Yisong YueProfessor of Computing and Mathematical Sciences · CaltechResearcher↗
Researcher · Academic
CaltechProfessor
Amazon Web ServicesAmazon Fellow
🇮🇹 ItalianBorn 1961
Perona helped shape modern computer vision. He co-created a classic method for removing noise from images while preserving important edges, and his datasets and laboratory helped establish how researchers train and compare systems that recognize objects.
Caltech1991-present
Amazon Web Services2017-present
MIT1990-1991Work and education history is primarily focused on AI-relevant roles and may not be comprehensive.
A dataset of everyday scenes with individual objects labeled and outlined.
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Reviewed August 24, 2026 · Checked for accuracy and new information.