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 25 Ph.D. and 43 M.S. students, and has published 94 journal and over 200 conference publications (with high citations, h=50, g=88), 20 books chapters and edited 5 books. His work has been funded by numerous agencies including NIH, NSF, ONR, DOD, 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). Professor Goldgof has served as IEEE Distinguished Visitor 2004-2006. 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 is currently serving on IEEE Press editorial Board and on the Board of Governors of IEEE Systems, Man and Cybernetics Society. Professor Goldgof is an Associate Editor for IEEE Transactions on Systems, Man and Cybernetics, Part B 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 as co-chair of Image Analysis & Performance Metrics Working Group (IAPMWG) and its subgroups (PET-CT). 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.). In addition, Dr. Goldgof is current or past member of SPIE, OSA, Pattern Recognition Society, and the Honor Societies of of Phi Kappa Phi and Tau Beta Pi.