Skip navigation.

UCSD Computer Vision

David Kriegman, Faculty

more info on: http://www.cs.ucsd.edu/~kriegman/





Projects


Visual Tracking

Theory of Illumination

Generalized Non-metric Multidimensional Scaling

Texture Synthesis and Reconstruction

Vision for Structural Biology

Reconstruction with Arbitrary BRDFs

SUV Color Space

We present a photometric stereo method for non-diffuse materials that does not require an explicit reflectance model or reference object. By computing a data-dependent rotation of RGB color space, we show that the specular reflection effects can be separated from the much simpler, diffuse (approxima...

Automated CTF Estimation

In this paper we present a completely automated algorithm for estimating the parameters of the contrast transfer function (CTF) of a transmission electron microscope. The primary contribution of this paper is the determination of the astigmatism prior to the estimation of the CTF parameters. The CT...

Face Recognition

Particle Detection in Cryo-Electron Micrographs

A new learning-based approach is presented for particle detection in cryo-electron micrographs using the Adaboost learning algorithm. The approach builds directly on the successful detectors developed for the domain of face detection. It is a discriminative algorithm which learns important features...




Publications


2009
Wills J., Agarwal S., Kriegman D., Belongie S., "Toward a Perceptual Space for Gloss", ACM Transactions on Graphics, to appear, 2009. [BibTex][pdf]
Chandraker M., Agarwal S., Kriegman D., Belongie S., "Globally Optimal Algorithms for Stratified Autocalibration", International Journal of Computer Vision (IJCV), no. to appear, 2009. [BibTex]
2008
Chandraker M., Kriegman D., "Globally Optimal Bilinear Programming for Computer Vision Applications", CVPR, Anchorage, Alaska, 06/2008. [BibTex]
Kahl F., Agarwal S., Chandraker M., Kriegman D., Belongie S., "Practical Global Optimization for Multiview Geometry", IJCV, vol. 79, no. 3, pp. 271-284, 2008. [BibTex][pdf]
2007
Chandraker M., Agarwal S., Kriegman D., "ShadowCuts: Photometric Stereo with Shadows", CVPR, Minneapolis, 2007. [BibTex]
Chandraker M., Agarwal S., Kahl F., Kriegman D., Nister D., "Autocalibration via Rank-Constrained Estimation of the Absolute Quadric", CVPR, Minneapolis, 2007. [BibTex]
Agarwal S., Wills J., Cayton L., Lanckriet G., Kriegman D., Belongie S., "Generalized Non-metric Multidimensional Scaling", AISTATS, San Juan, Puerto Rico, 2007. [BibTex][pdf]
Chandraker M., Agarwal S., Kriegman D., Belongie S., "Globally Optimal Affine and Metric Upgrades in Stratified Autocalibration", ICCV, 2007. [BibTex]
2006
Mallick S., Agarwal S., Kriegman D., Belongie S., Carragher B., Potter C., "Structure and View Estimation for Tomographic Reconstruction: A Bayesian Approach", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006. [BibTex][pdf]
Agarwal S., Chandraker M., Kahl F., Kriegman D., Belongie S., "Practical Global Optimization for Multiview Geometry ", European Conference on Computer Vision (ECCV), vol. 1, Graz, Austria, pp. 592-605, 2006. [BibTex][pdf]
2005
Agarwal S., Lim J., Zelnik-Manor L., Perona P., Kriegman D., Belongie S., "Beyond Pairwise Clustering", CVPR, vol. 2, San Diego, CA, pp. 838-845, 2005. [BibTex]
Chandraker M., Kahl F., Kriegman D., "Reflections on the Generalized Bas-Relief Ambiguity", CVPR, San Diego, 2005. [BibTex]
2004
Agarwal S., Mallick S., Kriegman D., Belongie S., "On Refractive Optical Flow", ECCV, Prague, Czech Republic, Springer Verlag, 2004. [BibTex]
Satya P. Mallick Yuanxin Zhu D., "Detecting Particles in Cyro-EM Micrographs using Learned Features", Journal of Structural Biology, vol. 145, no. 1, pp. 52-62, 2004. [BibTex]
Mallick S.P., Zhu Y., Kriegman D., "Detecting Particles in Cyro-EM Micrographs using Learned Features", Journal of Structural Biology, vol. 145, no. 1, pp. 52-62, 2004. [BibTex]