Skip navigation.

UCSD Computer Vision

Carolina Galleguillos, PhD

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




Projects


Weakly Supervised Object Recognition and Localization

Multiple Instance Learning (MIL) provides a framework for training a discriminative classifier from data with ambiguous labels. This framework is well suited for the task of learning object classifiers from weakly labeled image data, where only the presence of an object in an image is known,...

Context Based Object Categorization

The goal of object categorization is to locate and identify instances of an object category within an image. Recognizing an object in an image is difficult when images present occlusion, poor quality, noise or background clutter, and this task becomes even more challenging when many objects are pres...

Assistive Technology for the Visually Impaired

The contemporary urban environment is brimming with rich visual cues that provide valuable directional and informational content to sighted individuals. The goal of the GroZi project is to make significant advances toward making these visual cues universally accessible in a variety of real-world do...




Publications


2011
Galleguillos C., McFee B., Belongie S., Lanckriet G., "From Region Similarity to Category Discovery", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, 2011. [BibTex][pdf]
2010
Galleguillos C., McFee B., Belongie S., Lanckriet G.R G., "Multi-Class Object Localization by Combining Local Contextual Interactions", IEEE Conference in Computer Vision and Pattern Recognition (CVPR), 2010. [BibTex][pdf]
Galleguillos C., Belongie S., "Context Based Object Categorization: A Critical Survey", Computer Vision and Image Understanding (CVIU), vol. 114, pp. 712-722, 2010. [BibTex][pdf]
2009
Galleguillos C., Faymonville P., Belongie S., "BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice", Workshop on Emergent Issues in Large Amounts of Visual Data , Kyoto, Japan, 2009. [BibTex][pdf]
2008
Galleguillos C., Belongie S., "Context Based Object Categorization: A Critical Survey", Technical Report CSE UCSD, no. CS2008-092, 08/2008. [BibTex][pdf]
Galleguillos C., Babenko B., Rabinovich A., Belongie S., "Weakly Supervised Object Recognition and Localization with Stable Segmentations", European Conference on Computer Vision (ECCV), Marseille, France, 2008. [BibTex][pdf]
Galleguillos C., Rabinovich A., Belongie S., "Object Categorization using Co-Occurrence, Location and Appearance", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, 2008. [BibTex][pdf]
2007
Rabinovich A., Vedaldi A., Galleguillos C., Wiewiora E., Belongie S., "Objects in Context", ICCV, Rio de Janeiro, 2007. [BibTex][pdf]
Merler M., Galleguillos C., Belongie S., "Recognizing Groceries in situ Using in vitro Training Data", SLAM, Minneapolis, MN, 2007. [BibTex][pdf]