People

Dmitry B. Goldgof

D. Goldgof

Professor and Vice Chair

ENB 326 | 813-974-4055 | goldgof@mail.usf.edu


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Biography

Dr. Dmitry B. Goldgof is an educator and scientist working in the area of 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 video motion analysis with biometrics, face analysis, surveillance and biomedical applications. Dr. Goldgof is currently professor and vice chair in the Department of Computer Science and Engineering at the University of South Florida (USF) in Tampa, FL. He has graduated 28 PhD and 44 MS students, published over 95 journal, 220 conference papers, 20 books chapters; and edited 5 books (GS citations impact: h-index 50, g-index 92). Dr. Goldgof is a Fellow of IEEE, a Fellow of IAPR, a Fellow of AAAS and a Fellow of AIMBE. Detailed biography can be found here.

Research Interests

Medical image analysis; image and video processing; computer vision and pattern recognition; ethics and computing; bioinformatics and bioengineering

Teaching Interests

Medical image analysis; image and video processing; computer vision and pattern recognition; ethics and computing; bioinformatics and bioengineering

Education

PhD in Electrical Engineering, University of Illinois at Urbana-Champaign (1989)
MS in Computer and Systems Engineering, Rensselaer Polytechnic Institute (1985)
BS in Computer Science, Moscow Forest Engineering Institute (1979)

Honors and Awards

Invited Talk, "Image Analysis in Radiomics: Challenges and Opportunities", IEEE International Symposium on Multimedia, Miami, FL (December 2015)
Keynote Talk, "Radiomics, Big Data and Cloud Computing", 2015 International Workshop on Complex Systems and their Modeling, Control, Scheduling and Security Management, Macau, China, October 2015
Invited Talk, "Radiomics, Big Data and Cloud Computing", University of Macau, Macau, China (October 2015)
Member-at-Large (elected by SMC members), Board of Governors, Systems, Man and Cybernetics Society (2010 - 2011, 2007, 2015 - 2017)
Invited Talk, UCR IGERT Retreat on Video Bioinformatics, Lake Arrowhead, CA (October 2014)
Invited Talk, "Image Analysis and Data Mining in support of Radiomics", Institute of Automation, Chinese Academy of Sciences, Beijing, China (May 2013)
IEEE Transactions on Intelligent Transportation Systems, Best Papers 2010 - 2012: Best Survey Paper: Understanding Transit Scenes: A Survey on Human Behavior-Recognition Algorithms", vol. 11(1) (2010)
Awarded Fellow status by International Association for Pattern Recognition (IAPR)" for contributions to computer vision, pattern recognition, and biomedical engineering" (effective 2010)
USF Academy of Inventors, Charter Member, USF (2009)
Theodore and Venette Askounes-Ashford Distinguished Scholar Award, USF (2008)
Elevated to the Fellow status by the Institute of Electrical and Electronics Engineers (IEEE) "for contributions to computer vision and biomedical applications" (effective January 2007)
IEEE Distinguished Visitor Program (DVP) (2004 - 2006)
Keynote Speaker, Mexican International Conference on Computer Science, Puebla, Mexico (September 2005)
Keynote Speaker, Intern. Symposium on the 3-D Analysis of Human Movement, Tampa, FL (April 2004)
Together with two of his recent doctoral students Professor Goldgof was honored by USF Outstanding Dissertation Awards in 1999 (Dr. Leonid Tsap) and 2002 (Dr. Min Shin)
Paper "Matching point features under small nonrigid motion", Pattern Recognition, 34(12), pp. 2353 - 2365, 2001, received Honorable Mention Award by the Pattern Recognition Society (2002)
Selected a Favorite Professor by USF chapter of the National Society of Collegiate Scholars (2001)
Paper "Automatic tumor segmentation using knowledge-based techniques" selected by International Medical Informatics Association for 2000 IMIA Yearbook containing "the best of medical informatics"
Nineteenth Annual Pattern Recognition Society Award (1993)
University of South Florida, College of Engineering Outstanding Young Investigator Award (1992 - 1993)
General Electric Foundation Teaching Incentive Award (1988)

Key Activities

IEEE Press Editorial Board (2012 - 2014, 2015 - 2017 terms)
Associate Editor - IEEE Transactions on Cybernetics (2001 - present)
Associate Editor - International Journal of Pattern Recognition and Artificial Intelligence (2008 - present)
NIH,Quantitative Imaging Network (QIN), Image Analysis & Performance Metrics Working Group (IAPMWG) (member 2010 - present, Co-Chair 2011-2013, Pet/CT Working Group, Co-Chair 2016 - 2017)
Member of IEEE SMC Society Fellows Evaluation Committee (2014 - 2017)
Managing Guest Editor, Pattern Recog. Letters, Special Issue: Depth Image Analysis (December 2014)
RSNA, Quantitative Imaging Biomarkers Alliance (QIBA), Algorithm Comparison Group (2012 - 2013)
Member of IEEE Computer Society Fellows Evaluation Committee (2008, 2009, 2011 - 2013)
North American Editor - Image and Vision Computing (1998 - 2007)
Image and Vision Computing, Special Issue on Articulated and Non-rigid motion, Edited by Dimitris Metaxas, Chandra Kambhamettu and Dmitry Goldgof, 25(3) (2007)
Founding Member - Translational Bioinformatics Focused Interaction Group at H. Lee Moffitt Cancer Center and Research Institute (2003 - 2005)
Provost Academic Review Team for the Department of Computer and Information Sciences, University of Delaware (2002 - 2003)
International Association of Pattern Recognition Education Committee (2000 - 2002)
Associate Editor - PATTERN RECOGNITION (1990 - 2001)
Associate Editor - IEEE Transactions on Image Processing (1996 - 1998)