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In digital image processing and computer vision, image segmentation is the process of partitioning a digital image into multiple image segments, also known as image regions or image objects. The goal of segmentation is to simplify and/or change the representation of an image into something that is more meaningful and easier to analyze. Image segmentation is typically used to locate objects and boundaries in images. More precisely, image segmentation is the process of assigning a label to every pixel in an image such that pixels with the same label share certain characteristics.
Linda G. Shapiro is a professor in the Department of Computer Science and Engineering, a professor of electrical engineering, and adjunct professor of Biomedical Informatics and Medical Education at the University of Washington.
Scott T. Acton is a professor in the Charles L. Brown Electrical and Computer Engineering Department and in the Biomedical Engineering Department of the University of Virginia School of Engineering and Applied Science, Charlottesville campus. Acton was born in California. He is the director of the Virginia Image and Video Analysis (VIVA) group there. He works in the fields of video tracking and anisotropic diffusion.
Dimitris Metaxas is a distinguished professor and the chair of the Computer Science Department at Rutgers University, where he directs the Center for Computational Biomedicine Imaging and Modeling (CBIM).
Michael Ira Miller is an American-born biomedical engineer and data scientist, and the Bessie Darling Massey Professor and Director of the Johns Hopkins University Department of Biomedical Engineering. He worked with Ulf Grenander in the field of Computational Anatomy as it pertains to neuroscience, specializing in mapping the brain under various states of health and disease by applying data derived from medical imaging. Miller is the director of the Johns Hopkins Center for Imaging Science, Whiting School of Engineering and codirector of Johns Hopkins Kavli Neuroscience Discovery Institute. Miller is also a Johns Hopkins University Gilman Scholar.
Subhasis Chaudhuri is an Indian electrical engineer and former director at the Indian Institute of Technology, Bombay. He is a former K. N. Bajaj Chair Professor of the Department of Electrical Engineering of IIT Bombay. He is known for his pioneering studies on computer vision and is an elected fellow of all the three major Indian science academies viz. the National Academy of Sciences, India, Indian Academy of Sciences, and Indian National Science Academy. He is also a fellow of Institute of Electrical and Electronics Engineers, and the Indian National Academy of Engineering. The Council of Scientific and Industrial Research, the apex agency of the Government of India for scientific research, awarded him the Shanti Swarup Bhatnagar Prize for Science and Technology, one of the highest Indian science awards, in 2004 for his contributions to Engineering Sciences.
René Vidal is a Chilean electrical engineer and computer scientist who is known for his research in machine learning, computer vision, medical image computing, robotics, and control theory. He is the Herschel L. Seder Professor of the Johns Hopkins Department of Biomedical Engineering, and the founding director of the Mathematical Institute for Data Science (MINDS).
Julia Alison Noble is a British engineer. She has been Technikos Professor of Biomedical Engineering at the University of Oxford and a fellow of St Hilda's College since 2011, and Associate Head of the Mathematical, Physical and Life Sciences Division at the university. As of 2017, she is the chief technology officer of Intelligent Ultrasound Limited, an Oxford spin-off in medical imaging that she cofounded. She was director of the Oxford Institute of Biomedical Engineering (IBME) from 2012 to 2016. In 2023 she became the Foreign Secretary of The Royal Society.
Alan Yuille is a Bloomberg Distinguished Professor of Computational Cognitive Science with appointments in the departments of Cognitive Science and Computer Science at Johns Hopkins University. Yuille develops models of vision and cognition for computers, intended for creating artificial vision systems. He studied under Stephen Hawking at Cambridge University on a PhD in theoretical physics, which he completed in 1981.
Vince Daniel Calhoun is an American engineer and neuroscientist. He directs the Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), a partnership between Georgia State University, Georgia Institute of Technology, and Emory University, and holds faculty appointments at all three institutions. He was formerly the President of the Mind Research Network and a Distinguished Professor of Electrical and Computer Engineering at the University of New Mexico.
Jason Joseph Corso is Co-Founder / CEO of the computer vision startup Voxel51 and a Professor of Robotics, Electrical Engineering and Computer Science at the University of Michigan.
Gregory D. Hager is the Mandell Bellmore Professor of Computer Science and founding director of the Johns Hopkins Malone Center for Engineering in Healthcare at Johns Hopkins University.
Leslie Ying is an American biomedical engineering scientist in the field of medical imaging. She is the Clifford C. Furnas Professor of Biomedical Engineering and Electrical Engineering at University at Buffalo, The State University of New York. Ying is the Editor-in-Chief of IEEE Transactions on Medical Imaging and is also an American Institute for Medical and Biological Engineering (AIMBE) Fellow.
Julia A. Schnabel is Professor in Computational Imaging and AI in Medicine at Technische Universität München, Director of the Institute of Machine Learning in Biomedical Imaging at Helmholtz Zentrum München, and Chair of Computational Imaging at the School of Biomedical Engineering and Imaging Sciences at King's College London. Previously, she was Associate Professor in Engineering Science at University of Oxford where she became Full Professor of Engineering Science in 2014.
The MICCAI Society is a professional organization for scientists in the areas of Medical Image Computing and Computer Assisted Interventions. Due to the multidisciplinary nature of these fields, the society brings together researchers from several scientific disciplines. including computer science, robotics, physics, and medicine. The society is best known for its annual flagship event, The MICCAI Conference, which facilitates the publication and presentation of original research on MICCAI-related topics. However, the society provides endorsements and sponsorships for several scientific events each year.
Medical Image Analysis (MedIA) is a peer-reviewed academic journal which focuses on medical and biological image analysis. The journal publishes papers which contribute to the basic science of analyzing and processing biomedical images acquired through means such as magnetic resonance imaging, ultrasound, computed tomography, nuclear medicine, x-ray, optical and confocal microscopy, among others. Common topics covered in the journal include feature extraction, image segmentation, image registration, and other image processing methods with applications to diagnosis, prognosis, and computer-assisted interventions.
Michael Unser (born April 9, 1958 in Zug, Switzerland) is a Swiss engineer and a professor at the École Polytechnique Fédérale de Lausanne (EPFL). His research focuses on the field of biomedical image processing.
Guido Gerig is a computer scientist who works as a professor of computer science and engineering at the New York University Tandon School of Engineering.
Ramalingam "Rama" Chellappa is a Bloomberg Distinguished Professor, who works at Johns Hopkins University. At Johns Hopkins University, he is a member of the Center for Language and Speech Processing, the Center for Imaging Science, the Institute for Assured Autonomy, and the Mathematical Institute for Data Sciences. He joined Johns Hopkins University after 29 years at The University of Maryland. Before that, he was an assistant, associate professor, and later, director, of the University of Southern California's Signal and Image Processing institute.
Amir Amini is the professor and endowed chair in bioimaging at the University of Louisville. Prior to this, he was the founder of the Cardiovascular Image Analysis Laboratory and associate professor at the Washington University in St. Louis. He was elected a fellow of the IEEE in 2007, the College of Fellows of the American Institute of Medical and Biological Engineering in 2017, the International Society for Optics, Photonics, and Imaging in 2019, the Asia-Pacific Artificial Intelligence Association in 2021, and the International Academy of Medical and Biological Engineering in 2024.
References
- ↑ Sneiderman-Jhu, Phil (30 January 2018). "HEAD 'TWINS' COULD SAFEGUARD FOOTBALL PLAYERS". Futurity. Retrieved 30 March 2020.
- ↑ "Whiting School of Engineering Faculty". Johns Hopkins University. Retrieved 30 March 2020.
- ↑ "MICCAI Society Fellows". The MICCAI Society. Retrieved 10 October 2020.
