Faculty

Pietro Perona

Pietro Perona

Allen E. Puckett Professor of Electrical Engineering

Degrees and Appointments

D.Eng., University of Padua (Italy), 1985; Ph.D., University of California, Berkeley, 1990. Assistant Professor, Caltech, 1991-96; Professor, 1996-2008; Puckett Professor, 2008-. Director, Center for Neuromorphic Systems Engineering, 1999-2004. Executive Officer, 2006-10.

Assistant(s)

Research Group Matters
Caroline Murphy
Moore Laboratory
(626) 395-2084
caroline@caltech.edu

Research Group Website » Personal Website »

Research Overview

Professor Perona's research focusses on vision: how do we see and how can we build machines that see.

Professor Perona is currently interested visual recognition, more specifically visual categorization. He is studying how machines can learn to recognize frogs, cars, faces and trees with minimal human supervision, and how machines can learn from human experts. His project `Visipedia' has produced two smart device apps (iNaturalist and Merlin Bird ID) that anyone can use to recognize the species of plants and animals from a photograph.

In collaboration with Professors Anderson and Dickinson, professor Perona is building vision systems and statistical techniques for measuring actions and activities in fruit flies and mice. This enables geneticists and neuroethologists to investigate the relationship between genes, brains and behavior.

Professor Perona is also interested in studying how humans perform visual tasks, such as searching and recognizing image content. One of his recent projects studies how to harness the visual ability of thousands of people on the web.

List of Research Areas

machine vision, visual psychophysics, machine learning, signal processing

CMS News about Pietro Perona

  • The Big Picture »
  • Caltech and Amazon Web Services Launch Collaboration »
  • Pushing Machine-learning Technology: Creature-Cataloging Contest for Computers »

  • Read more news about Pietro Perona »