DMITRY B. GOLDGOF
Professor Goldgof research interests include Medical Image Analysis, Image and Video Processing, Computer Vision and Pattern Recognition, Ethics and Computing, Bioinformatics and Bioengineering More specifically, research interests are related to two broad thrusts. First thrust is in the area of biomedical image analysis and machine learning with application in MR, CT, PET and microscopy images, radiomics and bioinformatics. Second thrust is the area of motion analysis with biometrics, face analysis and surveilance applications. Additional interests include high performance issues of image analysis and machine learning algorithms and their performance evaluation. Dr. Goldgof has graduated 28 Ph.D. and 44 M.S. students, and has published over 95 journal and over 220 conference publications (with high citations, h=50, g=92), 20 books chapters and edited 5 books. His work has been funded by numerous agencies including NIH, NSF, ONR, DOD, VA, ARDA (IARPA), DARPA, NIST, FDOT, etc.
Professor Goldgof is a Fellow of the Institute of Electrical and Electronics Engineers (IEEE) "for contributions to computer vision and biomedical applications", Fellow of the International Association for Pattern Recognition (IAPR) "for contributions to computer vision, pattern recognition, and biomedical engineering", Fellow of the American Association for the Advancement of Science (AAAS) "for distiguished contribution to the fields of computer vision, pattern recognition and biomedical applications, particularly in biomedical image analysis", and Fellow of American Institute of Medical and Biomedical Engineering (AIMBE). In 2008 Professor Goldgof was selected for USF Theodore and Venette Askounes-Ashford Distinguished Scholar Award.
Professor Goldgof is active in professional society activities. He has served as the Member-at-Large (elected by SMC members) on the Board of Governors, IEEE Systems, Man and Cybernetics Society, 2010-2011, 2007, 2015-2017, and on IEEE Press editorial Board, 2012-2014, and 2015-2017 terms. Professor Goldgof is an Associate Editor for IEEE Transactions on Cybernetics and for International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI). Dr. Goldgof has served as a North American Editor for Image and Vision Computing Journal (1998-2007), member of the Editorial Board of the Pattern Recognition (1990-2001), member of International Association of Pattern Recognition (IAPR) Education Committee (2000 - 2002), Associate Editor for IEEE Transactions on Image Processing (1996-1998) and Editor of IEEE PAMI TC Newsletter (1993-1996). Dr. Goldgof is active within National Institutes of Health (NCI) Quantitative Imaging Network (QIN) having served on Image Analysis & Performance MetricsWorking Group (IAPMWG), member 2010 - present, Co-Chair 2011-2013, Pet/CTWorking Group, Co-Chair 2016-2017, Chair 2017-2018. and on RSNA, Quantitative Imaging Biomarkers Alliance (QIBA), Algorithm Comparison Group, 2012 - 2013. Dr. Goldgof is also involved in organization of numerous professional conferences including IEEE SMC, IEEE CVPR, SIBGRAPI, ICPR and numerous workshops (WACV, CBMS, MMBIA,WDIA, CAIP, etc.)