Carolina Galleguillos

Biography

I'm currently a Director of Engineering, Computer Vision and Media Technology at Set Media Inc., developing new computer vision algorithms for video content analysis.

I obtained my Ph.D in Computer Science at University of California, San Diego under the guidance of Professor Serge Belongie at the UCSD Computer Vision Lab.

I got my Engineering degree in Computer Science at the Department of Computer Science at University of Chile, working with Professor Ricardo Baeza-Yates and co-advised by Professor Nello Cristianini in information retrieval and machine learning.

My research interests are computer vision and machine learning, specially object localization.

Projects

Ongoing Projects

Context Based Object Categorization

Carolina Galleguillos , Andrew Rabinovich , Serge Belongie

Publications

2011

Carolina Galleguillos, Brian McFee, Serge Belongie, Gert Lanckriet, "From Region Similarity to Category Discovery", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs 2011.

BibTex

BibTex - From Region Similarity to Category Discovery

@inproceedings { 403, title = {From Region Similarity to Category Discovery}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2011}, address = {Colorado Springs}, author = {Carolina Galleguillos and Brian McFee and Serge Belongie and Gert Lanckriet} }

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2010

Carolina Galleguillos, Brian McFee, Serge Belongie, Gert Lanckriet, "Multi-Class Object Localization by Combining Local Contextual Interactions", IEEE Conference in Computer Vision and Pattern Recognition (CVPR) 2010.

BibTex

BibTex - Multi-Class Object Localization by Combining Local Contextual Interactions

@inproceedings { 364, title = {Multi-Class Object Localization by Combining Local Contextual Interactions}, booktitle = {IEEE Conference in Computer Vision and Pattern Recognition (CVPR)}, year = {2010}, author = {Carolina Galleguillos and Brian McFee and Serge Belongie and Gert R. G. Lanckriet} }

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Carolina Galleguillos, Serge Belongie, "Context Based Object Categorization: A Critical Survey", Computer Vision and Image Understanding (CVIU), vol. 114, pp. 712-722, 2010.

BibTex

BibTex - Context Based Object Categorization: A Critical Survey

@article { 369, title = {Context Based Object Categorization: A Critical Survey}, journal = {Computer Vision and Image Understanding (CVIU)}, volume = {114}, year = {2010}, pages = { 712-722}, author = {Carolina Galleguillos and Serge Belongie} }

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2009

Carolina Galleguillos, Peter Faymonville, Serge Belongie, "BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice", Workshop on Emergent Issues in Large Amounts of Visual Data, Kyoto, Japan 2009.

BibTex

BibTex - BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice

@inproceedings { 241, title = {BUBL: An Effective Region Labeling Tool Using a Hexagonal Lattice}, booktitle = {Workshop on Emergent Issues in Large Amounts of Visual Data }, year = {2009}, address = {Kyoto, Japan}, author = {Carolina Galleguillos and Peter Faymonville and Serge Belongie} }

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2008

Carolina Galleguillos, Serge Belongie, "Context Based Object Categorization: A Critical Survey", Technical Report CSE UCSD, CS2008-092August, 2008.

BibTex

BibTex - Context Based Object Categorization: A Critical Survey

@techreport { 169, title = {Context Based Object Categorization: A Critical Survey}, number = {CS2008-092}, year = {2008}, month = {08/2008}, keywords = {Object Recognition, Context, Categorization}, author = {Carolina Galleguillos and Serge Belongie} }

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Carolina Galleguillos, Boris Babenko, Andrew Rabinovich, Serge Belongie, "Weakly Supervised Object Recognition and Localization with Stable Segmentations", European Conference on Computer Vision (ECCV), Marseille, France 2008.

BibTex

BibTex - Weakly Supervised Object Recognition and Localization with Stable Segmentations

@inproceedings { Array, title = {Weakly Supervised Object Recognition and Localization with Stable Segmentations}, booktitle = {European Conference on Computer Vision (ECCV)}, year = {2008}, address = {Marseille, France}, author = {Carolina Galleguillos and Boris Babenko and Andrew Rabinovich and Serge Belongie} }

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Carolina Galleguillos, Andrew Rabinovich, Serge Belongie, "Object Categorization using Co-Occurrence, Location and Appearance", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, AK 2008.

BibTex

BibTex - Object Categorization using Co-Occurrence, Location and Appearance

@inproceedings { Array, title = {Object Categorization using Co-Occurrence, Location and Appearance}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2008}, address = {Anchorage, AK}, author = {Carolina Galleguillos and Andrew Rabinovich and Serge Belongie} }

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2007

Andrew Rabinovich, Andrea Vedaldi, Carolina Galleguillos, Eric Wiewiora, Serge Belongie, "Objects in Context", ICCV, Rio de Janeiro 2007.

BibTex

BibTex - Objects in Context

@inproceedings { Array, title = {Objects in Context}, booktitle = {ICCV}, year = {2007}, address = {Rio de Janeiro}, author = {Andrew Rabinovich and Andrea Vedaldi and Carolina Galleguillos and Eric Wiewiora and Serge Belongie} }

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Michele Merler, Carolina Galleguillos, Serge Belongie, "Recognizing Groceries in situ Using in vitro Training Data", SLAM, Minneapolis, MN 2007.

BibTex

BibTex - Recognizing Groceries in situ Using in vitro Training Data

@inproceedings { Array, title = {Recognizing Groceries in situ Using in vitro Training Data}, booktitle = {SLAM}, year = {2007}, address = {Minneapolis, MN}, author = {Michele Merler and Carolina Galleguillos and Serge Belongie} }

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