Biography
Martin Řeřábek was born in Pisek, Czech Republic. He received his PhD degree in 2013 from the Faculty of Electrical Engineering (FEE), Czech Technical University in Prague (CTU), Prague, Czech Republic. The main topic of his thesis was modeling of space variant optical systems and their impact to precision of scientific (astronomical) data processing.
Since September 2010 he worked first as a doctoral assistant, and then since 2013 as a postdoc, in Multimedia Signal Processing Group, which is led by Professor Touradj Ebrahimi, at École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland.
His main research interest is focused on image and video processing in immersive multimedia (UHD TV, 3D, HDR), evaluation and improvement of quality of experience, astronomical image processing, and biomedical signal processing.
In 2008 he studied at Department of Micro and Nanosciences, Helsinki University of Technology (TKK), Helsinki, Finland. Under supervision of Professor Ilkka Tittonen he was preparing the courses for students focused on the work with atomic force microscope.
In 2007 he worked at the Randall Division of Cell and Molecular Biophysics, King’s College London (KCL), London, UK under the supervision of Dr. Rainer Heintzmann on the resolution improvement of images obtained from wide-field microscope.
The main topic of his master thesis was Applications of Fourier Optics.
Main Publications
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Journal Articles
2018
Quality assessment of an HDR dual-layer backward-compatible codec compared to uncompromised SDR and HDR solutions
IEEE Transactions on Broadcasting. 2018. Vol. 64, num. 2, p. 422-431. DOI : 10.1109/TBC.2018.2823913.Evaluation of ICtCp color space and an Adaptive Reshaper for HDR and WCG
IEEE CONSUMER ELECTRONICS MAGAZINE. 2018. Vol. 7, num. 3, p. 38-47. DOI : 10.1109/MCE.2017.2714696.2017
Comparison and evaluation of light field image coding approaches
IEEE Journal of Selected Topics in Signal Processing. 2017. Vol. 11, num. 7, p. 1092-1106. DOI : 10.1109/JSTSP.2017.2740167.2016
Modeling Immersive Media Experiences by Sensing Impact on Subjects
Multimedia Tools and Applications. 2016. Vol. 75, p. 12409–12429. DOI : 10.1007/s11042-015-2980-z.Conference Papers
2017
Impact of interactivity on the assessment of quality of experience for light field content
2017. 9th International Conference on Quality of Multimedia Experience (QoMEX), Erfurt, Germany, May 31 – June 02, 2017. DOI : 10.1109/QoMEX.2017.7965636.On the performance of objective metrics for omnidirectional visual content
2017. 9th International Conference on Quality of Multimedia Experience (QoMEX 2017), Erfurt, Germany, May 31 – June 2, 2017. DOI : 10.1109/QoMEX.2017.7965660.2016
Objective and subjective evaluation of light field image compression algorithms
2016. 32nd Picture Coding Symposium, Nuremberg, Germany, December 4-7, 2016. DOI : 10.1109/PCS.2016.7906379.A new approach to subjectively assess quality of plenoptic content
2016. SPIE Optical Engineering + Applications, San Diego, California, USA, August 28 – September 1, 2016. p. 99710X-1-99710X-13. DOI : 10.1117/12.2240279.JPEG backward compatible coding of omnidirectional images
2016. SPIE Optics + Photonics, San Diego, California, USA, August 28 – September 1, 2016. p. 99711O-1-99711O-12. DOI : 10.1117/12.2240281.Testbed for subjective evaluation of omnidirectional visual content
2016. 32nd Picture Coding Symposium (PCS), Nuremberg, Germany, December 4-7, 2016. DOI : 10.1109/PCS.2016.7906378.New Light Field Image Dataset
2016. 8th International Conference on Quality of Multimedia Experience (QoMEX), Lisbon, Portugal, June 6-8, 2016.Subjective and Objective Evaluation of HDR Video Coding Technologies
2016. 8th International Conference on Quality of Multimedia Experience (QoMEX), Lisbon, Portugal, June 6-8, 2016. DOI : 10.1109/QoMEX.2016.7498943.Towards prediction of Sense of Presence in immersive audiovisual communications
2016. Human Vision and Electronic Imaging (HVEI) 2016, San Francisco, February 14-18, 2016. DOI : 10.2352/ISSN.2470-1173.2016.16.HVEI-128.2015
Towards high dynamic range extensions of HEVC: subjective evaluation of potential coding technologies
2015. SPIE Optical Engineering + Applications, San Diego, California, USA, August 10-13, 2015. p. 95990G. DOI : 10.1117/12.2193832.Multimodal Dataset for Assessment of Quality of Experience in Immersive Multimedia
2015. ACMMULTIMEDIA 2015 (ACM MM), Brisbane, Australia, October 26-30, 2015. DOI : 10.1145/2733373.2806387.Quality Evaluation of HEVC and VP9 Video Compression in Real-Time Applications
2015. 7th International Workshop on Quality of Multimedia Experience (QoMEX), Costa Navarino, Messinia, Greece, May 26-29, 2015. DOI : 10.1109/QoMEX.2015.7148088.Subjective and objective evaluation of HDR video compression
2015. 9th International Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM), Chandler, Arizona, USA, February 5-6, 2015.2014
Evaluation of privacy in high dynamic range video sequences
2014. SPIE Optical Engineering + Applications, San Diego, California, USA, August 18-21, 2014. DOI : 10.1117/12.2065559.Comparison of compression efficiency between HEVC/H.265 and VP9 based on subjective assessments
2014. SPIE Optical Engineering + Applications, San Diego, California, USA, August 18-21, 2014. DOI : 10.1117/12.2065561.EEG correlates during video quality perception
2014. 22nd European Signal Processing Conference (EUSIPCO), Lisbon, Portugal, September 1-5, 2014.Predicting Subjective Sensation of Reality During Multimedia Consumption Based on EEG and Peripheral Physiological Signals
2014. IEEE International Conference on Multimedia and Expo (ICME), Chengdu, China, July 14-18, 2014. DOI : 10.1109/ICME.2014.6890239.A new database of still and moving High Dynamic Range pictures
2014. HDRi2014 -Second International Conference and SME Workshop on HDR imaging, Sarajevo, Bosnia and Herzegovina, March 04-05, 2014.Audiovisual focus of attention and its application to Ultra High Definition video compression
2014. SPIE electronic Imaging, San Francisco, California, USA, February 02, 2014. DOI : 10.1117/12.2047850.User-independent classification of 2D versus 3D multimedia experiences through EEG and physiological signals
2014. 8th International Workshop on Video Processing and Quality Metrics for Consumer Electronics – VPQM 2014, Chandler, Arizona, USA, January 30-31, 2014.Subjective evaluation of an active crosstalk reduction system for mobile autostereoscopic displays
2014. SPIE Electronic Imaging, San Francisco, California, USA, February 2-6, 2014. DOI : 10.1117/12.2040391.2013
JPEG backward compatible format for 3D content representation
2013. 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Services, Paris, France, July 3-5, 2013. DOI : 10.1109/WIAMIS.2013.6616156.Automatic defect detection in video archives – Application to Montreux Jazz Festival Digital Archives
2013. SPIE Optical Engineering + Applications, San Diego, California, USA, August 25-29, 2013. p. 88560R. DOI : 10.1117/12.2026875.Subjective evaluation of HEVC intra coding for still image compression
2013. Seventh International Workshop on Video Processing and Quality Metrics for Consumer Electronics – VPQM 2013, Scottsdale, Arizona, USA, January 30 – February 1, 2013.2012
Subjective quality evaluation of the upcoming HEVC video compression standard
2012. SPIE Optical Engineering + Applications, San Diego, California, USA, August 13-16, 2012. DOI : 10.1117/12.946036.Comparison of 3D portable display restitution techniques based on stereo and motion parallax
2012. QoMEX 2012, Yarra Valley, 5-7 July 2012. p. 80-85. DOI : 10.1109/QoMEX.2012.6263858.Towards certification of 3D video quality assessment
2012. 6th International Workshop on Video Processing and Quality Metrics for Consumer Electronics – VPQM 2012, Scottsdale, Arizona, USA, January 19-20, 2012.2011
Motion Parallax Based Restitution of 3D Images on Legacy Consumer Mobile Devices
2011. 13th international workshop on multimedia signal processing, Hangzhou, China, October 17-19, 2011. DOI : 10.1109/MMSP.2011.6093789.Theses
2020
Image Compression and Quality Assessment using Convolutional Neural Networks
Lausanne, EPFL, 2020.2019
Context-based Quality of Experience in Immersive Multimedia
Lausanne, EPFL, 2019.Book Chapters
2013
3D Video Quality Assessment
Emerging Technologies for 3D Video: Creation, Coding, Transmission and Rendering; John Wiley & Sons Inc, 2013. p. 378-393.Working Papers
2016
[JCT-VC contribution] HDR CE3: Results of subjective evaluations conducted with the DSIS method
2016
2015
[ISO/IEC JTC 1/SC 29/WG1 contribution] EPFL Light-Field Image Dataset
2015
[ISO/IEC MPEG contribution] Results of HDR CfE subjective evaluations conducted at EPFL
2015
2014
[ISO/IEC MPEG contribution] Correlation of subjective scores and objective metrics for HDR video quality assessment
2014
2013
[JCT-VC contribution] AhG4: Subjective evaluation of HEVC intra coding for still image compression
2013
2012
[ISO/IEC MPEG contribution] 3DV: Objective quality measurement for the 2-view case scenario
2012