IEEE Fellow; EURASIP Fellow; Distinguished Professor at CentraleSupélec, the graduate school of Engineering and System Sciences of University Paris-Saclay; Director of the Center for Visual Computing and Founder of the OPIS Inria group; Honorary senior member of the Institut Universitaire de France; Technical chairman of the IEEE ICASSP conference (Philadelphia) in 2005 and technical chairman of the IEEE ICIP conference (Bordeaux) in 2022.

Fellow and Former President of International Speech Communication Association (ISCA); Former President of the Association Francophone de la Communication Parle; Vice-president of Avignon University from 2008 to 2015; Professor of computer science (exceptional class) at LIA, the computer science laboratory of Avignon University; Director of the LIA from 2016 to 2020; Avignon University chair in Artificial Intelligence "LIAvignon", focused on "Speaker, Voice and Speech".

IEEE Life Fellow; IAMBE Fellow; AIMBE Fellow; EAMBES Fellow; Emeritus Research Director of the French National Institute of Health and Medical Research (INSERM), Professor at the University of Rennes 1, France, Professor at Southeast University, China, and Adjunct Professor at the New Jersey Institute of Technology, USA.

IEEE Fellow; IAPR Fellow; Founding Editor-in-Chief of the EURASIP journal on Image and Video Processing (SpringerOpen); Professor with the Department of Digital Security, EURECOM, Sophia Antipolis, France

IEEE Fellow; AAAS Fellow; IET Fellow; Fellow of the Washington Academy of Sciences; Member of IEEE Eta-Kappa Nu (IEEE Honor Society); Computer scientist at the US National Institute of Standards and Technology (NIST)

IEEE Fellow; William L. Root Collegiate Professor in the Department of Electrical Engineering and Computer Science, Professor in the Department of Biomedical Engineering and the Department of Radiology, the University of Michigan, USA; Recipient of the Francois Erbsmann Award in 1993, Edward Hoffman Medical Imaging Scientist Award in 2013, IEEE EMBS Technical Achievement Award in 2016, the Steven S. Attwood Award in 2023; Associate Editor for SIAM Journal on Imaging Sciences and Senior Associate Editor for T-CI.

IEEE Fellow; AAAS Fellow; SDPS Fellow; IETI Distinguished Fellow; President and Chair Professor of Bioinformatics and Medical Engineering with Asia University, Taiwan; Emeritus Professor at University of Illinois at Chicago; Co-Editor-in-Chief of the International Journal on Artificial Intelligence Tools.

ACM Fellow; IET Fellow; Member of Academia Europaea; Fellow of The Royal Academy of Engineering; Fellow of The City and Guilds of London Institute; Chartered Fellow of The British Computer Society; Professor of Distributed Computing at Imperial College London

Fellow of the Web Intelligence Academy (WIA); Senior Research Scientist at the Florida Institute for Human and Machine Cognition (IHMC), USA; Former Chair of ACM SIGART (now SIGAI); Former Chair of the RIACS Science Council for NASA Ames Research Center; Former advisor to the HCI and Visualization program at the German Research Center for Artificial Intelligence (DFKI); Former member of the Board on Global Science and Technology for the National Academies of Science, and the National Research Council (NRC) Committee on Emerging Cognitive Neuroscience Research; Recipient of the Boeing Achievement Award for Outstanding Performance in 1999 and Web Intelligence Consortium Outstanding Contributions Award in 2011.

Guggenheim Foundation Fellow; Fellow of the National Academy of Inventors (NAI); Fellow of the American Association for the Advancement of Science (AAAS); Fellow of the Association for Computing Machinery (ACM); Fellow of the Institute of Electrical and Electronics Engineers (IEEE); National Science Foundation Presidential Young Investigator; Fulbright Scholar; IBM Faculty Development Awardee; 17th Chancellor and Distinguished Professor Emeritus of Computer Science at the University of Mississippi; Adjunct Professor of Computer Science at Tulane University; faculty research and leadership positions held at the University of Kansas and at Texas A&M, Purdue, Duke, and Brown Universities.

INFORMS Fellow; Sebastian S. Kresge Professor Emeritus of Marketing and Professor Emeritus of Operations, Information, and Decisions at the Wharton School of the University of Pennsylvania, USA; Series Editor of Springer’s International Series in Quantitative Marketing and the Editor-in-Chief of Foundations and Trends in Marketing; Member of the Advisory Council of Harvard Business Review; Served on the Advisory Boards of the National Science Foundation and the American Councils for International Education; Elected Fellow of the ISMS--INFORMS Society for Marketing Science; Recipient of the AMA Marketing Research Gil Churchill Award.

Member of Academia Europaea; Honorary Member of Japanese Radiological Society; Honorary Member of Polish Medical Radiological Society; Recipient of Royal Decoration: Knight in the Order of the Dutch Lion, 2020 EAU Innovators in Urology Award, Dutch Radiology Wertheim-Salomonson Medal, SAR Lifetime Achievement Award, Queen Wilhelmina Research Award (€2,000,000), Best Scientific Paper European Urology 2017, 3x SCBTMR Lauterbur Award; Professor of Radiology at the Nijmegen Medical Center of Radboud University in Nijmegen, The Netherlands; Chair of the Prostate MR-Reference Center, Founding Member and Past-President of the International Cancer Imaging Society, and Past-President of the European Society of Urogenital Radiology (ESUR).

Member of the US National Academy of Sciences; Alfred P. Sloan Fellow; McKnight Scholar; Klingenstein Fellow; EJLB Foundation Scholar; Berthold and Belle N. Guggenhime Professor of Neurobiology at the Stanford University School of Medicine.

AAAI Fellow; AAAS Fellow; Professor of Computer Science, Department of Electrical Engineering and Computer Sciences, University of California at Berkeley

Fellow of the American Academy of Arts and Science; Fellow of the American Association for the Advancement of Science; Fellow of the Cognitive Science Society; Fellow of the Society of Experimental Psychologists; Former President of the Society for Mathematical Psychology; Distinguished Professor and Provost Professor in the Department of Psychological and Brain Sciences, Adjunct Professor in the Department of Statistics, the Indiana University, USA.

IEEE Fellow; Professor of Radiology, Biomedical Engineering, Electric and Computer Engineering, Professor of Computer Science; Co-Director of Laboratory for Imaging Research and Informatics (IRIS) at State University of New York at Stony Brook (SUNY-SB)

IEEE Life Fellow; IFSA Fellow; Distinguished Member of the IEEE Control Systems Society; Emeritus Professor of Electrical Engineering at the University of Southern California in Los Angeles