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JPEG XS—A New Standard for Visually Lossless Low-Latency Lightweight Image Coding | IEEE Journals & Magazine | IEEE Xplore

JPEG XS—A New Standard for Visually Lossless Low-Latency Lightweight Image Coding


Abstract:

Joint Photographic Experts Group (JPEG) XS is a new International Standard from the JPEG Committee (formally known as ISO/International Electrotechnical Commission (IEC) ...Show More

Abstract:

Joint Photographic Experts Group (JPEG) XS is a new International Standard from the JPEG Committee (formally known as ISO/International Electrotechnical Commission (IEC) JTC1/SC29/WG1). It defines an interoperable, visually lossless low-latency lightweight image coding that can be used for mezzanine compression within any AV market. Among the targeted use cases, one can cite video transport over professional video links (serial digital interface (SDI), internet protocol (IP), and Ethernet), real-time video storage, memory buffers, omnidirectional video capture and rendering, and sensor compression (for example, in cameras and the automotive industry). The core coding system is composed of an optional color transform, a wavelet transform, and a novel entropy encoder, processing groups of coefficients by coding their magnitude level and packing the magnitude refinement. Such a design allows for visually transparent quality at moderate compression ratios, scalable end-to-end latency that ranges from less than one line to a maximum of 32 lines of the image, and a low-complexity real-time implementation in application-specific integrated circuit (ASIC), field-programmable gate array (FPGA), central processing unit (CPU), and graphics processing unit (GPU). This article details the key features of this new standard and the profiles and formats that have been defined so far for the various applications. It also gives a technical description of the core coding system. Finally, the latest performance evaluation results of recent implementations of the standard are presented, followed by the current status of the ongoing standardization process and future milestones.
Published in: Proceedings of the IEEE ( Volume: 109, Issue: 9, September 2021)
Page(s): 1559 - 1577
Date of Publication: 28 May 2021

ISSN Information:

Author image of Antonin Descampe
Université catholique de Louvain (UCLouvain), Louvain-la-Neuve, Belgium
Antonin Descampe received the master’s degree in telecommunications from CentraleSupelec (formerly Ecole Centrale Paris), Gif-sur-Yvette, France, in 2002, and the master’s and Ph.D. degrees in electrical engineering from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium, in 2003 and 2008, respectively.
During his Ph.D. and post-doctoral research, he worked in the field of machine learnin...Show More
Antonin Descampe received the master’s degree in telecommunications from CentraleSupelec (formerly Ecole Centrale Paris), Gif-sur-Yvette, France, in 2002, and the master’s and Ph.D. degrees in electrical engineering from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium, in 2003 and 2008, respectively.
During his Ph.D. and post-doctoral research, he worked in the field of machine learnin...View more
Author image of Thomas Richter
Fraunhofer IIS, Erlangen, Germany
Thomas Richter (Member, IEEE) received the Ph.D. degree in mathematical physics from the Berlin Institute of Technology (TU Berlin), Berlin, Germany, in 2000.
He moved to AlgoVison Technology GmbH for working on Joint Photographic Experts Group (JPEG) 2000. In 2002, he moved to the Multimedia Center, TU Berlin, and in 2007, to the Computing Center, University of Stuttgart, Stuttgart, Germany. Since 2017, he has been with F...Show More
Thomas Richter (Member, IEEE) received the Ph.D. degree in mathematical physics from the Berlin Institute of Technology (TU Berlin), Berlin, Germany, in 2000.
He moved to AlgoVison Technology GmbH for working on Joint Photographic Experts Group (JPEG) 2000. In 2002, he moved to the Multimedia Center, TU Berlin, and in 2007, to the Computing Center, University of Stuttgart, Stuttgart, Germany. Since 2017, he has been with F...View more
Author image of Touradj Ebrahimi
École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
Touradj Ebrahimi (Fellow, IEEE) is currently a Professor of image processing with the École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland, where he has been active in teaching and research in multimedia signal processing. He is the Head of the Multimedia Signal Processing Group, EPFL. Since 2014, he has been the Convener of the Joint Photographic Experts Group (JPEG) standardization Committee that has p...Show More
Touradj Ebrahimi (Fellow, IEEE) is currently a Professor of image processing with the École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland, where he has been active in teaching and research in multimedia signal processing. He is the Head of the Multimedia Signal Processing Group, EPFL. Since 2014, he has been the Convener of the Joint Photographic Experts Group (JPEG) standardization Committee that has p...View more
Author image of Siegfried Foessel
Fraunhofer IIS, Erlangen, Germany
Siegfried Foessel (Senior Member, IEEE) received the Diploma and Ph.D. degrees in electrical engineering from the Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany, in 1989 and 2000, respectively.
He is currently the Head of the Moving Picture Technologies Department, Fraunhofer IIS, Erlangen. He is a Professor of the technology study program with the HFF Film School, Munich, Germany. He is a spokesperso...Show More
Siegfried Foessel (Senior Member, IEEE) received the Diploma and Ph.D. degrees in electrical engineering from the Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany, in 1989 and 2000, respectively.
He is currently the Head of the Moving Picture Technologies Department, Fraunhofer IIS, Erlangen. He is a Professor of the technology study program with the HFF Film School, Munich, Germany. He is a spokesperso...View more
Author image of Joachim Keinert
Fraunhofer IIS, Erlangen, Germany
Joachim Keinert received the Diploma degree from the University of Stuttgart, Stuttgart, Germany, the Diploma degree from Télécom ParisTech (formerly ENST), Paris, France, in 2004, and the Ph.D. degree (honors) in electronic system-level design for image processing applications in 2009.
He is the Head of the Computational Imaging and Algorithms Group, Fraunhofer IIS, Erlangen, Germany. His research interests focus on light...Show More
Joachim Keinert received the Diploma degree from the University of Stuttgart, Stuttgart, Germany, the Diploma degree from Télécom ParisTech (formerly ENST), Paris, France, in 2004, and the Ph.D. degree (honors) in electronic system-level design for image processing applications in 2009.
He is the Head of the Computational Imaging and Algorithms Group, Fraunhofer IIS, Erlangen, Germany. His research interests focus on light...View more
Author image of Tim Bruylants
intoPIX SA, Mont-Saint-Guibert, Belgium
Tim Bruylants received the master’s degree in computer science in 2001 and the D.E. degree in 2015.
He is an experienced software engineer with a demonstrated history of working in both the academic world and the semiconductors industry. With over 15 years of experience in ISO/International Electrotechnical Commission (IEC) SC 29/WG1 [Joint Photographic Experts Group (JPEG)], he is actively working as a Standardization Eng...Show More
Tim Bruylants received the master’s degree in computer science in 2001 and the D.E. degree in 2015.
He is an experienced software engineer with a demonstrated history of working in both the academic world and the semiconductors industry. With over 15 years of experience in ISO/International Electrotechnical Commission (IEC) SC 29/WG1 [Joint Photographic Experts Group (JPEG)], he is actively working as a Standardization Eng...View more
Author image of Pascal Pellegrin
intoPIX SA, Mont-Saint-Guibert, Belgium
Pascal Pellegrin graduated from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium.
He is an expert in digital electronic design and image compression. He joined intoPIX, Mont-Saint-Guibert, Belgium, in 2006, where he is currently leading the Research and Development Team to provide innovative solutions to the audio–visual market (cinema, broadcast, and ProAV). He was deeply involved in t...Show More
Pascal Pellegrin graduated from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium.
He is an expert in digital electronic design and image compression. He joined intoPIX, Mont-Saint-Guibert, Belgium, in 2006, where he is currently leading the Research and Development Team to provide innovative solutions to the audio–visual market (cinema, broadcast, and ProAV). He was deeply involved in t...View more
Author image of Charles Buysschaert
intoPIX SA, Mont-Saint-Guibert, Belgium
Charles Buysschaert received the master’s degree in electromechanical engineering from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium.
He started his career as an embedded software developer in the automotive and then joined the broadcast industry, working at Grass Valley. In 2009, he joined intoPIX, Mont-Saint-Guibert, Belgium, bringing complementary software expertise to the develop...Show More
Charles Buysschaert received the master’s degree in electromechanical engineering from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium.
He started his career as an embedded software developer in the automotive and then joined the broadcast industry, working at Grass Valley. In 2009, he joined intoPIX, Mont-Saint-Guibert, Belgium, bringing complementary software expertise to the develop...View more
Author image of Gaël Rouvroy
intoPIX SA, Mont-Saint-Guibert, Belgium
Gaël Rouvroy received the master’s and Ph.D. degrees in electronics and mechanics engineering from the Université catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium, in 2001 and 2004, respectively.
He is a leading expert in electronic design and image algorithms. His specializations are secure and reconfigurable hardware compression, cryptographic hardware, block ciphers, DRM, watermarking, and image and video comp...Show More
Gaël Rouvroy received the master’s and Ph.D. degrees in electronics and mechanics engineering from the Université catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium, in 2001 and 2004, respectively.
He is a leading expert in electronic design and image algorithms. His specializations are secure and reconfigurable hardware compression, cryptographic hardware, block ciphers, DRM, watermarking, and image and video comp...View more

Author image of Antonin Descampe
Université catholique de Louvain (UCLouvain), Louvain-la-Neuve, Belgium
Antonin Descampe received the master’s degree in telecommunications from CentraleSupelec (formerly Ecole Centrale Paris), Gif-sur-Yvette, France, in 2002, and the master’s and Ph.D. degrees in electrical engineering from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium, in 2003 and 2008, respectively.
During his Ph.D. and post-doctoral research, he worked in the field of machine learning and image processing. In this context, he cofounded intoPIX, Mont-Saint-Guibert, Belgium, where he has been involved in the development and standardization of new image and video compression technologies. He is currently an Assistant Professor with the Media Innovation and Intelligibility Laboratory (MiiL), UCLouvain. He has been one of the project leaders of the Joint Photographic Experts Group (JPEG) XS standardization effort. His research interests include image and video processing, algorithmic accountability, and AI in the media and journalistic context.
Dr. Descampe is an Active Member of ISO (JPEG and MPEG), VSF, and SMPTE.
Antonin Descampe received the master’s degree in telecommunications from CentraleSupelec (formerly Ecole Centrale Paris), Gif-sur-Yvette, France, in 2002, and the master’s and Ph.D. degrees in electrical engineering from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium, in 2003 and 2008, respectively.
During his Ph.D. and post-doctoral research, he worked in the field of machine learning and image processing. In this context, he cofounded intoPIX, Mont-Saint-Guibert, Belgium, where he has been involved in the development and standardization of new image and video compression technologies. He is currently an Assistant Professor with the Media Innovation and Intelligibility Laboratory (MiiL), UCLouvain. He has been one of the project leaders of the Joint Photographic Experts Group (JPEG) XS standardization effort. His research interests include image and video processing, algorithmic accountability, and AI in the media and journalistic context.
Dr. Descampe is an Active Member of ISO (JPEG and MPEG), VSF, and SMPTE.View more
Author image of Thomas Richter
Fraunhofer IIS, Erlangen, Germany
Thomas Richter (Member, IEEE) received the Ph.D. degree in mathematical physics from the Berlin Institute of Technology (TU Berlin), Berlin, Germany, in 2000.
He moved to AlgoVison Technology GmbH for working on Joint Photographic Experts Group (JPEG) 2000. In 2002, he moved to the Multimedia Center, TU Berlin, and in 2007, to the Computing Center, University of Stuttgart, Stuttgart, Germany. Since 2017, he has been with Fraunhofer IIS, Erlangen, Germany, where he is currently a Senior Research Scientist.
Dr. Richter has been a member of ISO SC29 WG01 (JPEG) since 2001. He edited multiple standards, among them ISO/International Electrotechnical Commission (IEC) 18477 (JPEG XT) and ISO/IEC 21122–1 (JPEG XS).
Thomas Richter (Member, IEEE) received the Ph.D. degree in mathematical physics from the Berlin Institute of Technology (TU Berlin), Berlin, Germany, in 2000.
He moved to AlgoVison Technology GmbH for working on Joint Photographic Experts Group (JPEG) 2000. In 2002, he moved to the Multimedia Center, TU Berlin, and in 2007, to the Computing Center, University of Stuttgart, Stuttgart, Germany. Since 2017, he has been with Fraunhofer IIS, Erlangen, Germany, where he is currently a Senior Research Scientist.
Dr. Richter has been a member of ISO SC29 WG01 (JPEG) since 2001. He edited multiple standards, among them ISO/International Electrotechnical Commission (IEC) 18477 (JPEG XT) and ISO/IEC 21122–1 (JPEG XS).View more
Author image of Touradj Ebrahimi
École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
Touradj Ebrahimi (Fellow, IEEE) is currently a Professor of image processing with the École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland, where he has been active in teaching and research in multimedia signal processing. He is the Head of the Multimedia Signal Processing Group, EPFL. Since 2014, he has been the Convener of the Joint Photographic Experts Group (JPEG) standardization Committee that has produced a family of standards that have revolutionized the world of imaging. He represents Switzerland as the Head of its delegation to JTC1 [in charge of standardization of information technology in ISO and International Electrotechnical Commission (IEC)] and SC29 (the body overseeing MPEG and JPEG standardization) and is a member of International Telecommunication Union (ITU) representing EPFL. He has founded several startup and spinoff companies in the past two decades, including the most recent RayShaper SA, a research startup company based in Switzerland involved in AI-powered multimedia. He is the author or a coauthor of over 300 scientific publications. He holds a dozen invention patents. His areas of interest include image and video compression, media security, quality of experience in multimedia, and AI-based image and video processing and analysis.
Prof. Ebrahimi is a Fellow of Society of Photographic Instrumentation Engineers (SPIEs). He was a recipient of several awards and distinctions, including the IEEE Star Innovator Award in Multimedia. He was the Chairman of the SC29 Advisory Group on Management until 2014. He is also involved in Ecma International as a member of its ExeCom. He serves as a consultant, an evaluator, and an expert for the European Commission and other government funding agencies in Europe and advises a number of venture capital companies in Switzerland in their scientific and technical audits.
Touradj Ebrahimi (Fellow, IEEE) is currently a Professor of image processing with the École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland, where he has been active in teaching and research in multimedia signal processing. He is the Head of the Multimedia Signal Processing Group, EPFL. Since 2014, he has been the Convener of the Joint Photographic Experts Group (JPEG) standardization Committee that has produced a family of standards that have revolutionized the world of imaging. He represents Switzerland as the Head of its delegation to JTC1 [in charge of standardization of information technology in ISO and International Electrotechnical Commission (IEC)] and SC29 (the body overseeing MPEG and JPEG standardization) and is a member of International Telecommunication Union (ITU) representing EPFL. He has founded several startup and spinoff companies in the past two decades, including the most recent RayShaper SA, a research startup company based in Switzerland involved in AI-powered multimedia. He is the author or a coauthor of over 300 scientific publications. He holds a dozen invention patents. His areas of interest include image and video compression, media security, quality of experience in multimedia, and AI-based image and video processing and analysis.
Prof. Ebrahimi is a Fellow of Society of Photographic Instrumentation Engineers (SPIEs). He was a recipient of several awards and distinctions, including the IEEE Star Innovator Award in Multimedia. He was the Chairman of the SC29 Advisory Group on Management until 2014. He is also involved in Ecma International as a member of its ExeCom. He serves as a consultant, an evaluator, and an expert for the European Commission and other government funding agencies in Europe and advises a number of venture capital companies in Switzerland in their scientific and technical audits.View more
Author image of Siegfried Foessel
Fraunhofer IIS, Erlangen, Germany
Siegfried Foessel (Senior Member, IEEE) received the Diploma and Ph.D. degrees in electrical engineering from the Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany, in 1989 and 2000, respectively.
He is currently the Head of the Moving Picture Technologies Department, Fraunhofer IIS, Erlangen. He is a Professor of the technology study program with the HFF Film School, Munich, Germany. He is a spokesperson of the Fraunhofer Business Area Digital Media. He has published more than 70 publications. His previous research projects include the development of digital cinema cameras, such as ARRI D20/D21, certification test plan for digital cinema initiatives (DCI), standardization of digital cinema profiles for Joint Photographic Experts Group (JPEG) 2000 and development of postproduction tools for digital cinema (easyDCP and IMF), and immersive audio (MPEG-H).
Dr. Foessel is an SMPTE Fellow. He is a member and the chair of various national and international standardization bodies. He serves as the President of the Fernseh-und Kinotechnische Gesellschaft (FKTG), the German equivalent to SMPTE.
Siegfried Foessel (Senior Member, IEEE) received the Diploma and Ph.D. degrees in electrical engineering from the Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany, in 1989 and 2000, respectively.
He is currently the Head of the Moving Picture Technologies Department, Fraunhofer IIS, Erlangen. He is a Professor of the technology study program with the HFF Film School, Munich, Germany. He is a spokesperson of the Fraunhofer Business Area Digital Media. He has published more than 70 publications. His previous research projects include the development of digital cinema cameras, such as ARRI D20/D21, certification test plan for digital cinema initiatives (DCI), standardization of digital cinema profiles for Joint Photographic Experts Group (JPEG) 2000 and development of postproduction tools for digital cinema (easyDCP and IMF), and immersive audio (MPEG-H).
Dr. Foessel is an SMPTE Fellow. He is a member and the chair of various national and international standardization bodies. He serves as the President of the Fernseh-und Kinotechnische Gesellschaft (FKTG), the German equivalent to SMPTE.View more
Author image of Joachim Keinert
Fraunhofer IIS, Erlangen, Germany
Joachim Keinert received the Diploma degree from the University of Stuttgart, Stuttgart, Germany, the Diploma degree from Télécom ParisTech (formerly ENST), Paris, France, in 2004, and the Ph.D. degree (honors) in electronic system-level design for image processing applications in 2009.
He is the Head of the Computational Imaging and Algorithms Group, Fraunhofer IIS, Erlangen, Germany. His research interests focus on light-field imaging, depth acquisition, and low-complexity image coding. He actively contributes to the standardization of the Joint Photographic Experts Group (JPEG) XS low-complexity standard. He is experienced in the development of hardware and software for image processing in both embedded and general-purpose systems.
Joachim Keinert received the Diploma degree from the University of Stuttgart, Stuttgart, Germany, the Diploma degree from Télécom ParisTech (formerly ENST), Paris, France, in 2004, and the Ph.D. degree (honors) in electronic system-level design for image processing applications in 2009.
He is the Head of the Computational Imaging and Algorithms Group, Fraunhofer IIS, Erlangen, Germany. His research interests focus on light-field imaging, depth acquisition, and low-complexity image coding. He actively contributes to the standardization of the Joint Photographic Experts Group (JPEG) XS low-complexity standard. He is experienced in the development of hardware and software for image processing in both embedded and general-purpose systems.View more
Author image of Tim Bruylants
intoPIX SA, Mont-Saint-Guibert, Belgium
Tim Bruylants received the master’s degree in computer science in 2001 and the D.E. degree in 2015.
He is an experienced software engineer with a demonstrated history of working in both the academic world and the semiconductors industry. With over 15 years of experience in ISO/International Electrotechnical Commission (IEC) SC 29/WG1 [Joint Photographic Experts Group (JPEG)], he is actively working as a Standardization Engineer at intoPIX, Mont-Saint-Guibert, Belgium. He coauthored standards, such as JPEG 2000 Part-10 (JP3D), JPEG XS, and JPEG XT.
Tim Bruylants received the master’s degree in computer science in 2001 and the D.E. degree in 2015.
He is an experienced software engineer with a demonstrated history of working in both the academic world and the semiconductors industry. With over 15 years of experience in ISO/International Electrotechnical Commission (IEC) SC 29/WG1 [Joint Photographic Experts Group (JPEG)], he is actively working as a Standardization Engineer at intoPIX, Mont-Saint-Guibert, Belgium. He coauthored standards, such as JPEG 2000 Part-10 (JP3D), JPEG XS, and JPEG XT.View more
Author image of Pascal Pellegrin
intoPIX SA, Mont-Saint-Guibert, Belgium
Pascal Pellegrin graduated from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium.
He is an expert in digital electronic design and image compression. He joined intoPIX, Mont-Saint-Guibert, Belgium, in 2006, where he is currently leading the Research and Development Team to provide innovative solutions to the audio–visual market (cinema, broadcast, and ProAV). He was deeply involved in the creation of the Joint Photographic Experts Group (JPEG) XS compression algorithm, where his experience in both electronic and imaging allowed to keep the complexity of the codec very low. He is actively contributing to the development and the deployment of solutions based on JPEG XS with the intoPIX Team.
Pascal Pellegrin graduated from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium.
He is an expert in digital electronic design and image compression. He joined intoPIX, Mont-Saint-Guibert, Belgium, in 2006, where he is currently leading the Research and Development Team to provide innovative solutions to the audio–visual market (cinema, broadcast, and ProAV). He was deeply involved in the creation of the Joint Photographic Experts Group (JPEG) XS compression algorithm, where his experience in both electronic and imaging allowed to keep the complexity of the codec very low. He is actively contributing to the development and the deployment of solutions based on JPEG XS with the intoPIX Team.View more
Author image of Charles Buysschaert
intoPIX SA, Mont-Saint-Guibert, Belgium
Charles Buysschaert received the master’s degree in electromechanical engineering from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium.
He started his career as an embedded software developer in the automotive and then joined the broadcast industry, working at Grass Valley. In 2009, he joined intoPIX, Mont-Saint-Guibert, Belgium, bringing complementary software expertise to the development team. He has created and grown this software team to deliver 100% software-driven products, such as TICO-XS coding libraries to central processing unit (CPU) and graphics processing unit (GPU). He also contributed to the development of the TICO algorithm and Joint Photographic Experts Group (JPEG) XS mainly in the software modeling aspect.
Charles Buysschaert received the master’s degree in electromechanical engineering from the Université catholique de Louvain (UCLouvain), Ottignies-Louvain-la-Neuve, Belgium.
He started his career as an embedded software developer in the automotive and then joined the broadcast industry, working at Grass Valley. In 2009, he joined intoPIX, Mont-Saint-Guibert, Belgium, bringing complementary software expertise to the development team. He has created and grown this software team to deliver 100% software-driven products, such as TICO-XS coding libraries to central processing unit (CPU) and graphics processing unit (GPU). He also contributed to the development of the TICO algorithm and Joint Photographic Experts Group (JPEG) XS mainly in the software modeling aspect.View more
Author image of Gaël Rouvroy
intoPIX SA, Mont-Saint-Guibert, Belgium
Gaël Rouvroy received the master’s and Ph.D. degrees in electronics and mechanics engineering from the Université catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium, in 2001 and 2004, respectively.
He is a leading expert in electronic design and image algorithms. His specializations are secure and reconfigurable hardware compression, cryptographic hardware, block ciphers, DRM, watermarking, and image and video compression. He is a Cofounder of intoPIX, Mont-Saint-Guibert, Belgium, where he is currently the Chief Executive Officer and the Director of Technology. He is active in several standardization committees. He has presented over 30 articles on security, watermarking, image compression, and design strategies for cost-effective and low-power implementations. He is the inventor of several patents.
Gaël Rouvroy received the master’s and Ph.D. degrees in electronics and mechanics engineering from the Université catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium, in 2001 and 2004, respectively.
He is a leading expert in electronic design and image algorithms. His specializations are secure and reconfigurable hardware compression, cryptographic hardware, block ciphers, DRM, watermarking, and image and video compression. He is a Cofounder of intoPIX, Mont-Saint-Guibert, Belgium, where he is currently the Chief Executive Officer and the Director of Technology. He is active in several standardization committees. He has presented over 30 articles on security, watermarking, image compression, and design strategies for cost-effective and low-power implementations. He is the inventor of several patents.View more

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