for advanced 3D video systems.
Proceedings of the International Conference on Image Processing, 2008

Efficient representation and coding of prediction residuals and parameters in frame-based animated mesh compression.
Proceedings of the International Conference on Image Processing, 2008

2007
Coding Algorithms for 3DTV - A Survey.
IEEE Trans. Circuits Syst. Video Technol., 2007

Efficient Prediction Structures for Multiview Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2007

Scene Representation Technologies for 3DTV - A Survey.
IEEE Trans. Circuits Syst. Video Technol., 2007

Compressing Time-Varying Visual Content.
IEEE Signal Process. Mag., 2007

Multi-View Video Plus Depth Representation and Coding.
Proceedings of the International Conference on Image Processing, 2007

Coding efficiency and complexity analysis of MVC prediction structures.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Rate-distortion-optimized predictive compression of dynamic 3D mesh sequences.
Signal Process. Image Commun., 2006

3D Video and Free Viewpoint Video - Technologies, Applications and MPEG Standards.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Efficient Compression of Multi-View Video Exploiting Inter-View Dependencies Based on H.264/MPEG4-AVC.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Increasing the Accuracy of the Space-Sweeping Approach to Stereo Reconstruction, using Spherical Backprojection Surfaces.
Proceedings of the International Conference on Image Processing, 2006

Rate-Distortion Optimization in Dynamic Mesh Compression.
Proceedings of the International Conference on Image Processing, 2006

2005
3-D Reconstruction of a Dynamic Environment With a Fully Calibrated Background for Traffic Scenes.
IEEE Trans. Circuits Syst. Video Technol., 2005

Predictive compression of dynamic 3D meshes.
Proceedings of the 2005 International Conference on Image Processing, 2005

3D video objects for interactive applications.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Representation, coding, and rendering of 3D video objects with MPEG-4 and H.264/AVC.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Free viewpoint video extraction, representation, coding, and rendering.
Proceedings of the 2004 International Conference on Image Processing, 2004

3D Reconstruction of Natural Scenes with View-Adaptive Multi-Texturing.
Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003
Multi-texture modeling of 3D traffic scenes.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

2000
A set of visual feature descriptors and their combination in a low-level description scheme.
Signal Process. Image Commun., 2000

1999
Incomplete 3-D multiview representation of video objects.
IEEE Trans. Circuits Syst. Video Technol., 1999

A Visual Search Engine for Distributed Image and Video Database Retrieval Applications.
Proceedings of the Visual Information and Information Systems, 1999

A multi-feature description scheme for image and video database retrieval.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

1998
Incomplete 3D for Multiview Representation and Synthesis of Video Objects.
Proceedings of the Multimedia Applications, Services and Techniques, 1998


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