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UCSD Computer Vision

Vincent Rabaud, PhD

More info at: http://vision.ucsd.edu/~vrabaud
email: vrabaud@cs.ucsd.edu

Biography and Resume  application/pdf icon

1998-2001 Polytechnique, Paris, France

2001-2003 SUPAERO, Toulouse, France

2004-2009 UCSD, San Diego, USA

portrait



Projects


Distributed Human Computation

The ground truth labeling of an image dataset is a task that often requires a large amount of human time and labor. We present an infrastructure for distributed human labeling that can exploit the modularity of common vision problems involving segmentation and recognition. We present the different e...

Monitoring Animal Behavior

Smart Vivarium: automated monitoring of animal health and welfare.

Icon Vectorization

Computer icons are small artificial images designed to be perceived with minimal ambiguity by the human visual system. In order to make them easier to perceive by visually impaired people, we propose a solution to the super-resolution problem for color bitmap icons in a manner that exploits the uni...

Locally Smooth Manifold Learning

LSML is a method for determining a warping from a point on a manifold to its neighbors on the manifold. A direct application of this method is performed on video sequences where the ways of moving on the underlying manifold are learned and then used to move within and out of the training set. The wa...

Manifold-Based Non-Rigid Structure from Motion




Publications


2013
Christiansen E., Rabaud V., Ziegler A., Kriegman D., Belongie S., "Match-time covariance for descriptors", British Machine Vision Conference (BMVC), Bristol, September, 2013. [BibTex][pdf]
2009
Rabaud V., Belongie S., "Linear Embeddings in Non-Rigid Structure From Motion", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL, 2009. [BibTex][pdf]
2008
Rabaud V., Belongie S., "Re-Thinking Non-Rigid Structure From Motion", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. [BibTex][pdf]
2007
Dollár P., Rabaud V., Belongie S., "Non-Isometric Manifold Learning: Analysis and an Algorithm", International Conference On Machine Learning (ICML), June, 2007. [BibTex][pdf]
Dollár P., Rabaud V., Belongie S., "Learning to Traverse Image Manifolds", Tech Report, no. CS2007-087: UCSD CSE, 2007. [BibTex][pdf]
Steinbach S., Rabaud V., Belongie S., "Soylent Grid: it's Made of People!", Workshop on Interactive Computer Vision (ICV), Rio de Janeiro, 2007. [BibTex][pdf]
2006
Dollár P., Rabaud V., Belongie S., "Learning to Traverse Image Manifolds", Neural Information Processing Systems Conference (NIPS), Dec., 2006. [BibTex][pdf]
Rabaud V., Belongie S., "Counting Crowded Moving Objects", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York City, 2006. [BibTex][pdf]
2005
Belongie S., Branson K., Dollár P., Rabaud V., "Monitoring Animal Behavior in the Smart Vivarium", Measuring Behavior, Wageningen, NL, pp. 70-72, 2005. [BibTex][pdf]
Maschion M., Rabaud V., Belongie S., Computer Vision: Fact and Fiction, : UCSD/Calit2, 2005. [www] [BibTex]
Dollár P., Rabaud V., Cottrell G., Belongie S., "Behavior Recognition via Sparse Spatio-Temporal Features", IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Beijing, China, 2005. [BibTex][pdf]
Rabaud V., Belongie S., "Big Little Icons", Computer Vision Applications for the Visually Impaired (CVAVI), San Diego, CA, 2005. [BibTex][pdf]
2003
Branson K., Rabaud V., Belongie S., "Three Brown Mice: See How They Run", IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Nice, France, October, 2003. [BibTex][pdf]