List
of publications along with citations on google scholar
Publications
- Albert MV, Schnabel A, Field DJ (2008) Innate Visual
Learning through Spontaneous Activity Patterns. PLoS Computational
Biology 4(8) [PDF]
[link]
- Graham, DJ and Field, DJ. (2008) Global nonlinear
compression of natural luminances in painted art. Proceedings of SPIE
Conference on Computer Image Analysis in the Study of Art. San Jose, CA
28 January 2008. [PDF]
- Graham DJ, and Field DJ. (2008). " Variations in Intensity
Statistics for Representational and Abstract Art, and for Art from the
Eastern and Western Hemispheres" Perception in
press. [PDF]
- Kingdom FAA, Field DJ, and Olmos A. (2007). "Does spatial
invariance result from insensitivity to change?" Journal of
Vision 7(14):11, 1-13, http://journalofvision.org/7/14/11/,
doi:10.1167/7.14.11. [PDF]
- Graham DJ, and Field DJ. (2007). "Statistical regularities
of art images and natural scenes: Spectra, sparseness and
nonlinearities" Spatial Vision 21,
149-164. [PDF]
- Graham DJ, and Field DJ. (2007). "Efficient coding of
natural images" In New Encyclopedia of Neuroscience
ed. Larry R. Squire. Forthcoming from Elsevier. [PDF]
- Chandler DM, and Field DJ. (2007). "Estimates of the
Information Content and Dimensionality of Natural Scenes From Proximity
Distributions." Journal of the Optical Society of America A,
Vol. 24, Issue 4, pp. 922-941. [LINK]
[PDF]
- Graham DJ, and Field DJ. (2006). Sparse Coding in the
Neocortex. In: Evolution of the Nervous Systems
ed. J. H. Kaas and L. A. Krubitzer. (In Press). [PDF]
- Graham DJ, Chandler DM, and Field DJ. (2006) Can the
theory of whitening explain the center-surround properties of retinal
ganglion cell receptive fields? Vision Research,
46, 18, 2901-2913. [LINK]
[PDF]
- Hess RF, Schmidt, Dumoulin SO, and Field DJ. (2006) What
regulates eye growth: image features or frequencies? Current
Biology, 16: 687-691 [LINK]
- Webster MA, Werner JS, and Field DJ. (2005) "Adaptation
and the Phenomenology of Perception." In Fitting the Mind to
the World: Adaptation and Aftereffects in High Level Vision:
Advances in Visual Cognition Series, Volume 2 , C. Clifford and G.
Rhodes (Eds.) Oxford University Press. [PDF]
- Olshausen BA, and Field DJ. (2005). "How close are we to
understanding V1?" Neural Computation. 2005;
17:1665-1699. [LINK]
[IN-PRESS PDF]
- Olshausen BA, and Field DJ. (2004). "Sparse Coding of
Sensory Inputs". Current Opinion in Neurobiology,
14: 481-487. [PDF]
- Olshausen BA, and Field DJ. (2004). "What is the other 85%
of V1 doing?" In: 23 Problems in Systems Neuroscience.
T.J. Sejnowski, L. van Hemmen, Eds. Oxford University Press. [PDF]
- Field DJ, and Hayes A. (2004). "Contour Integration and
the Lateral Connections of V1 Neurons"In The Visual
Neurosciences, Eds. L M Chalupa and J S Werner, MIT Press. [PDF]
- Hess RF, Hayes A, and Field DJ. (2003). "Contour
Integration and Cortical Processing." J Physiol Paris.
Mar-May; 97(2-3):105-19.
- Kingdom FAA, Hayes A, and Field DJ. (2001). "Sensitivity
to Contrast Histogram Differences in Synthetic Wavelet-textures."
Vision Res. 41, 585-598. [PDF]
- Brady N, and Field DJ. (2000). "Local Contrast in Natural
Images: Normalisation and Coding Efficiency." Perception,
29, 1-15. [PDF]
- Olshausen BA, and Field DJ. (2000). "Vision and the Coding
of Natural Images". American Scientist, 88,
238-24. [PDF]
[HTML]
- Field DJ, Hayes A, and Hess RF. (2000). "The Role of
Polarity and Symmetry in the Perceptual Grouping of Contour Fragments".
Spatial Vision, 13, 51-66. [PDF]
- Field DJ. (2000). "Wavelets, Vision and the Statistics of
Natural Scenes." In: "Wavelets: The key to intermittent information?"
B.W. Silverman and J.C. Vassilicos, eds. pp 147-164, Oxford University
Press. (reprinted from the Royal Society proceedin
gs).
- Field DJ. (1999). "Wavelets, Vision and the Statistics of
Natural Scenes." Philosophical Transactions: Mathematical,
Physical and Engineering Sciences 357, no. 1760 : 2527. [PDF]
- Field DJ. (1999). "Matched filters, wavelets and the
statistics of natural scenes," J. Opt. Technol.
66, 788-796 [PDF]
- Hess RF, and Field DJ. (1999). "Integration of Contours:
New Insights". Trends in Cognitive Sciences, 3,
480-486. [PDF]
- Dakin SC, Hess RF, and Field DJ. (1998). "The Role of
'Contrast Enhancement' in the Detection and Appearance of Contours." Vision
Research, 38, 783-787. [PDF]
- Field DJ. (1998) "Visual Coding, Redundancy, and 'Feature
Detection'". In The Handbook of Brain Theory and Neural
Networks, Michael A. Arbib (Ed.), MIT Press
[PDF]
- Olshausen BA, and Field DJ. (1997). "Sparse Coding with an
Overcomplete Basis Set: A Strategy Employed by V1?" Vision
Research, 37: 3311-3325. [PDF]
- Field DJ and Brady N. (1997). "Visual Sensitivity, Blur
and the Sources of Variability in the Amplitude Spectra of Natural
Scenes." Vision Research, 37, 3367-3383. [PDF]
- Hess RF, McIlhagga, and Field DJ. (1997). "Contour
Integration in Strabismic Amblyopia: the Sufficiency of an Explanation
Based on Positional Uncertainty." Vision Research,
37, 3145-3161. [PDF]
- Olshausen BA, and Field DJ. (1996). "Natural image
statistics and efficient coding." Network: Computation in
Neural Systems, vol. 7, 333-339 [PDF]
- 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]
- Brady N, and Field DJ. (1995). "What's Constant in
Contrast Constancy: the Effects of Scaling on the Perceived Contrast of
Bandpass Patterns". Vision Research, 35, 739-756.
[PDF]
- Hess RF, and Field DJ. (1995). "Contour Integration Across
Depth". Vision Research, 35, 1699-1711. [PDF]
- Field DJ. (1994). "What is the Goal of Sensory Coding?" Neural
Computation Vol 6: 559-601. [PDF]
- Field DJ. (1994). "Optimal coding of natural scenes". Proceedings
of the Conference on Imaging Science and Technology,
385-389.
- Hess RF, and Field DJ. (1994). "Are the Spatial Deficits
in Amblyopia Due to Uncalibrated Disarray?" Vision Research
34, 3397-3406.
- Hess RF, and Field DJ. (1993). "Is the Increased Spatial
Uncertainty in the Normal Periphery due to Spatial Undersampling or
Uncalibrated Disarray?" Vision Research 33,
2663-2670.
- 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]
- Field DJ. (1993). "Scale-invariance and Self-similar
'Wavelet' Transforms: an Analysis of Natural Scenes and Mammalian
Visual Systems." In: "Wavelets, Fractals and Fourier Transforms: New
Developments and New Applications." Oxford University Press. [PDF]
- Knill DC, Field DJ, and Kersten D. (1990). "Human
Discrimination of Fractal Images". Journal of the Optical
Society of America A 7 1113-1123. [PDF]
- Field DJ. (1989). "What the Statistics of Natural Images
Tell us About Visual Coding". SPIE Vol. 1077: Human Vision,
Visual Processing, and Digital Display 269-276. [PDF]
- 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]
- Field DJ, and Tolhurst DJ. (1986). "The Structure and
Symmetry of Simple Cell Receptive-field Profiles in the Cat's Visual
Cortex." Proceedings of the Royal Society B 228:
379-400.
- Field DJ, and Nachmias J. (1984). "Phase Reversal
Discrimination." Vision Research. 24: 333-340. [PDF]