Sebastian Bosse is heading the Interactive & Cognitive Systems Group in the Vision and Imaging Technologies Department.
His current research activities center around computational perception and cognition, machine learning, computer vision, and human-machine interaction and cover a wide field of applications ranging from multimedia and augmented reality, through medicine to agriculture and industrial production.
Biography
Sebastian Bosse is head of the Interactive & Cognitive Systems group at Fraunhofer Heinrich Hertz Institute (HHI), Berlin, Germany. He studied electrical engineering and information technology at RWTH Aachen University, Germany, and Polytechnic University of Catalonia, Barcelona, Spain. Sebastian received the Dr.-Ing. degree in computer science (with highest distinction) from the Technical University Berlin in 2018.
During his studies he was a visiting researcher at Siemens Corporate Research, Princeton, USA. In 2014, Sebastian was a guest scientist in the Stanford Vision and Neuro-Development Lab (SVNDL) at Stanford University, USA.
After 10 years as a research engineer working in the Image & Video Compression group and later in the Machine Learning group, he founded the research group on Interactive & Cognitive Systems at Fraunhofer HHI in 2020 that he has headed since.
Sebastian is a lecturer at the German University in Cairo. He is on the board of the Video Quality Expert Group (VQEG) and on the advisory board of the Interational AIQT Foundation. Sebastian is an affiliate member of VISTA, York University, Toronto, and serves as an associate editor for the IEEE Transactions on Image Processing. Since 2021 he has been appointed a chair for the ITU focus group on Artificial Intelligence for Agriculture.
His current research interests include the modelling of perception and cognition, machine learning, computer vision, and human-machine interaction over a wide field of applications ranging from multimedia and augmented reality, through medicine to agriculture and industrial production.
Publications
Articles in Journals
2024
- Yonghao Chen, Tilman Stephani, Milena Bagdasarian, Anna Hilsmann, Peter Eisert, Arno Villringer, Sebastian Bosse, Michael Gaebler, Vadim V. Nikulin
Realness of face images can be decoded from non-linear modulation of EEG responses,
Sci Rep, vol. 14, no. 5683, March 2024, doi: 10.1038/s41598-024-56130-1, Open Access
2023
- Reduan Achtibat, Maximilian Dreyer, Ilona Eisenbraun, Sebastian Bosse, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin
From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation,
Nature Machine Intelligence, Nature Publishing Group, ISSN: 2522-5839, vol. 5, no. 9, pp. 1006-1019, September 2023, doi: 10.1038/s42256-023-00711-8, Open Access - Mykyta Kovalenko, David Przewozny, Peter Eisert, Sebastian Bosse, Paul Chojecki
Data Fusion for Cross-Domain Real-Time Object Detection on the Edge,
Sensors , vol. 23, no. 13, July 2023, doi: https://doi.org/10.3390/s23136138, Open Access - Paul Chojecki, Dominykas Strazdas, David Przewozny, Niklas Gard, Detlef Runde, Niklas Hoerner, Ayoub Al-Hamadi, Peter Eisert, Sebastian Bosse
Assessing the Value of Multimodal Interfaces: A Study on Human–Machine Interaction in Weld Inspection Workstations,
MDPI Sensors, vol. 23, no. 11, May 2023, doi: 10.3390/s23115043, Open Access
2021
- Lohic Fotio Tiotsop, Florence Agboma, Glenn van Wallendael, Ahmed Aldahdooh, Sebastian Bosse, Lucjan Janowski, Marcus Barkowsky, Enrico Masala
On the Link between Subjective Score Prediction and Disagreement of Video Quality Metrics,
IEEE Access, November 2021, doi: 10.1109/ACCESS.2021.3127395, Open Access - Larissa Wagnerberger, Detlef Runde, Mustafa Tevfik Lafci, David Przewozny, Sebastian Bosse, Paul Chojecki
Inverse kinematics for full-body self representation in VR-based cognitive rehabilitation,
Proc. of the 23rd IEEE International Symposium on Multimedia, IEEE, p. 7, November 2021, doi: 10.1109/ISM52913.2021.00029, arXiv: https://ieeexplore.ieee.org/document/9666140/ - Azrin Rahman, Mykyta Kovalenko, David Przewozny, Paul Chojecki, Detlef Runde, Peter Eisert, Sebastian Bosse
Can You Do Real-Time Gesture Recognition with 5 Watts?,
Proc. of the 2021 IEEE International Conference on Systems, Man and Cybernetics (SMC), IEEE, p. 6, October 2021, doi: 10.1109/SMC52423.2021.9659029, arXiv: https://ieeexplore.ieee.org/document/9659029
2020
- Jan-Philipp Tauscher, Alexandra Witt, Sebastian Bosse, Fabian W Schottky, Steve Grogorick, Susana Castillo, Marcus Magnor
Exploring neural and peripheral physiological correlates of simulator sickness,
Computer Animantions and Virtual Worlds, vol. 31, no. 4-5, p. e1953, July 2020, doi: https://doi.org/10.1002/cav.1953, Open Access - Markus Utke, Saman Zadtootaghaj, Steven Schmidt, Sebastian Bosse, Sebastian Möller
NDNetGaming-development of a no-reference deep CNN for gaming video quality prediction,
Multimedia Tools and Applications, July 2020, doi: https://doi.org/10.1007/s11042-020-09144-6, Open Access
2019
- Elham Barzegaran, Sebastian Bosse, Peter J. Kohler, Anthony M. Norcia
EEGSourceSim: A framework for realistic simulation of EEG scalp data using MRI-based forward models and biologically plausible signals and noise,
Journal of Neuroscience Methods, Elsevier B.V., vol. 328, no. 12, December 2019, doi: 10.1016/j.jneumeth.2019.108377 - Sebastian Bosse, Sören Becker, Klaus-Robert Müller, Wojciech Samek, Thomas Wiegand
Estimation of Distortion Sensitivity for Visual Quality Prediction Using a Convolutional Neural Network,
Digital Signal Processing, Elsevier B.V., vol. 91, pp. 54-65, August 2019, doi: 10.1016/j.dsp.2018.12.005 - Sebastian Bosse, Kjell Brunnström, Sebastian Arndt, Maria G. Martini, Naeem Ramzan, Ulrich Engelke
A common framework for the evaluation of psychophysiological visual quality assessment,
Quality and User Experience 4, Springer Link, no. 3, July 2019, doi: 10.1007/s41233-019-0025-5
2018
- Sebastian Bosse, Laura Acqualagna, Wojciech Samek, Anne K. Porbadnigk, Gabriel Curio, Benjamin Blankertz, Klaus-Robert Müller, Thomas Wiegand
Assessing Perceived Image Quality Using Steady-State Visual Evoked Potentials and Spatio-Spectral Decomposition,
IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 8, pp. 1694-1706, August 2018, doi: 10.1109/tcsvt.2017.2694807 - Rafael Reisenhofer, Sebastian Bosse, Gitta Kutyniok, Thomas Wiegand
A Haar wavelet-based perceptual similarity index for image quality assessment,
Signal Processing: Image Communication, Elsevier B.V., vol. 61, pp. 33-43, February 2018, doi: 10.1016/j.image.2017.11.001 - Sebastian Bosse, Dominique Maniry, Klaus-Robert Müller, Thomas Wiegand, Wojciech Samek
Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment,
IEEE Transactions on Image Processing, vol. 27, no. 1, pp. 206-219, January 2018, doi: 10.1109/tip.2017.2760518
2017
- Forooz Shahbazi Avarvand, Sebastian Bosse, Klaus-Robert Müller, Guido Nolte, Thomas Wiegand, Ralf Schäfer, Gabriel Curio, Wojciech Samek
Objective Quality Assessment of Stereoscopic Images with Vertical Disparity using EEG,
Journal of Neural Engineering, IOP Publishing, vol. 14, no. 4, p. 046009, May 2017, doi: 10.1088/1741-2552/aa6d8b - Ulrich Engelke, Daniel P. Darcy, Grant H. Mulliken, Sebastian Bosse, Maria G. Martini, Sebastian Arndt, Jan-Niklas Antons, Chan Kit Yan, Naeem Ramzan, Kjell Brunnström
Psychophysiology-based QoE Assessment: A Survey,
IEEE Journal of Selected Topics in Signal Processing. Special Issue on "Measuring QOE for advanced media technologies and services", vol. 11, no. 1, pp. 6-21, February 2017, doi: 10.1109/jstsp.2016.2609843, Special Issue
2015
- Laura Acqualagna, Sebastian Bosse, Anne K. Porbadnigk, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand, Benjamin Blankertz
EEG-based classification of video quality perception using steady state visual evoked potentials (SSVEPs),
Journal of Neural Engineering, IOP Publishing, vol. 12, no. 2, p. 026012, March 2015, doi: 10.1088/1741-2560/12/2/026012
2013
- Karsten Müller, Heiko Schwarz, Detlev Marpe, Christian Bartnik, Sebastian Bosse, Heribert Brust, Tobias Hinz, Haricharan Lakshman, Philipp Merkle, Hunn Hunn Rhee, Gerhard Tech, Martin Winken, Thomas Wiegand
3D High Efficiency Video Coding for Multi-View Video and Depth Data,
IEEE Transactions on Image Processing, Special Issue on 3D Video Representation, Compression and Rendering, vol. 22, no. 9, pp. 3366-3378, September 2013, Special Issue
2012
- S. Scholler, Sebastian Bosse, M. S. Treder, B. Blankertz, G. Curio, K.-R. Muller, Thomas Wiegand
Toward a Direct Measure of Video Quality Perception Using EEG,
IEEE Transactions on Image Processing, vol. 21, no. 5, pp. 2619-2629, May 2012, doi: 10.1109/tip.2012.2187672
2010
- Detlev Marpe, Heiko Schwarz, Sebastian Bosse, Benjamin Bross, Philipp Helle, Tobias Hinz, Heiner Kirchhoffer, Haricharan Lakshman, Tung Nguyen, Simon Oudin, Mischa Siekmann, Karsten Sühring, Martin Winken, Thomas Wiegand
Video Compression Using Nested Quadtree Structures, Leaf Merging, and Improved Techniques for Motion Representation and Entropy Coding,
IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, no. 12, pp. 1676-1687, December 2010, Invited Paper
Conference Contributions
2023
- Karam Dawoud, Wojciech Samek, Sebastian Lapuschkin, Sebastian Bosse
Human-Centered Evaluation of XAI Methods,
ICDM'23 Workshop on Causal and Explainable Artificial Intelligence (CXAI), Shanghai, China, December 2023 - Michael Gerstenberger, Thomas Wiegand, Peter Eisert, Sebastian Bosse
But That’s Not Why: Inference Adjustment by Interactive Prototype Revision,
Springer, Cham, ISBN: 978-3-031-49017-0, November 2023, doi: https://doi.org/10.1007/978-3-031-49018-7_9, Iberoamerican Congress on Pattern Recognition (CIARP) - Malte Silbernagel, Thomas Wiegand, Peter Eisert, Sebastian Bosse
Pre-Training with Fractal Images Facilitates Learned Image Quality Estimation,
IEEE, Kuala Lumpur, Malaysia, IEEE, pp. 2625-2629, October 2023, doi: https://doi.org/10.1109/ICIP49359.2023.10222630, 2023 IEEE International Conference on Image Processing (ICIP) - Michael Gerstenberger, Steffen Maaß, Peter Eisert, Sebastian Bosse
A Differentiable Gaussian Prototype Layer for Explainable Fruit Segmentation,
IEEE, Kuala Lumpur, Malaysia, IEEE, pp. 2665-2669, October 2023, doi: 10.1109/ICIP49359.2023.10222905, 2023 IEEE International Conference on Image Processing (ICIP) - Mustafa Tevfik Lafci , Robert Strzebkowski, Paul Chojecki, Sebastian Bosse
An evaluation of hand interaction metaphors for immersive environments,
IEEE, 2023 15th International Conference on Quality of Multimedia Experience (QoMEX), IEEE, ISBN: 979-8-3503-1173-0, July 2023, doi: 10.1109/QoMEX58391.2023.10178667 - Sebastian Bosse, Karsten Berns, Johannes Bosch, Jörg Dörr, Frederick Eichhorn, Peter Eisert, Christoph Fischer, Eike Gassen, Michael Gerstenberger, Heike Gerighausen, Jonathan Heil, Anna Hilsmann, Jochen Hirth, Christopher Huber, Mortesa Hussaini, Martin Kasparick, Peter Kloke, Hartmut Krause-Edler, Luckas Mackle, Jannes Magnusson, Felix Möhrle, Markus Möller, Peter Pickel, Clemens Rautenberg, Hans Dieter Schotten, Slawomir Stanczak, Lars Thiele, Henrik Ücdemir, Annett Wania
Nachhaltige Landwirtschaft mittels Künstlicher Intelligenz–ein plattformbasierter Ansatz für Forschung und Industrie,
Gesellschaft für Informatik e.V., Osnabrück, Gesellschaft für Informatik e.V., pp. 41-52, January 2023, 43. GIL-Jahrestagung, Resiliente Agri-Food-Systeme
2022
- David Przewozny, Detlef Runde, Niklas Hoerner, Niklas Gard, Sebastian Bosse, Paul Chojecki
Comparison of Uni- and Multimodal Interfaces for Spatial Interaction,
2022 ACM Symposium on Spatial User Interaction, online, ACM, December 2022, doi: 10.1145/3565970.356770
2021
- Serhan Gül, Sebastian Bosse, Dimitri Podborski, Thomas Schierl, Cornelius Hellge, Marc A. Kastner, Jan Zahálka
Reproducibility Companion Paper: Kalman Filter-Based Head Motion Prediction for Cloud-Based Mixed Reality,
ACM International Conference on Multimedia, Virtual Event, China, October 2021, doi: 10.1145/3474085.3477936 - Sören Becker, Thomas Wiegand, Sebastian Bosse
Curiously Effective Features For Image Quality Prediction,
IEEE, Anchorage, AK, USA , September 2021, doi: 10.1109/ICIP42928.2021.9506756, arXiv: https://arxiv.org/abs/2106.05946 - Jan-Philipp Tauscher, Susana Castillo, Sebastian Bosse, Marcus Magnor
EEG-Based Analysis of the Impact of Familiarity in the Perception of Deepfake Videos,
IEEE, Anchorage, AK, USA , September 2021, doi: 10.1109/ICIP42928.2021.9506082 - Paul Chojecki, David Przewozny, Detlef Runde, Mustafa Tevfik Lafci, Sebastian Bosse
Effects of a handlebar on standing VR locomotion,
IEEE, Lisbon, March 2021, doi: https://doi.org/10.1109/VRW52623.2021.00083
2020
- Serhan Gül, Sebastian Bosse, Dimitri Podborski, Thomas Schierl, Cornelius Hellge
Kalman Filter-based Head Motion Prediction for Cloud-based Mixed Reality,
ACM International Conference on Multimedia (ACMMM), Seattle, USA, October 2020, doi: 10.1145/3394171.3413699, arXiv: https://arxiv.org/pdf/2007.14084.pdf - Tamer Ajaj, Klaus-Robert Müller, Gabriel Curio, Thomas Wiegand, Sebastian Bosse
EEG-Based Assessment of Perceived Quality in Complex Natural Images,
IEEE International Conference on Image Processing, Abu Dhabi, United Arab Emirates, United Arab Emirates, IEEE, pp. 136-140, October 2020, doi: 10.1109/ICIP40778.2020.9191277 - Milena Teresa Bagdasarian, Anna Hilsmann, Peter Eisert, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand, Sebastian Bosse
EEG-Based Assessment of Perceived Realness in Stylized Face Images,
Proc. of the 12th International Conference on Quality of Multimedia Experience (QoMEX), Athlone, Ireland, Ireland, May 2020, doi: 10.1109/QoMEX48832.2020.9123145 - Christian R. Helmrich, Mischa Siekmann, Sören Becker, Sebastian Bosse, Detlev Marpe, Thomas Wiegand
XPSNR: A Low-Complexity Extension of the Perceptually Weighted Peak Signal-to-Noise Ratio for High-Resolution Video Quality Assessment,
Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), Barcelona, Spain, IEEE, May 2020
2019
- Mischa Siekmann, Sebastian Bosse, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
Data-driven Optimization of Row-Column Transforms for Block-Based Hybrid Video Compression,
Picture Coding Symposium (PCS), Ningbo, China, pp. 1-5, November 2019, doi: 10.1109/PCS48520.2019.8954516 - Sören Becker, Klaus-Robert Müller, Thomas Wiegand, Sebastian Bosse
A Neural Network Model of Spatial Distortion Sensitivity for Video Quality Estimation,
IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), Pittsburgh, PA, USA, pp. 1-6, October 2019, doi: 10.1109/MLSP.2019.8918899 - Sebastian Bosse, Michael Dietzel, Sören Becker, Christian R. Helmrich, Mischa Siekmann, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
Neural Network Guided Perceptually Optimized Bit-Allocation for Block-Based Image and Video Compression,
Int. Conf. Image Processing (ICIP), Taipei, Taiwan, IEEE, pp. 126-130, September 2019, doi: 10.1109/ICIP.2019.8802925 - Johannes Erfurt, Christian R. Helmrich, Sebastian Bosse, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
A Study of the Perceptually Weighted Peak Signal-To-Noise Ratio (WPSNR) for Image Compression,
Int. Conf. Image Processing (ICIP), Taipei, Taiwan, IEEE, pp. 2339-2343, September 2019, doi: 10.1109/ICIP.2019.8803307 - Christian R. Helmrich, Sebastian Bosse, Mischa Siekmann, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
Perceptually Optimized Bit-Allocation and Associated Distortion Measure for Block-Based Image or Video Coding,
Data Compression Conference (DCC), Snowbird, USA, IEEE, pp. 172-181, March 2019, doi: 10.1109/DCC.2019.00025
2018
- Sebastian Bosse, Sören Becker, Zacharias V. Fisches, Wojciech Samek, Thomas Wiegand
Neural Network-based Estimation of Distortion Sensitivity for Image Quality Prediction,
Proceedings of the IEEE International Conference on Image Processing (ICIP), Athens, Kefalonia, Greece, pp. 629-633, October 2018, doi: 10.1109/ICIP.2018.8451261 - Christian R. Helmrich, Sebastian Bosse, Paul Keydel, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
A Spectrally Adaptive Noise Filling Tool for Perceptual Transform Coding of Still Images,
Int. Conf. Consumer Electronics (ICCE), Berlin, Germany, IEEE, September 2018, doi: 10.1109/ICCE-Berlin.2018.8576238 - Sebastian Bosse, Milena Bagdasarian, Wojciech Samek, Gabriel Curio, Thomas Wiegand
On the Stimulation Frequency in SSVEP-based Image Quality Assessment,
Proceedings of the 10th International Conference on Quality of Multimedia Experience (QoMEX), Sardinia, Italy, pp. 1-6, May 2018, doi: 10.1109/QoMEX.2018.8463381
2017
- Sebastian Bosse, Mischa Siekmann, Wojciech Samek, Thomas Wiegand
A Perceptually Relevant Shearlet-Based Adaptation of the PSNR,
Proceedings of the IEEE International Conference on Image Processing (ICIP), Beijing, China, pp. 315-319, September 2017, doi: 10.1109/icip.2017.8296294 - Forooz Shahbazi Avarvand, Sebastian Bosse, Guido Nolte, Thomas Wiegand, Wojciech Samek
Measuring the Quality of 3D Visualizations using EEG: A Time-Frequency Approach,
Proceedings of 7th Graz Brain-Computer Interface Conference, Graz, Austria, pp. 441-446, September 2017, doi: 10.3217/978-3-85125-533-1-81 - Forooz Shahbazi Avarvand, Sebastian Bosse, Guido Nolte, Thomas Wiegand, Wojciech Samek
Quality Assessment of 3D Visualizations with Vertical Disparity: An ERP Approach,
Proceedings of 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island, South Korea, pp. 4391-4394, July 2017, doi: 10.1109/embc.2017.8037829
2016
- Sebastian Bosse, Dominique Maniry, Klaus-Robert Müller, Thomas Wiegand, Wojciech Samek
Neural Network-Based Full-Reference Image Quality Assessment,
Proceedings of the Picture Coding Symposium (PCS), Nürnberg, Germany, pp. 1-5, December 2016, doi: 10.1109/pcs.2016.7906376 - Sebastian Bosse, Klaus-Robert Müller, Thomas Wiegand, Wojciech Samek
Brain-Computer Interfacing for Multimedia Quality Assessment,
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC), Budapest, Hungary, pp. 002834-002839, October 2016, doi: 10.1109/smc.2016.7844669 - Vignesh Srinivasan, Serhan Gül, Sebastian Bosse, Jan Timo Meyer, Thomas Schierl, Cornelius Hellge, Wojciech Samek
On the robustness of action recognition methods in compressed and pixel domain,
Proceedings of the European Workshop on Visual Information Processing (EUVIP), Marseille, France, pp. 1-6, October 2016, doi: 10.1109/euvip.2016.7764584 - Sebastian Bosse, Dominique Maniry, Thomas Wiegand, Wojciech Samek
A Deep Neural Network for Image Quality Assessment,
Proceedings of the IEEE International Conference on Image Processing (ICIP), Phoenix, Arizona, USA, pp. 3773-3777, September 2016, doi: 10.1109/icip.2016.7533065 - Sebastian Bosse, Qiaobo Chen, Mischa Siekmann, Wojciech Samek, Thomas Wiegand
Shearlet-based Reduced Reference Image Quality Assessment,
Proceedings of the IEEE International Conference on Image Processing (ICIP), Phoenix, Arizona, USA, pp. 2052-2056, September 2016, doi: 10.1109/icip.2016.7532719 - Sebastian Bosse, Mischa Siekmann, Jennifer Rasch, Thomas Wiegand, Wojciech Samek
Quality Assessment of Image Patches Distorted by Image Compression Using Crowdsourcing,
Proceedings of the IEEE International Conference on Multimedia and Expo (ICME), Seattle, Washington, USA, pp. 1-6, July 2016, doi: 10.1109/icme.2016.7552958 - Sebastian Bosse, Dominique Maniry, Klaus-Robert Müller, Thomas Wiegand, Wojciech Samek
Full-Reference Image Quality Assessment Using Neural Networks,
Proceedings of the 8th International Conference on Quality of Multimedia Experience (QoMEX), Lisbon, Portugal, June 2016
2015
- Sebastian Bosse, Anne K. Porbadnigk, Gabrial Curio, Klaus-Robert Müller, Benjamin Blankertz, Thomas Wiegand
Neurophysiological assessment of perceived image quality using steady-state visual evoked potentials,
Proceedings of SPIE 9599, Applications of Digital Image Processing XXXVIII, San Diego, California, USA, pp. 1987-1991, August 2015, doi: 10.1117/12.2193684 - Andre Seixas Dias, Mischa Siekmann, Sebastian Bosse, Heiko Schwarz, Detlev Marpe, Marta Mrak
Rate-distortion optimised quantisation for HEVC using spatial just noticeable distortion,
Proceedings of the European Signal Processing Conference (EUSIPCO), Nice, France, pp. 110-114, August 2015, doi: 10.1109/eusipco.2015.7362355 - Andre Seixas Dias, Sebastian Schwarz, Sebastian Bosse, Mischa Siekmann, Heiko Schwarz, Detlev Marpe, John Zubrzycki, Marta Mrak
Perceptually optimized video compression,
IEEE International Conference on Multimedia and Expo Workshops (ICMEW) 2015, Torino, Italy, pp. 1-4, July 2015, doi: 10.1109/icmew.2015.7169819
2014
- Sebastian Bosse, Laura Acqualagna, Anne K. Porbadnigk, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller, Thomas Wiegand
Neurally informed assessment of perceived natural texture image quality,
IEEE International Conference on Image Processing (ICIP) 2014, Paris, France, pp. 1987-1991, October 2014, doi: 10.1109/ICIP.2014.7025398
2012
- 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
Extension of High Efficiency Video Coding (HEVC) for multiview video and depth data,
Proceedings of IEEE International Conference on Image Processing (ICIP'12), Florida, Orlando, Florida, USA, October 2012 - Sebastian Bosse, Heiko Schwarz, Tobias Hinz, Thomas Wiegand
Encoder Control for Renderable Regions in High Efficiency 3D Video plus Depth Coding,
Picture Coding Symposium (PCS 2012), Krakow, Poland, May 2012 - Heiko Schwarz, Christian Bartnik, Sebastian Bosse, Heribert Brust, Tobias Hinz, Haricharan Lakshman, Detlev Marpe, Philipp Merkle, Karsten Müller, Hunn Hunn Rhee, Gerhard Tech, Martin Winken, Thomas Wiegand
3D Video Coding Using Advanced Prediction, Depth Modeling, and Encoder Control Methods,
Picture Coding Symposium (PCS 2012), Krakow, Poland, May 2012
2011
- Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Sebastian Bosse, Benjamin Bross, Philipp Helle, Tobias Hinz, Heiner Kirchhoffer, Harichar Lakshman, Tung Nguyen, Simon Oudin, Mischa Siekmann, Karsten Sühring, Martin Winken
Improved Video Compression Technology and the Emerging High Efficiency Video Coding (HEVC) Standard,
Proceedings of IEEE International Conference on Consumer Electronics, Berlin, Germany, September 2011 - Martin Winken, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Sebastian Bosse, Benjamin Bross, Philipp Helle, Tobias Hinz, Heiner Kirchhoffer, Harichar Lakshman, Tung Nguyen, Simon Oudin, Mischa Siekmann, Karsten Sühring
Highly Efficient Video Coding Based on Quadtree Structures, Improved Motion Compensation, and Probability Interval Partitioning Entropy Coding,
Proceedings of 14th ITG Conference on Electronic Media Technology, Dortmund, Germany, March 2011
2010
- Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Sebastian Bosse, Benjamin Bross, Philipp Helle, Tobias Hinz, Heiner Kirchhoffer, Haricharan Lakshman, Tung Nguyen, Simon Oudin, Mischa Siekmann, Karsten Sühring, Martin Winken
Highly Efficient Video Compression Using Quadtree Structures and Improved Techniques for Motion Representation and Entropy Coding,
Picture Coding Symposium (PCS 2010), Nagoya, Japan, pp. 206-209, December 2010 - Mischa Siekmann, Sebastian Bosse, Heiko Schwarz, Thomas Wiegand
Separable Wiener Filter Based Adaptive In-Loop Filter for Video Coding,
Picture Coding Symposium (PCS 2010), Nagoya, Japan, pp. 70-73, December 2010
Contributions to Standardizations
2018
- Matthias Albrecht, Christian Bartnik, Sebastian Bosse, Jens Brandenburg, Benjamin Bross, Johannes Erfurt, Valeri George, Paul Haase, Philipp Helle, Christian Helmrich, Anastasia Henkel, Tobias Hinz, Jonathan Pfaff, Jennifer Rasch, Roman Rischke, Christian Rudat, Michael Schäfer, Thomas Schierl, Heiko Schwarz, Mischa Siekmann, Robert Skupin, Björn Stallenberger, Jan Stegemann, Karsten Sühring, Gerhard Tech, Gayathri Venugopal, Simone Walter, Adam Wieckowski, Thomas Wiegand, Martin Winken
Description of SDR, HDR and 360° video coding technology proposal by Fraunhofer HHI,
Joint Video Exploration Team (JVET) of ITU-T SG16 WP3 and ISO/IEC JTC1/SC29/WG11, JVET-J0014, San Diego, CA, USA, April 2018
2017
- Sebastian Bosse, Christian Helmrich, Heiko Schwarz, Detlev Marpe, Thomas Wiegand
Perceptually optimized QP adaptation and associated distortion measure,
Joint Video Exploration Team (JVET) of ITU-T SG16 WP3 and ISO/IEC JTC1/SC29/WG11, JVET-H0047, Macao, China, October 2017
2011
- 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
Description of 3D Video Coding Technology Proposal by Fraunhofer HHI (HEVC compatible configuration B),
MPEG Meeting ISO/IEC JTC1/SC29/WG11, Doc. MPEG11/M22571, Geneva, Switzerland, November 2011 - 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
Description of 3D Video Coding Technology Proposal by Fraunhofer HHI (HEVC compatible configuration A),
MPEG Meeting ISO/IEC JTC1/SC29/WG11, Doc. MPEG11/M22570, Geneva, Switzerland, November 2011 - 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
Description of 3D Video Coding Technology Proposal by Fraunhofer HHI (MVC compatible),
MPEG Meeting ISO/IEC JTC1/SC29/WG11, Doc. MPEG11/M22569, Geneva, Switzerland, November 2011 - N. Stefanoski, P. Espinosa, O. Wang, M. Lang, A. Smolic, Sebastian Bosse, M. Farre, Karsten Müller, Heiko Schwarz, Martin Winken, Thomas Wiegand
Description of 3D Video Coding Technology Proposal by Disney Research Zurich and Fraunhofer HHI,
MPEG Meeting - ISO/IEC JTC1/SC29/WG11, Doc. MPEG11/M22668, Geneva, Switzerland, November 2011 - Philipp Merkle, F. Jäger, Sebastian Bosse, Karsten Müller
HEVC Anchors and Target Bit Rates for 3DV CfP,
MPEG Meeting - ISO/IEC JTC1/SC29/WG11, Doc. MPEG11/M21217, Torino, Italy, July 2011
2010
- Martin Winken, Sebastian Bosse, Benjamin Bross, Philipp Helle, Tobias Hinz, Heiner Kirchhoffer, Haricharan Lakshman, Detlev Marpe, Simon Oudin, Matthias Preiß, Heiko Schwarz, Mischa Siekmann, Karsten Sühring, Thomas Wiegand
Description of video coding technology proposal by Fraunhofer HHI,
Joint Collaborative Team on Video Coding, Doc. JCTVC-A116, Dresden, Germany, April 2010
Talks
2023
- Sebastian Bosse
Towards Neural Representations of Perceived Visual Quality,
Leica, Computational Imaging Forum, Wetzlar, May 2023, Invited Talk
2022
- Sebastian Bosse
Digital agriculture in research and standardization,
K.I.E.Z, Berlin Partner & DFKI, AI Monday, Berlin, November 2022, Invited Talk - Sebastian Bosse
Building infrastructure frameworks for digital agriculture,
Gobal Solutions Initiative, Enabling Policies for Digitalization in Agriculture – Workshop 2: Identifying Policy Solutions, virtual meeting, November 2022, Invited Talk - Sebastian Bosse
Digital Agriculture in Research and Standardization,
Berlin Partner, DFKI, AI Monday, Berlin, November 2022, Invited Talk - Sebastian Bosse
From the farmer into the computer: Transferring agricultural domain knowledge into learning systems,
Hochschule Weihenstephan-Triesdorf, KI-Symposion "Artificial Intelligence for Life", Weihenstephan-Triesdorf, October 2022, Invited Talk - Sebastian Bosse
Neural approaches to visual quality estimation,
NTNU, color and Visual Computing Symposium, Gjøvik, Norwegen, September 2022, Invited Talk - Sebastian Bosse
Neural Approaches to Visual Quality Estimation,
NTNU, Color and Visual Computing Symposium, Gjøvik, Norwegen, September 2022, Invited Talk - Sebastian Bosse
Towards neural representations of perceived visual quality,
Society for Imaging Science and Technology, Electronic Imaging, virtual, January 2022, Invited Talk
2021
- Sebastian Bosse
AI in Agriculture,
DWIH New Delhi, AI and SDGs, Neu-Delhi, July 2021, Invited Talk
2020
- Sören Becker, Sebastian Bosse
Learning Approaches to Perceptual Quality Prediction,
IEEE ICIP, Tutorial, Abu Dhabi, United Arab Emirates, October 2020, Talk - Sebastian Bosse
Psychophysiological Assessment of Perceived Quality: Towards an Objective Measurement of Subjective Quality of Experience,
Uni Konstanz, SFB-TRR 161 Talk, Konstanz, February 2020, Invited Talk
2019
- Sebastian Bosse
From psychophysics to distortion sensitivity with deep learning-based visual quality estimation: From models of quality and towards models of perception,
CNRS, Réunions scientifiques du GdR ISIS, Paris, November 2019, Invited Talk - Sebastian Bosse
Data-driven estimation and neuro-physiological assessment of perceived visual quality,
TU Braunschweig, Braunschweig, April 2019, Invited Talk
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