Publications Karsten Mueller
      Fraunhofer Heinrich Hertz Institute  
      Publications of Karsten Müller
     


                      [Books]                [Journal Papers]                 [Conference Papers]                 [Invited Speech]

Books & Chapters

D. Becking, M. Dreyer, W. Samek, K. Müller, S. Lapuschkin, "ECQx: Explainability-Driven Quantization for Low-Bit and Sparse DNNs", in "xxAI – Beyond explainable Artificial Intelligence" pp. 271-296, Editor A. Holzinger, R. Goebel, R. Fong, T. Moon, K.-R. Müller and W. Samek, Springer, Heidelberg, ISBN 978-3-031-04082-5, 2022.

K. Müller, H. Schwarz, P. Eisert. T. Wiegand, "Video Data Processing", in "Digital Transformation", pp. 43-62, Editor: R. Neugebauer, Springer, Heidelberg, ISBN 978-3-662-58133-9, 2019.

K. Müller, H. Schwarz, P. Eisert. T. Wiegand, "Verarbeitung von Videodaten", in "Digitalisierung", pp. 43-64, Editor: R. Neugebauer, Springer, Heidelberg, ISBN 978-3-662-55890-4, 2018.

A. Vetro, K. Müller, "Depth-Based 3D Video Formats and Coding Technology", in "Emerging Technologies for 3D Video: Creation, Coding, Transmission and Rendering", pp. 139-161, Editors: Frederic Dufaux, Beatrice Pesquet-Popesu and Marco Cagnazzo, John Wiley & Sons, Chichester, UK, ISBN 978-1-1183-5511-4, 2013.

K. Müller, P. Merkle, G. Tech, "3D Video Compression", in "3DTV System with Depth-Image-Based Rendering: Architectures, Techniques and Challenges", pp. 223-248, Editors: Ce Zhu, Yin Zhao, Lu Yu and Masayuki Tanimoto, Springer, Heidelberg, ISBN 978-1-4419-9964-1, 2012.

A. Smolic, R. Sondershaus, N. Stefanoski, L. Vasa, K. Müller, J. Ostermann, and T. Wiegand, "A survey on coding of static and dynamic 3D meshes", in "Three-Dimensional Television: Capture, Transmission, and Display." Editors: Haldun M. Ozaktas and Levent Onural, Springer, Heidelberg, 2007.

A. Smolic, P. Merkle, K. Müller, C. Fehn, P. Kauff, and T. Wiegand: "Compression of multi-view video and associated data." in "Three-Dimensional Television: Capture, Transmission, and Display." Editors: Haldun M. Ozaktas and Levent Onural, Springer, Heidelberg, 2007.

K. Müller, "Rekonstruktion und Codierung von Free Viewpoint Video" (in German), Dissertation an der Technischen Universität Berlin, Fakultät IV - Elektrotechnik und Informatik, Mensch & Buch Verlag, ISBN 3866640846 / 9783866640849, Berlin 2006.

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Journal Papers

H. Kirchhoffer, P. Haase, W. Samek, K. Müller, H. Rezazadegan-Tavakoli, F. Cricri, E. Aksu, M. M. Hannuksela, W. Jiang, W. Wang, S. Liu, S. Jain, S. Hamidi-Rad, F. Racapé, W. Bailer, "Overview of the Neural Network Compression and Representation (NNR) Standard", IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 5, pp. 3203-3216, May 2022.

K. Müller, W. Samek, D. Marpe: "Ein internationaler KI-Standard zur Kompression Neuronaler Netze", FKT- Fachzeitschrift für Fernsehen, Film und Elektronische Medien, pp. 33-36, Aug./Sept. 2021.

O. Schreer, I. Feldmann, P. Kauff, P. Eisert, D. Tatzelt, C. Hellge, K. Müller, T. Ebner, S. Bliedung: "Lessons Learnt during one Year of commercial Volumetric Video Production", SMPTE Motion Imaging Journal, vol. 129, no. 9, pp. 31-37, Sept. 2020.

G. Tech, K. Müller, H. Schwarz and T. Wiegand, "Partial Depth Image Based Re-Rendering for Synthesized View Distortion Computation", IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 6, pp. 1273-1287, June 2018.

S. Gerke, A. Linnemann, K. Müller, "Soccer Player Recognition using Spatial Constellation Features and Jersey Number Recognition", Computer Vision and Image Understanding, Special Issue on Computer Vision in Sports, vol. 159, no. 6, pp. 105-115, June 2017.

M. Liu, K. Müller, A. Raake, “Efficient No-Reference Metric for Sharpness Mismatch Artifact between Stereoscopic Views“, Journal of Visual Communication and Image Representation, vol. 39, is. 8, pp. 132-141, August 2016.

M. Köppel, K. Müller, T. Wiegand, “Filling Disocclusions in Extrapolated Virtual Views Using Hybrid Texture Synthesis”, IEEE Transactions on Broadcasting, vol. 62, no. 2, pp. 457-469, June 2016.

P. Merkle, K. Müller, D. Marpe and T. Wiegand, "Depth Intra Coding for 3D Video based on Geometric Primitives", IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 3, pp. 570-582, March 2016.

G. Tech, Y. Chen, K. Müller, J.-R. Ohm, A. Vetro and Y. K. Wang, "Overview of the Multiview and 3D Extensions of High Efficiency Video Coding", IEEE Transactions on Circuits and Systems for Video Technology, Special Issue on HEVC Extensions and Efficient HEVC Implementations, vol. 26, no. 1, pp. 35-49, January 2016.

K. Müller, "3D Extensions for High-Efficiency Video Coding", IEEE Multimedia Communications Technical Committee E-Letter, vol. 9, no. 1, pp. 20-22, January 2014.

K. Müller, H. Schwarz, D. Marpe, C. Bartnik, S. Bosse, H. Brust, T. Hinz, H. Lakshman, P. Merkle, H. Rhee, G. Tech, M. Winken, and T. Wiegand: "3D High Efficiency Video Coding for Multi-View Video and Depth Data", IEEE Transactions on Image Processing, Special Section on 3D Video Representation, Compression and Rendering, vol. 22, no. 9, pp. 3366-3378, September 2013.

A. Vetro, P. Frossard, S. Lee, K. Müller, J.-R. Ohm, G. J. Sullivan, "Introduction to the Special Section on 3D Representation, Compression and Rendering", IEEE Transactions on Image Processing, Special Section on 3D Video Representation, Compression and Rendering, vol. 22, no. 9, pp. 3513-3516, September 2013.

P. Kauff, K. Müller, R. Schäfer, F. Zilly, "3D-TV von der Aufnahme bis zum Zuschauer, Dreidimensional fernsehen", Physik in unserer Zeit, Vol. 43, Nr. 3, pp. 116-123, DOI: 10.1002/piuz.201290039.

P. Ndjiki-Nya, M. Köppel, D. Doshkov, H. Lakshman, P. Merkle, K. Müller, and T. Wiegand, "Depth Image-based Rendering with Advanced Texture Synthesis for 3D Video", IEEE Transactions on Multimedia, vol. 13, no. 3, pp. 453-465, June 2011.

A. Vetro, A. Tourapis, K. Müller, and T. Chen, "3D-TV Content Storage and Transmission", IEEE Transactions on Broadcasting, Special Issue on 3D-TV Horizon: Contents, Systems and Visual Perception, vol. 57, no. 2, pp. 384-394, June 2011.

K. Müller, P. Merkle, and T. Wiegand, "3D Video Representation Using Depth Maps", Proceedings of the IEEE, Special Issue on 3D Media and Displays, vol. 99, no. 4, pp. 643 - 656, April 2011.

P. Merkle, K Müller, T. Wiegand, "3D Video: Acquisition, Coding, and Display", IEEE Transactions on Consumer Electronics, vol. 56, no. 2, pp. 946-950, May 2010.

K. Müller, "3D Visual Content Compression for Communications", IEEE Multimedia Communications Technical Committee E-Letter, vol. 4, no. 7, pp. 22-24, August 2009.

P. Merkle, Y. Morvan, A. Smolic, D. Farin, K. Müller, P.H.N. de With, and T. Wiegand, "The Effects of Multiview Depth Video Compression on Multiview Rendering", Signal Processing: Image Communication, vol. 24, is. 1+2, pp. 73-88, January 2009.

K. Müller, A. Smolic, K. Dix, P. Merkle, P. Kauff, and T. Wiegand, "View Synthesis for Advanced 3D Video Systems", EURASIP Journal on Image and Video Processing, Special Issue on 3D Image and Video Processing, vol. 2008, Article ID 438148, 11 pages, 2008. doi:10.1155/2008/438148.

K. Müller, P. Merkle, and T. Wiegand, "Compressing 3D Visual Content", IEEE Signal Processing Magazine, vol. 24, no. 6, pp. 58-65, November 2007.

P. Merkle, A. Smolic, K. Müller, and T. Wiegand, "Efficient Prediction Structures for Multiview Video Coding", IEEE Transactions on Circuits and Systems for Video Technology, vol. 17, no. 11, pp. 1461-1473, November 2007.

A. Smolic, K. Müller, N. Stefanoski, J. Ostermann, A. Gotchev, G. B. Akar, G. Triantafyllides, A. Koz, "Coding Algorithms for 3DTV - A Survey", IEEE Transactions on Circuits and Systems for Video Technology, vol. 17, no. 11, pp. 1606-1621, November 2007.

A. Aydin Alatan, Y. Yemez, U. Güdükbay, X. Zabulis, K. Müller, C. Erdem, C. Weigel and A. Smolic, "Scene Representation Technologies for 3DTV - A Survey", IEEE Transactions on Circuits and Systems for Video Technology, vol. 17, no. 11, pp. 1587-1605, November 2007.

K. Müller, A. Smolic, M. Kautzner, P. Eisert and T. Wiegand, "Rate-Distortion-Optimized Predictive Compression of Dynamic 3D Mesh Sequences", Invited Paper, Signal Processing: Image Communication, vol. 21, is. 9, pp. 812-828, Special Issue on Interactive representation of still and dynamic scenes, October 2006.

K. Müller, A. Smolic, M. Droese, P. Voigt, and T. Wiegand: "3D Reconstruction of a Dynamic Environment with a fully Calibrated Background for Traffic Scenes," IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, no. 4, pp. 538-549, March 2005.

K. Müller, A. Smolic: "MPEG-7: Applications for TV- and Cinema Appplications:– Multimedia Content Description Interface (MPEG-7: Anwendungen für die Film- und Fernsehtechnik – das Multimedia Content Description Interface)", FKT- Fachzeitschrift für Fernsehen, Film und Elektronische Medien, pp. 703-705, Dec. 2003.

K. Müller: "MPEG-7: Content Description of Multimedia Data", Production Reality - Journal for Broadcast, Post-Production, Animation and Content Description, pp. 35-37, Nov./Dec. 2002

J.-R. Ohm, F. Bunjamin, W. Liebsch, B. Makai, K. Müller : "A set of Descriptors for visual features suitable for MPEG-7 applications", Signal Processing: Image Communication, vol. 16, nos. 1-2, pp. 157-180, Sept. 2000

J.-R. Ohm, K. Müller : "Incomplete 3D - Multiview representation of video objects," IEEE Transactions on Circuits and Systems for Video Technology, special issue on SNHC, März 1999, pp. 389-400

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Conference Papers

G. Tech, P. Haase, D. Becking, H. Kirchhoffer, K. Müller, J. Pfaff, H. Schwarz, W. Samek, D. Marpe, and T. Wiegand, "History-dependent Significance Coding for incremental Neural Network Compression", Proc. IEEE International Conference on Image Processing (ICIP'22), Bordeaux, France, Oct. 2022.

H. Hoech, R. Rischke, K. Müller, W. Samek, "FedAUXfdp: Differentially Private One-Shot Federated Distillation", Proc. Workshop on Trustworthy Federated Learning, International Joint Conference on Artificial Intelligence (IJCAI'22), Vienna, Austria, July 2022.

D. Becking, H. Kirchhoffer, G. Tech, P. Haase, K. Müller, H. Schwarz, W. Samek, "Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning", Proc. Workshop on Federated Learning for Computer Vision, IEEE Computer Vision and Pattern Recognition Conference (CVPR'22), New Orleans, Louisiana, USA, June 2022.

P. Haase, D. Becking, H. Kirchhoffer, K. Müller, H. Schwarz, W. Samek, D. Marpe, and T. Wiegand, "Encoder Optimization for the NNR Standard on Neural Network Compression", Proc. IEEE International Conference on Image Processing (ICIP'21), Online, Oct. 2021.

P. Haase, H. Schwarz, H. Kirchhoffer, S. Wiedemann, T. Marinc, K. Müller, W. Samek, D. Marpe, and T. Wiegand, "Dependent Scalar Quantization for Neural Network Compression", Proc. IEEE International Conference on Image Processing (ICIP'20), Online, Oct. 2020.

D. Neumann, F. Sattler, H. Kirchhoffer, S. Wiedemann, K. Müller, H. Schwarz, T. Wiegand, D. Marpe, and W. Samek, "DeepCABAC: Plug&Play Compression of neural Network Weights and Weight Updates", Proc. IEEE International Conference on Image Processing (ICIP'20), Online, Oct. 2020.

G. Venugopal, S. Hernandez, K. Müller, H. Schwarz, D. Marpe, and T. Wiegand, "Region-based Predictors for Intra Block Copy", Proc. IEEE International Conference on Image Processing (ICIP'20), Online, Oct. 2020.

O. Schreer, I. Feldmann, P. Kauff, P. Eisert, D. Tatzelt, C. Hellge, K. Müller, T. Ebner, S. Bliedung: "Lessons Learnt during one Year of commercial Volumetric Video Production", Proc. IBC2019, Amsterdam, Sept. 2019.

G. Venugopal, K. Müller, D. Marpe, T. Wiegand, "A unified region-based template matching Approach for Intra and Inter Prediction in VCC", Proc. IEEE International Conference on Image Processing (ICIP'19), Taipei, Taiwan, Sept. 2019.

S. Gerke, K. Müller, R. Schäfer, "Soccer Jersey Number Recognition Using Convolutional Neural Networks", Proc. IEEE International Workshop on Computer Vision in Sports (CVsports), IEEE International Conference on Computer Vision (ICCV'15), Santiago de Chile, Chile, Dec. 2015.

S. Gerke, K. Müller, "Identifying Soccer Players using Spatial Constellation Features", Proc. KDD Workshop on Large-Scale Sports Analytics, ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’15), Sydney, Australia, Aug. 2015.

M. Köppel, M. B. Makhlouf, K. Müller, T. Wiegand, "Fast Image Completion Method using Patch Offset Statistics", Proc. IEEE International Conference on Image Processing (ICIP'15), Quebec City, Canada, Sept. 2015.

A. Vetro, Y. Chen, K. Müller, "HEVC-Compatible Extension for Advanced Coding of 3D and Multiview Video", Proc. IEEE Data Compression Conference (DCC’15), Snowbird, Utah, USA, April 2015.

M. Liu, K. Müller, "Automatic analysis of sharpness mismatch between stereoscopic views for stereo 3D videos", Proc. IC3D 2014, International Conference on 3D Imaging, Liege, Belgium, Dec. 2014.

M. Farre, H. Lakshman, P. Helle, H. Schwarz, K. Mueller, D. Marpe, T. Wiegand, "Edge aware Disparity Estimation for Intermediate View Synthesis", Proc. PCS 2013, Picture Coding Symposium, San Jose, USA, Dec. 2013.

P. Merkle, K. Müller, and T. Wiegand, "Coding of Depth Signals for 3D Video using Wedgelet Block Segmentation with Residual Adaptation", Proc. IEEE International Conference on Multimedia and Exposition (ICME’13), San Jose, USA, July 2013.

K. Müller, P. Merkle, G. Tech, and T. Wiegand, "3D Video Coding with Depth Modeling Modes and View Synthesis Optimization", Proc. APSIPA Annual Summit and Conference 2012, Hollywood, CA, USA, Dec. 2012.

H. Brust, K. Müller, H. Schwarz, T. Wiegand, "Multi-View Extension of HEVC Using Reduced Resolution Disparity Information for Inter-View Prediction Tools", Proc. IEEE 3DTV Conference, Zurich, Switzerland, Oct. 2012.

H. Schwarz, C. Bartnik, S. Bosse, H. Brust, T. Hinz, H. Lakshman, D. Marpe, P. Merkle, K. Müller, H. Rhee, G. Tech, M. Winken, and T. Wiegand, "3D Video Coding Using Advanced Prediction, Depth Modeling, and Encoder Control Methods", Proc. IEEE International Conference on Image Processing (ICIP'12), Orlando, Florida, USA, Oct. 2012.

G. Tech, H. Schwarz, K. Müller, and T. Wiegand, "Effects of synthesized View Distortion based 3D Video Coding on the Quality of interpolated and extrapolated Views", Proc. IEEE International Conference on Multimedia and Exposition (ICME’12), Melbourne, Australia, pp. 634-639, July 2012.

H. Schwarz, C. Bartnik, S. Bosse, H. Brust, T. Hinz, H. Lakshman, D. Marpe, P. Merkle, K. Müller, H. Rhee, G. Tech, M. Winken, and T. Wiegand, "3D Video Coding Using Advanced Prediction, Depth Modeling, and Encoder Control Methods", Proc. PCS 2012, Picture Coding Symposium, Krakow, Poland, May 2012.

P. Merkle, C. Bartnik, K. Müller, D. Marpe, and T. Wiegand, "3D Video: Depth Coding Based on Inter-component Prediction of Block Partitions", Proc. PCS 2012, Picture Coding Symposium, Krakow, Poland, May 2012.

G. Tech, H. Schwarz, K. Müller, and T. Wiegand, "3D Video Coding using the Synthesized View Distortion Change", Proc. PCS 2012, Picture Coding Symposium, Krakow, Poland, May 2012.

K. Müller and P. Merkle, "Challenges in 3D Video Standardization", Proc. IEEE Visual Communications and Image Processing, VCIP'11, Tainan, Taiwan, Nov. 2011.

A. Gotchev, D. Strohmeier, K. Müller, G. Bozdagi Akar, and V. Petrov, "Source and Channel Coding Recipes for Mobile 3D Television", Coding for Mobile Applications", Proc. International Conference on Digital Signal Processing, (DSP 2011), Corfu, Greece, July 2011.

F. Rhee, P. Merkle, and K. Müller, "A Generic 3D Video Codec Framework for Mobile Applications", Proc. 3DSA 2011, International Conference on 3D Systems and Applications, Seoul, Korea, June 2011.

P. Merkle, J. Singla, K. Müller, and T. Wiegand, "Optimization Study of Stereo Video Coding for Mobile Applications", Proc. IEEE 3DTV Conference, Antalya, Turkey, May 2011.

G. Tech, K. Müller, T. Wiegand, "View Synthesis Algorithms for Mobile 3DTV", Proc. IEEE 3DTV Conference, Antalya, Turkey, May 2011.

G. Tech, K. Müller, T. Wiegand, "Diffusion Filtering of Depth Maps in Stereo Video Coding", Proc. PCS 2010, Picture Coding Symposium, Nagoya, Japan, Dec. 2010.

K. Müller, P. Merkle, G. Tech, and T. Wiegand, "3D Video Formats and Coding Standards", Proc. IEEE International Conference on Image Processing (ICIP'10), Hong Kong, China, pp. 2389-2392, Sept. 2010.

P. Merkle, J. Singla, K. Müller, and T. Wiegand, "Correlation Histogram Analysis of Depth-Enhanced 3D Video Coding'", Proc. IEEE International Conference on Image Processing (ICIP'10), Hong Kong, China, pp. 2605-2608, Sept. 2010.

M. Köppel, P. Ndjiki-Nya, D. Doshkov, H. Lakshman, P. Merkle, K. Müller, and T. Wiegand, "Temporally Consistent Handling of Disocclusions with Texture Synthesis for Depth-Image-Based Rendering", Proc. IEEE International Conference on Image Processing (ICIP'10), Hong Kong, China, pp. 1809-1812, Sept. 2010.

P. Ndjiki-Nya, M. Köppel, D. Doshkov, H. Lakshman, P. Merkle, K. Müller, T. Wiegand "Filling Disocclusions in Depth Image Based Rendering by Means of Texture Synthesis", Proc. IEEE International Conference on Multimedia and Exposition (ICME'10), Singapore, July 2010.

P. Merkle, K Müller, T. Wiegand, "3D Video Coding - An Overview of Present and Upcoming Standards", Proc. IEEE Visual Communications and Image Processing, VCIP'10, Huang Shan, An Hui, CN, Jul. 2010.

K. Müller, K. Dix, P. Merkle, T. Wiegand, "Temporal Residual Data Sub-Sampling in LDV Representation Format", Proc. IEEE 3DTV Conference, Tampere, Finland, June 2010.

H. Brust, G. Tech, K. Müller, T. Wiegand, "Mixed Resolution Coding with inter-view Prediction for Mobile 3DTV", Proc. IEEE 3DTV Conference, Tampere, Finland, June 2010.

P. Carballeira, G. Tech, J. Cabrera, K. Müller, F. Jaureguizar, T. Wiegand, and N. Garcia, "Block Based Rate-Distortion Analysis for Quality Improvement of Synthesized Views", Proc. IEEE 3DTV Conference, Tampere, Finland, June 2010.

P. Merkle, K Müller, T. Wiegand, "3D Video: Acquisition, Coding, and Display", Proc. IEEE International Conference on Consumer Electronics, ICCE'10, Las Vegas, USA, Jan. 2010.

K. Müller, A. Smolic, K. Dix, P. Merkle, and T. Wiegand, "Coding and Intermediate View Synthesis of Multi-View Video plus Depth", Proc. IEEE International Conference on Image Processing (ICIP'09), Cairo, Egypt, pp. 741-744, Nov. 2009.

A. Smolic, K. Müller, P. Merkle, A. Vetro, "Development of a new MPEG Standard for Advanced 3D Video Applications", Proc. IEEE 6th International Symposium on Image and Signal Processing and Analysis (ISPA'09), Salzburg, Austria, Sept. 2009.

A. Smolic, K. Müller, P. Merkle, P. Kauff, T. Wiegand, "An Overview of available and emerging 3D Video Formats and Depth enhanced Stereo as efficient generic Solution", Proc. PCS 2009, Picture Coding Symposium, Chicago, USA, May 2009.

H. Brust, A. Smolic, K. Müller, G. Tech, T. Wiegand, "Mixed Resolution Coding of Stereoscopic Video for Mobile Devices", Proc. IEEE 3DTV Conference, Potsdam, Germany, Mai 2009.

P. Merkle, Y. Wang, K. Müller, A. Smolic, and T. Wiegand, "Video plus Depth Compression for Mobile 3D Services", Proc. IEEE 3DTV Conference, Potsdam, Germany, Mai 2009.

P. Merkle, H. Brust, K. Dix, K. Müller, and T. Wiegand, "Stereo Video Compression for Mobile 3D Services", Proc. IEEE 3DTV Conference, Potsdam, Germany, Mai 2009.

G. Tech, A. Smolic, H. Brust, P. Merkle, K. Dix, Y. Wang, K. Müller, and T. Wiegand, "Optimization and Comparison of Coding Algorithms", Proc. IEEE 3DTV Conference, Potsdam, Germany, Mai 2009.

K. Müller, A. Smolic, K. Dix, P. Kauff, and T. Wiegand, "Reliability- based Generation and View Synthesis in Layered Depth Video", Proc., IEEE International Workshop on Multimedia Signal Processing (MMSP2008), Cairns, Australia, pp. 34-39, Oct. 2008.

A. Smolic, K. Müller, K. Dix, P. Merkle, P. Kauff, and T. Wiegand, "Intermediate View Interpolation based on Multi-View Video plus Depth for Advanced 3D Video Systems", Proc. IEEE International Conference on Image Processing (ICIP'08), San Diego, CA, USA, pp. 2448-2451, Oct. 2008.

A. Marpe, H. Kirchhoffer, K. Müller, and T. Wiegand, "Efficient Representation and Coding of Prediction Residuals and Parameters in Frame-Based Animated Mesh Compression", Proc. IEEE International Conference on Image Processing (ICIP'08), San Diego, CA, USA, pp. 2680-2683, Oct. 2008.

A. Marpe, H. Kirchhoffer, K. Müller, and T. Wiegand, "Context-Adaptive Binary Arithmetic Coding for Frame-Based Animated Mesh Compression", Proc. IEEE International Conference on Multimedia and Exposition (ICME'08), Hannover, Germany, pp. 341-344, June. 2008.

P. Merkle, Y. Morvan, A. Smolic, D. Farin, K. Müller, P.H.N. de With, and T. Wiegand, "The Effect of Depth Compression on Multi-View Rendering Quality", Proc. IEEE 3DTV Conference, Istanbul, Turkey, Mai 2008.

K. Mamou, N. Stefanoski, H. Kirchhoffer, K. Müller, T. Zaharia, F. Preteux, D. Marpe, and J. Ostermann "FAMC: Frame-based Animated Mesh Compression", Proc. IEEE 3DTV Conference, Istanbul, Turkey, Mai 2008.

A. Tikanmäki, A. Gotchev, A. Smolic, K. Müller, "Quality Assessment of 3D Video in Rate Allocation Experiments", Proc. IEEE International Symposium on Consumer Electronics (ISCE'08), Algarve, Portugal, April 2008.

P. Merkle, A. Smolic, K. Müller, and T. Wiegand, "Multi-view Video plus Depth Representation and Coding", ICIP 2007, IEEE International Conference on Image Processing, San Antonio, TX, USA, September 2007.

P. Merkle, A. Smolic, K. Müller, and T. Wiegand: "Coding Efficiency and Complexity Analysis of MVC Prediction Structures", Proc. EUSIPCO 2007, 15th European Signal Processing Conference, Poznan, Poland, Sept. 2007.

P. Merkle, A. Smolic, K. Müller, and T. Wiegand, "Efficient Compression of Multi-View Depth Data Based on MVC", IEEE 3DTV Conference, Kos, Greece, Mai 2007.

S. Heymann, K. Müller, A. Smolic, B. Froehlich, T. Wiegand, "SIFT Implementation and Optimization for General-Purpose GPU", WSCG'07, Plzen, Czech Republic, January 2007.

K. Müller, A. Smolic, M. Kautzner, T. Wiegand, "Rate-Distortion Optimization in Dynamic Mesh Compression", ICIP 2006, IEEE International Conference on Image Processing, Atlanta, Georgia, USA, pp. 533-536, Oct. 2006.

X. Zabulis, G. Kordelas, K. Müller, A. Smolic, "Increasing the Accuracy of the Space-Sweeping Approach to Stereo Reconstruction, using Spherical Backprojection Surfaces", ICIP 2006, IEEE International Conference on Image Processing, Atlanta, Georgia, USA, pp. 2965-2968, Oct. 2006.

P. Merkle, K. Müller, A. Smolic, T. Wiegand, "Efficient Compression of Multi-View Video Exploiting Inter-View Dependencies Based on H.264/MPEG4-AVC", ICME 2006, IEEE International Conference on Multimedia and Exposition, Toronto, Ontario, Canada, July 2006.

A. Smolic, K. Müller, P. Merkle, C. Fehn, P. Kauff, P. Eisert, and T. Wiegand, "3D Video and Free Viewpoint Video - Technologies, Applications and MPEG Standards", ICME 2006, International Conference on Multimedia and Exposition, Toronto, Ontario, Canada, July 2006.

K. Müller, P. Merkle, H. Schwarz, T. Hinz, A. Smolic, T. Oelbaum, T. Wiegand, "Multi-view Video Coding Based on H.264/AVC Using Hierarchical B-Frames", Proc. PCS 2006, Picture Coding Symposium, Beijing, China, April 2006.

K. Müller, X. Zabulis, A. Smolic and T. Wiegand, "Evaluation of 3D Reconstruction using Multiview Backprojection, Proc. ICOB2005, 2nd Workshop on Immersive Communication and Broadcast Systems, Berlin, 2005.

P. Merkle, K. Müller, A. Smolic, and T. Wiegand: "Statistical Evaluation of Spatiotemporal Prediction for Multi-view Video Coding, Proc. ICOB2005, 2nd Workshop on Immersive Communication and Broadcast Systems, Berlin, 2005.

P. Kauff, A. Smolic, P. Eisert, C. Fehn, K. Müller, R. Schäfer: "Data Format and Coding for Free Viewpoint Video", Proc. IBC2005, Amsterdam, 2005.

K. Müller, A. Smolic, M. Kautzner, P. Eisert, and T. Wiegand: "Predictive Compression of Dynamic 3D Meshes", Proc. ICIP2005, IEEE International Conference on Image Processing, Genoa, Italy, Sept. 2005.

A. Smolic, K. Müller, P. Merkle, M. Kautzner, and T. Wiegand: "3D Video Objects for Interactive Applications", Proc. EUSIPCO 2005, 13th European Signal Processing Conference, Antalya, Turkey, Sept. 2005.

S. Heymann, A. Smolic, K. Müller, and Bernd Froehlich: "Illumination Reconstruction from Real-time Video for Interactive Augmented Reality", Proc. WIAMIS 2005, 6th International Workshop on Image Analysis for Multimedia Interactive Services , Montreux, Switzerland, April 2005.

S. Heymann, A. Smolic, K. Müller, and Bernd Froehlich: "Real-Time Video Capture for Illumination Reconstruction in Augmented Reality Applications", Poster at I3D 2005, ACM SIGGRAPH 2005 Symposium on Interactive 3D Graphics and Games, Washington DC, USA, April 2005.

S. Heymann, A. Smolic, K. Müller, Y. Guo, J. Rurainski, P. Eisert, and T.Wiegand: "Representation, Coding, and Interactive Rendering of High-Resolution Panoramic Images and Video Using MPEG-4", 2. Panoramic Photogrammetry Workshop, Berlin, Germany, February 24-25, 2005.

K. Müller, A. Smolic, P. Merkle, M. Kautzner, and T. Wiegand, "Coding of 3D Meshes and Video Textures for 3D Video Objects", Proc. PCS 2004, Picture Coding Symposium, San Francisco, USA, Dec. 2004.

A. Smolic, K. Müller, P. Merkle, T. Rein, M. Kautzner, P. Eisert, and T. Wiegand, "Free Viewpoint Video Extraction, Representation, Coding, and Rendering", ICIP2004, IEEE International Conference on Image Processing, Singapore, Oct. 2004, pp. 3287-3290.

A.Smolic, K. Müller, P. Merkle, T. Rein, M. Kautzner, P. Eisert, and T. Wiegand, "Representation, Coding, and Rendering of 3D Video Objects using MPEG-4", MMSP2004, IEEE International Workshop on Multimedia Signal Processing, Italy, Oct. 2004, pp. 379-382.

K. Müller, A. Smolic, P. Merkle, B. Kaspar, P. Eisert, and T. Wiegand, "3D Reconstruction of Natural Scenes with View-Adaptive Multi-Texturing", 3DPVT'04, 2nd International Symposium on 3D Data Processing, Visualization and Processing, Thessaloniki, Sept. 2004.

K. Müller, A. Smolic, B. Kaspar, P. Merkle, T. Rein, P. Eisert and T. Wiegand, "Octree Voxel Modeling with Multi-View Texturing in Cultural Heritage Scenarios", Proc. WIAMIS 2004, 5th International Workshop on Image Analysis for Multimedia Interactive Services, London, April 2004.

A. Smolic, C. Fehn, and K. Müller, "MPEG 3DAV - Video-based Rendering for Interactive TV Applications", Proc. 10. Dortmunder Fernsehseminar, ITG/FKTG-Fachtagung, Dortmund, Germany, September 2003.

K. Müller, A. Smolic, M. Droese, P. Voigt, and T. Wiegand, "Multi-Texture Modeling of 3D Traffic Scenes", ICME 2003, IEEE International Conference on Multimedia & Expo, Baltimore, MD, USA, July 2003, pp. 657-660.

K. Müller, A. Smolic, M. Droese, P. Voigt, and T. Wiegand, "3D Modeling of Traffic Scenes using Multi-texture Surfaces", Proc. PCS 2003, Picture Coding Symposium, St. Malo, France, April, 2003, pp. 309-314.

A. Smolic, K. Müller, M. Droese, P. Voigt, and T. Wiegand, "Multiple View Video Streaming and 3D-Scene Reconstruction for Traffic Surveillance", Proc. WIAMIS 2003, 4th European Workshop on Image Analysis for Multimedia Interactive Services, London, April 2003, pp. 427-432.

K. Müller, J.R. Ohm and M. Heidenreich: "Combined 3D-2D Objekt Description and Representation", Proc. Picture Coding Symposium (PCS'01), Seoul, April 2001, pp. 93-96.

A. Smolic, K. Müller, J.R. Ohm: "Global Motion Compensation and Video Mosaicing Using Different 2-D Motion Models", Proc. Picture Coding Symposium (PCS'01), Seoul, April 2001, pp. 331-334.

J.-R. Ohm, F. Bunjamin, W. Liebsch, B. Makai, K. Müller, A. Smolic, D. Zier : "A multi-feature Description Scheme for image and video database retrieval", Proc. IEEE Multimedia Signal Processing Conference, Sept. 1999, pp. 123-128.

J.-R. Ohm, F. Bunjamin, W. Liebsch, B. Makai, K. Müller, B. Saberdest, D. Zier: "A visual search engine for distributed image and video database retrieval applications", 3rd International Conference on Visual Information Systems (VIS'99), Amsterdam, June 1999, pp. 187-194.

J.-R. Ohm, F. Bunjamin, W. Liebsch, B. Makai, K. Müller, A. Smolic, D. Zier: "MPEG-7 Description Scheme for visual objects", WIAMIS'99, Berlin; Mai 1999, pp. 153-156.

J.R. Ohm, K. Müller and S. Ekmekci: "Incomplete 3D - A new technique for multiview data representation", Proc. IEEE 10th IMDSP Workshop, Alpbach, July 1998, pp. 311-314.

J.R. Ohm, E. Izquierdo and K. Müller: "Systems for disparity-based multiple-view interpolation (invited)", Proc. IEEE Intern. Symp. on Circuits and systems, Monterey, CA, USA, June 1998.

J.R. Ohm and K. Müller: "Incomplete 3D for multiview representation and synthesis of video objects", Proc. ECMAST'98, Berlin, May 1998, pp. 26-41.

J.R. Ohm and K. Müller: "Incomplete 3D Representation of Video Objects for Multiview Applications", Proc. Picture Coding Symposium (PCS'97), Berlin, Sept. 1997, pp. 427-432.

J.R. Ohm and K. Müller: "Flexible Representation of Video Objects in 2D, 2½D and 3D Environments", Proc. of Int. Workshop on SNHC and 3D Imaging, Sept. 1997, Rhodos, pp. 151-152.

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Invited Speech

"3D Coding Tools for High-Efficiency Video Coding", IEEE Visual Communications and Image Processing (VCIP’2014), Valetta, Malta, 2014.

"Development of Coding Tools from 2D to depth-enhanced 3D Video Compression", IEEE International Conference on Multimedia and Exposition (ICME’13), San Jose, USA, July 2013.

"Developments in Depth-Enhanced 3D Video Coding", International Workshop on Advanced Image Technology (IWAIT’13), Nagoya, Japan, January 2013.

"3D Video Coding and beyond", COST Training School on 3D Media, User Experience and Computational Architectures, Finland, August 2012.

"An Overview of 3DTV Technology", Beijing University of Post and Telecommunications, Beijing, China, March 2012.

"3D Video: Stereo and Multi-View Video Technology", Tutorial on Immersive Future Media Technologies: From 3D Video to Sensory Experiences, ACM Multimedia Conference, Florence, Italy, Oct. 2010.

"Representation and Coding Formats for 3D Video", IBC Conference, Amsterdam, Netherlands, Sept. 2010.

"Towards 3D Video Coding", Summer School Teaching Course, Technical University of Tampere, Finland, June 2010.

"Transmission Formats and Coding for 3D TV", 3D TV Workshop at IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, Shanghai, China, March 2010.

"3D Video: From Stereo to Multi-View", Universität Klagenfurt, Austria, March 2010.

"3D Media: Research and Development", Chulalongkorn University, Bangkok, Thailand, Jan. 2010.

"3D Video Formats and Coding Standards", MPEG workshop, Xian, China, October 2009.

"THESEUS Project - Applications and Core Technologies for the Semantic Web", AMR workshop, Berlin, June 2008.

"Beschreibung von Multimediainhalten durch MPEG-7", FKTG Stuttgart, Dezember 2003

"Multimedia Descriptors in MPEG-7", Milestones in Image and Video Coding, FHTW-Berlin, April 2003

"Semantische Inhaltsbeschreibung durch MPEG-7", Internationales Symposium Vernetzte Fernsehproduktion Köln, Juni 2002.

"Der MPEG-7-Standard: Inhaltsbeschreibung multimedialer Daten", 1. Thüringer Medianseminar der FKTG, Mai 2001


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