Miguel Eckstein

Miguel Eckstein is a Distinguished Professor at UC Santa Barbara with joint appointments in the Department of Psychological & Brain Sciences (College of Letters & Science) and the Department of Electrical and Computer Engineering (College of Engineering). He earned a Bachelor's in Physics and Psychology from UC Berkeley and a PhD in Cognitive Psychology from UCLA. His career includes prior positions at Cedars Sinai Medical Center and NASA Ames Research Center.

Eckstein leads pioneering research in computational human vision, integrating behavioral psychophysics, eye tracking, EEG, fMRI, and computational modeling to study:

• Neural mechanisms of visual perception, attention, and learning
• Medical image perception for clinical diagnostics
• Bio-inspired computer vision systems
• Human-robot interaction optimization

His work bridges fundamental cognitive neuroscience with applied engineering solutions.

Publication analysis reveals interdisciplinary contributions spanning neuroscience, computer vision, medical imaging, and psychology. Recent work (2017-2021) emphasizes neural decoding of visual processes, 3D medical imaging limitations, human-AI perceptual comparisons, and crowd-sourced visual intelligence.

Awards and honors include:

• Guggenheim Fellowship (2019)
• National Academy of Sciences Troland Award
• NSF CAREER Award
• SPIE Image Perception Cum Laude Award
• Optical Society of America Young Investigator Award

He directs the Vision and Image Understanding Lab and co-founded the Mellichamp Initiative in Mind & Machine Intelligence, fostering cross-disciplinary AI research. Grant activities support medical imaging perception, neural computation, and human-machine collaboration projects.