Publications

76 entries « 2 of 2 »

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.

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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.

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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.

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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.

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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.

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Pichara, K; Soto, A

Active learning and subspace clustering for anomaly detection Proceedings Article

In: pp. 151–171, 2011.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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2005

Soto, A

Self adaptive particle filter Proceedings Article

In: IJCAI, pp. 1398–1406, 2005.

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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.

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2002

Soto, A

A probabilistic approach for the adaptive integration of multiple visual cues using an agent framework PhD Thesis

Carnegie Mellon University, 2002.

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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.

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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.

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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.

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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.

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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.

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76 entries « 2 of 2 »