Welcome to the Field Lab. This laboratory investigates questions in vision and psychology with a combination of psychophysical and computational approaches. Below are some highlights from our published research.
List of publications along with citations on google scholar
Top Cited
The following publications appear on Yury Petrov's list of Top 100 Vision Papers
- (#31) Olshausen BA, and Field DJ. (1996). "Emergence of Simple-Cell Receptive Field Properties by Learning a Sparse Code for Natural Images." Nature, 381: 607-609. [PDF]
- (#39) Field DJ. (1987). "Relations Between the Statistics of Natural Images and the Response Profiles of Cortical Cells". Journal of the Optical Society of America A 4 2379-2394. [PDF]
- (#66) Field DJ. (1994). "What is the Goal of Sensory Coding?" Neural Computation Vol 6: 559-601. [PDF]
- (#72) Field DJ, Hayes A, and Hess R. (1993). "Contour Integration by the Human Visual System: Evidence for a Local 'Association Field'". Vision Research 33-2, 173-193. [PDF]
- (#81) Olshausen BA, and Field DJ. (1997). "Sparse Coding with an Overcomplete Basis Set: A Strategy Employed by V1?" Vision Research, 37: 3311-3325. [PDF]