Publications
2013
Lobel, H; Vidal, R; Mery, D; Soto, A
Joint dictionary and classifier learning for categorization of images using a max-margin framework Proceedings Article
In: Pacific-Rim Symposium on Image and Video Technology, pp. 87–98, Springer 2013.
@inproceedings{lobel2013joint,
title = {Joint dictionary and classifier learning for categorization of images using a max-margin framework},
author = {H Lobel and R Vidal and D Mery and A Soto},
year = {2013},
date = {2013-01-01},
booktitle = {Pacific-Rim Symposium on Image and Video Technology},
pages = {87–98},
organization = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Lobel, H; Vidal, R; Soto, A
Hierarchical joint max-margin learning of mid and top level representations for visual recognition Proceedings Article
In: Proceedings of the IEEE International Conference on Computer Vision, pp. 1697–1704, 2013.
@inproceedings{lobel2013hierarchical,
title = {Hierarchical joint max-margin learning of mid and top level representations for visual recognition},
author = {H Lobel and R Vidal and A Soto},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the IEEE International Conference on Computer Vision},
pages = {1697–1704},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2012
Puelma, T; Gutierrez, RA; Soto, A
Discriminative local subspaces in gene expression data for effective gene function prediction Journal Article
In: Bioinformatics, vol. 28, no. 17, pp. 2256–2264, 2012.
@article{puelma2012discriminative,
title = {Discriminative local subspaces in gene expression data for effective gene function prediction},
author = {T Puelma and RA Gutierrez and A Soto},
year = {2012},
date = {2012-01-01},
journal = {Bioinformatics},
volume = {28},
number = {17},
pages = {2256–2264},
publisher = {Oxford University Press},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2011
Mery, D; Lillo, I; Loebel, H; Riffo, V; Soto, A; Cipriano, A; Aguilera, JM
Automated fish bone detection using X-ray imaging Journal Article
In: Journal of Food Engineering, vol. 105, no. 3, pp. 485–492, 2011.
@article{mery2011automated,
title = {Automated fish bone detection using X-ray imaging},
author = {D Mery and I Lillo and H Loebel and V Riffo and A Soto and A Cipriano and JM Aguilera},
year = {2011},
date = {2011-01-01},
journal = {Journal of Food Engineering},
volume = {105},
number = {3},
pages = {485–492},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Maturana, D; Mery, D; Soto, A
Learning discriminative local binary patterns for face recognition Proceedings Article
In: 2011 IEEE International Conference on Automatic Face & Gesture Recognition, IEEE 2011.
@inproceedings{maturana2011learning,
title = {Learning discriminative local binary patterns for face recognition},
author = {D Maturana and D Mery and A Soto},
year = {2011},
date = {2011-01-01},
booktitle = {2011 IEEE International Conference on Automatic Face & Gesture Recognition},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Pichara, K; Soto, A
Active learning and subspace clustering for anomaly detection Proceedings Article
In: pp. 151–171, 2011.
@inproceedings{pichara2011active,
title = {Active learning and subspace clustering for anomaly detection},
author = {K Pichara and A Soto},
year = {2011},
date = {2011-01-01},
journal = {Intelligent Data Analysis},
volume = {15},
number = {2},
pages = {151–171},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2010
Montabone, S; Soto, A
Human detection using a mobile platform and novel features derived from a visual saliency mechanism Journal Article
In: Image and Vision Computing, vol. 28, no. 3, pp. 391–402, 2010.
@article{montabone2010human,
title = {Human detection using a mobile platform and novel features derived from a visual saliency mechanism},
author = {S Montabone and A Soto},
year = {2010},
date = {2010-01-01},
journal = {Image and Vision Computing},
volume = {28},
number = {3},
pages = {391–402},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Espinace, P; Kollar, T; Soto, A; Roy, N
Indoor scene recognition through object detection Proceedings Article
In: 2010 IEEE International Conference on Robotics and Automation, pp. 1406–1413, IEEE 2010.
@inproceedings{espinace2010indoor,
title = {Indoor scene recognition through object detection},
author = {P Espinace and T Kollar and A Soto and N Roy},
year = {2010},
date = {2010-01-01},
booktitle = {2010 IEEE International Conference on Robotics and Automation},
pages = {1406–1413},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Maturana, D; Mery, D; Soto, A
Face recognition with decision tree-based local binary patterns Proceedings Article
In: Asian Conference on Computer Vision, pp. 618–629, Springer 2010.
@inproceedings{maturana2010face,
title = {Face recognition with decision tree-based local binary patterns},
author = {D Maturana and D Mery and A Soto},
year = {2010},
date = {2010-01-01},
booktitle = {Asian Conference on Computer Vision},
pages = {618–629},
organization = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Mery, D; Chanona-Pérez, JJ; Soto, A; Aguilera, JM; Cipriano, A; others,
Quality classification of corn tortillas using computer vision Journal Article
In: Journal of Food Engineering, vol. 101, no. 4, pp. 357–364, 2010.
@article{mery2010quality,
title = {Quality classification of corn tortillas using computer vision},
author = {D Mery and JJ Chanona-Pérez and A Soto and JM Aguilera and A Cipriano and others},
year = {2010},
date = {2010-01-01},
journal = {Journal of Food Engineering},
volume = {101},
number = {4},
pages = {357–364},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Correa, J; Soto, A
Active visual perception for mobile robot localization Journal Article
In: Journal of Intelligent and Robotic Systems, vol. 58, no. 3, pp. 339–354, 2010.
@article{correa2010active,
title = {Active visual perception for mobile robot localization},
author = {J Correa and A Soto},
year = {2010},
date = {2010-01-01},
journal = {Journal of Intelligent and Robotic Systems},
volume = {58},
number = {3},
pages = {339–354},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2009
Mitnik, R; Recabarren, M; Nussbaum, M; Soto, A
Collaborative robotic instruction: A graph teaching experience Journal Article
In: Computers & Education, vol. 53, no. 2, pp. 330–342, 2009.
@article{mitnik2009collaborative,
title = {Collaborative robotic instruction: A graph teaching experience},
author = {R Mitnik and M Recabarren and M Nussbaum and A Soto},
year = {2009},
date = {2009-01-01},
journal = {Computers & Education},
volume = {53},
number = {2},
pages = {330–342},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Maturana, D; Mery, D; Soto, A
Face recognition with local binary patterns, spatial pyramid histograms and naive Bayes nearest neighbor classification Proceedings Article
In: 2009 International Conference of the Chilean Computer Science Society, pp. 125–132, IEEE 2009.
@inproceedings{maturana2009face,
title = {Face recognition with local binary patterns, spatial pyramid histograms and naive Bayes nearest neighbor classification},
author = {D Maturana and D Mery and A Soto},
year = {2009},
date = {2009-01-01},
booktitle = {2009 International Conference of the Chilean Computer Science Society},
pages = {125–132},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2008
Mitnik, R; Nussbaum, M; Soto, A
An autonomous educational mobile robot mediator Journal Article
In: Autonomous Robots, vol. 25, no. 4, pp. 367–382, 2008.
@article{mitnik2008autonomous,
title = {An autonomous educational mobile robot mediator},
author = {R Mitnik and M Nussbaum and A Soto},
year = {2008},
date = {2008-01-01},
journal = {Autonomous Robots},
volume = {25},
number = {4},
pages = {367–382},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Cansado, A; Soto, A
Unsupervised anomaly detection in large databases using Bayesian networks Journal Article
In: Applied Artificial Intelligence, vol. 22, no. 4, pp. 309–330, 2008.
@article{cansado2008unsupervised,
title = {Unsupervised anomaly detection in large databases using Bayesian networks},
author = {A Cansado and A Soto},
year = {2008},
date = {2008-01-01},
journal = {Applied Artificial Intelligence},
volume = {22},
number = {4},
pages = {309–330},
publisher = {Taylor & Francis},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Espinace, P; Langdon, D; Soto, A
Unsupervised identification of useful visual landmarks using multiple segmentations and top-down feedback Proceedings Article
In: pp. 538–548, 2008.
@inproceedings{espinace2008unsupervised,
title = {Unsupervised identification of useful visual landmarks using multiple segmentations and top-down feedback},
author = {P Espinace and D Langdon and A Soto},
year = {2008},
date = {2008-01-01},
journal = {Robotics and Autonomous Systems},
volume = {56},
number = {6},
pages = {538–548},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2007
Urtubia, A; Pérez-Correa, JR; Soto, A; Pszczolkowski, P
Using data mining techniques to predict industrial wine problem fermentations Journal Article
In: Food Control, vol. 18, no. 12, pp. 1512–1517, 2007.
@article{urtubia2007using,
title = {Using data mining techniques to predict industrial wine problem fermentations},
author = {A Urtubia and JR Pérez-Correa and A Soto and P Pszczolkowski},
year = {2007},
date = {2007-01-01},
journal = {Food Control},
volume = {18},
number = {12},
pages = {1512–1517},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2006
Soto, A; Espinace, P; Mitnik, R
A mobile robotics course for undergraduate students in computer science Proceedings Article
In: 2006 IEEE 3rd Latin American Robotics Symposium, pp. 187–192, IEEE 2006.
@inproceedings{soto2006mobile,
title = {A mobile robotics course for undergraduate students in computer science},
author = {A Soto and P Espinace and R Mitnik},
year = {2006},
date = {2006-01-01},
booktitle = {2006 IEEE 3rd Latin American Robotics Symposium},
pages = {187–192},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2005
Soto, A
Self adaptive particle filter Proceedings Article
In: IJCAI, pp. 1398–1406, 2005.
@inproceedings{soto2005self,
title = {Self adaptive particle filter},
author = {A Soto},
year = {2005},
date = {2005-01-01},
booktitle = {IJCAI},
pages = {1398–1406},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2003
Soto, A; Khosla, P
Probabilistic adaptive agent based system for dynamic state estimation using multiple visual cues Proceedings Article
In: Robotics Research: The Tenth International Symposium, pp. 559–572, Springer, 2003.
@inproceedings{soto2003probabilistic,
title = {Probabilistic adaptive agent based system for dynamic state estimation using multiple visual cues},
author = {A Soto and P Khosla},
year = {2003},
date = {2003-01-01},
booktitle = {Robotics Research: The Tenth International Symposium},
pages = {559–572},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
2002
Soto, A
A probabilistic approach for the adaptive integration of multiple visual cues using an agent framework PhD Thesis
Carnegie Mellon University, 2002.
@phdthesis{soto2002probabilistic,
title = {A probabilistic approach for the adaptive integration of multiple visual cues using an agent framework},
author = {A Soto},
year = {2002},
date = {2002-01-01},
school = {Carnegie Mellon University},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
2000
Saptharishi, M; Bhat, K; Diehl, CP; Oliver, CS; Savvides, M; Soto, A; Dolan, JM; others,
Recent advances in distributed collaborative surveillance Proceedings Article
In: Unattended Ground Sensor Technologies and Applications II, pp. 199–208, SPIE 2000.
@inproceedings{saptharishi2000recent,
title = {Recent advances in distributed collaborative surveillance},
author = {M Saptharishi and K Bhat and CP Diehl and CS Oliver and M Savvides and A Soto and JM Dolan and others},
year = {2000},
date = {2000-01-01},
booktitle = {Unattended Ground Sensor Technologies and Applications II},
volume = {4040},
pages = {199–208},
organization = {SPIE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
1999
Nourbakhsh, IR; Bobenage, J; Grange, S; Lutz, R; Meyer, R; Soto, A
An affective mobile robot educator with a full-time job Journal Article
In: Artificial Intelligence, vol. 114, no. 1-2, pp. 95–124, 1999.
@article{nourbakhsh1999affective,
title = {An affective mobile robot educator with a full-time job},
author = {IR Nourbakhsh and J Bobenage and S Grange and R Lutz and R Meyer and A Soto},
year = {1999},
date = {1999-01-01},
journal = {Artificial Intelligence},
volume = {114},
number = {1-2},
pages = {95–124},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Soto, A; Saptharishi, M; Trebi-Ollennu, A; Dolan, J; Khosla, P
Cyber-ATVs: Dynamic and Distributed Reconnaissance and Surveillance Using All-Terrain UGVs Proceedings Article
In: Carnegie Mellon University Technical Report, 1999.
@inproceedings{soto1999cyber,
title = {Cyber-ATVs: Dynamic and Distributed Reconnaissance and Surveillance Using All-Terrain UGVs},
author = {A Soto and M Saptharishi and A Trebi-Ollennu and J Dolan and P Khosla},
year = {1999},
date = {1999-01-01},
booktitle = {Carnegie Mellon University Technical Report},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Dolan, JM; Trebi-Ollennu, A; Soto, A; Khosla, PK
Distributed tactical surveillance with ATVs Proceedings Article
In: Unmanned Ground Vehicle Technology, pp. 192–199, SPIE 1999.
@inproceedings{dolan1999distributed,
title = {Distributed tactical surveillance with ATVs},
author = {JM Dolan and A Trebi-Ollennu and A Soto and PK Khosla},
year = {1999},
date = {1999-01-01},
booktitle = {Unmanned Ground Vehicle Technology},
volume = {3693},
pages = {192–199},
organization = {SPIE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
1998
Cipriano, A; Guarini, M; Vidal, R; Soto, A; Sepúlveda, C; Mery, D; Briseno, H
A real time visual sensor for supervision of flotation cells Journal Article
In: Minerals Engineering, vol. 11, no. 6, pp. 489–499, 1998.
@article{cipriano1998real,
title = {A real time visual sensor for supervision of flotation cells},
author = {A Cipriano and M Guarini and R Vidal and A Soto and C Sepúlveda and D Mery and H Briseno},
year = {1998},
date = {1998-01-01},
journal = {Minerals Engineering},
volume = {11},
number = {6},
pages = {489–499},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}