Papers and Talks
David R. Martin

Perceptual Organization, Boundary Detection,
Segmentation, and Learning

pdf Finding Actions Using Shape Flows
H. Jiang, D. Martin
European Conference on Computer Vision, Marseille, October 2008.
pdf Global pose estimation using non-tree models
H. Jiang, D. Martin
Computer Vision and Pattern Recognition, Anchorage, June 2008.
pdf Abstract expressionism and fractal geometry
C. Cernuschi, A. Herczynski, D. Martin
In Pollock Matters, ed. E. Landau and C. Cernuschi, University of Chicago Press, 2007.
pdf Local figure-ground cues are valid for natural images
C. Fowlkes, D. Martin, J. Malik
Journal of Vision, 7(8):1-9, 2007.
http://www.journalofvision.org/7/8/2
pdf Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues
D. Martin, C. Fowlkes, J. Malik
IEEE Transactions on Pattern Analysis and Machine Intelligence, 26(5):530-549, May 2004. 
ppt Local Boundary Detection in Natural Images: Matching Human and Machine Performance
D. Martin, C. Fowlkes, L. Walker, J. Malik
European Conference on Visual Perception, Paris, 2003.

On Measuring the Ecological Validity of Local Figure-Ground Cues
C. Fowlkes, D. Martin, J. Malik
European Conference on Visual Perception, Paris, 2003.
ppt Learning to Optimally Detect Image Boundaries Using Brightness, Color and Texture
D. Martin, C. Fowlkes, J. Malik
Vision Sciences Society, Sarasota, 2003.
ppt
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The Ecological Statistics of Grouping by Similarity
C. Fowlkes, D. Martin, J. Malik
Vision Sciences Society, Sarasota, 2003.
web An Empirical Approach to Grouping and Segmentation
D. Martin
Ph.D. Dissertation, UC Berkeley, December 2002.
Technical Report UCB/CSD-03-1268, UC Berkeley, August 2003.
pdf Learning Affinity Functions for Image Segmentation: Combining Patch-Based and Gradient-Based Approaches
C. Fowlkes, D. Martin, J. Malik
Computer Vision and Pattern Recognition, Madison, June 2003.
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ppt
Learning to Detect Natural Image Boundaries Using Brightness and Texture
D. Martin, C. Fowlkes, J. Malik
Neural Information Processing Sytstems, Vancouver, December 2002
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ppt
A Database of Human Segmented Natural Images and its Application to Evaluating Segmentation Algorithms and Measuring Ecological Statistics
D. Martin, C. Fowlkes, D. Tal, J. Malik
International Conference on Computer Vision, Vancouver, July 2001.
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A Database of Human Segmented Natural Images and its Application to Evaluating Segmentation Algorithms
D. Martin, C. Fowlkes, D. Tal, J. Malik
Perceptual Organization in Computer Vision (Workshop), International Conference on Computer Vision, Vancouver, July 2001.
ppt Understanding Gestalt Cues and Ecological Statistics using a Database of Human Segmented Images
C. Fowlkes, D. Martin, J. Malik
Perceptual Organization in Computer Vision (Workshop), International Conference on Computer Vision, Vancouver, July 2002. 

 

Miscellaneous

pdf Intelligent RAM (IRAM): the Industrial Setting, Applications, and Architecture
D. Patterson, K. Asanovic, A. Brown, R. Fromm, J. Golbus, B. Gribstad, K. Keeton, C. Kozyrakis, D. Martin, S. Perissakis, R. Thomas, N. Treuhaft, K. Yelick
Proceedings of International Conference on Computer Design, Austin, Texas, 10-12 October 1997 (p. 2-7). 
web Design and Implementation of the Mote Mapping Service
S. Agarwal, D. Martin, D. Oppenheimer
ps The Design and Implementation of a Scalable, Fault-Tolerant NOW Name Service
D. Martin, N. Cardwell
ps A Scalable Non-Blocking Concurrent Hash Table Implementation with Incremental Rehashing
D. Martin, R. Davis

Low Surface Brightness Galaxies in the Core of the Coma Cluster
M.P. Ulmer, G.M. Bernstein, D.R. Martin, R.C. Nichol, J.L. Pendleton, J.A. Tyson
The Astronomical Journal 112 (6), 2517-2532 (1996).

Cluster Alignments in the Edinburgh-Milano Cluster Redshift Survey
D.R. Martin, R.C. Nichol, C.A. Collins, S.A. Lumsden, L. Guzzo
Monthly Notices of the Royal Astronomical Society 274, 623-632 (1995).

Try Again, Oskar
D. Martin, A. Kalai, W. Dodge
Consortium 47, Fall 1993.