Xavier P. Burgos-Artizzu

Behavior Recognition

Automated measurement of mouse social behaviors using depth sensing, video tracking, and machine learning. Hong W., Kennedy A., Burgos-Artizzu X.P., Zelikowsky M., Navonne S., Perona P., Anderson D.J.
Proceedings of the National Academy of Sciences USA. 2015. pdf  | PNAS online

Detecting social actions of fruit flies. E. Eyjolfsdottir, S. Branson, X.P. Burgos-Artizzu, E.D. Hoopfer, J. Schor, D.J. Anderson, and P. Perona. In ECCV’14, Zurich, Switzerland, September 2014. pdf  | Supp Material  | Project website (dataset/code)  

Social behavior recognition in continuous video. X.P. Burgos-Artizzu, P.Dollar, D.Lin, D.J. Anderson, P.Perona. In CVPR 2012, Providence, RI.   pdf | Supp Material  |  Poster  |  Project website (dataset/code)

Learning animal social behavior from trajectory features. E. Eyjolfsdottir, X.P. Burgos-Artizzu, S. Branson, K. Branson, D.J. Anderson, P. Perona. Workshop on Visual Observation and Analysis of Animal and Insect Behavior (VAIB’12). Tsukuba, Japan, November 2012.  pdf

Face recognition

Pose and expression-coherent face recovery in the wild. X.P. Burgos-Artizzu, J. Zepeda, F. Le Clerc, P. Perez. In RSL-CV (ICCV’15 Workshop), Santiago, Chile, December 2015. pdf  | Supp Material

Real-time expression-sensitive HMD face reconstruction. X.P. Burgos-Artizzu, J. Fleureau, O. Dumas, T. Thapie, F. Le Clerc, N. Mollet. In SIGGRAPH Asia (Technical Brief), Kobe, Japan, November 2015. pdf  | Paper videos

Distance estimation of an unknown person from a portrait. X.P. Burgos-Artizzu, M.R. Ronchi, P. Perona. In ECCV’14, Zurich, Switzerland, September 2014. pdf  | Supp Material  | Project website (dataset/code)  |  Poster

Robust face landmark estimation under occlusion. X.P. Burgos-Artizzu, P. Perona, P. Dollar. In ICCV’13, Sydney, Australia, December 2013. pdf  |  Supp Material   |  Project website (dataset/code)  |  Poster

Merging pose estimates across space and time. X.P. Burgos-Artizzu, D. Hall, P. Perona, P. Dollar. In BMVC’13, Bristol, UK, September 2013.  pdf  | Supp Material  |  Project website (dataset/code)  |  Poster |  abstract

Precision Agriculture/Weed Detection

Real-time weed/crop discrimination through fast image registration. X.P. Burgos-Artizzu, P.Dollar, A. Ribeiro, P. Perona. In RHEA’12, Pisa, Italy, September 2012. pdf

Real-time image processing for crop/weed discrimination in maize fields. X. P. Burgos-Artizzu, A. Ribeiro, M. Guijarro, G. Pajares. Computers and Electronics in Agriculture vol 75(2), p 337-346, 2011. pdf

Automatic segmentation of relevant textures in agricultural images. M. Guijarro, G. Pajares, I. Riomoros, P.J. Herrera, X.P. Burgos-Artizzu, A. Ribeiro. Computers and Electronics in Agriculture vol 75(1), p 75-83, 2011. pdf

Analysis of Natural Images Processing for the Extraction of Agricultural Elements. X. P. Burgos-Artizzu, A. Ribeiro, A. Tellaeche, G. Pajares, and C. Fernandez-Quintanilla. Image and Vision Computing vol 28 p 138-149, 2010.  pdf

Improving Weed Pressure Assessment Using Digital Images from a Experience-Based Reasoning Approach.  X. P. Burgos-Artizzu, A. Ribeiro, A.Tellaeche, G. Pajares, C. Fernandez-Quintanilla. Computers and Electronics in Agriculture vol 65(2) p176-185, 2009.    pdf

Optimisation of Natural Images Processing Using Different Evolutionary Algorithms. X.P. Burgos-Artizzu, A. Ribeiro,  A.Tellaeche , and G. Pajares. IEEE Congress on Evolutionary Computation, 2008.   pdf

A vision-based method for weeds identification through the Bayesian decision theory A. Tellaeche, X. P. Burgos-Artizzu, G. Pajares, A. Ribeiro. Pattern Recognition vol 41(2) p 521-530, 2008.   pdf

A new vision-based decision making approach for a differential spraying operation in Precision Agriculture. A. Tellaeche, X. P. Burgos-Artizzu, G. Pajares, A. Ribeiro, C. Fernandez-Quintanilla. Computers and Electronics in Agriculture vol 60 (2) p 144-155, 2008.   pdf

A Vision-based Classifier in Precision Agriculture Combining Bayes and Support Vector Machines. Alberto Tellaeche, Xavier P. Burgos, Gonzalo Pajares, Angela Ribeiro. IEEE International Symposium on Intelligent Signal Processing (WISP07) vol 1(1) p 425-430, 2007. pdf

Field Robotics

Design and development of a precision spraying system. A. Ribeiro, X. P. Burgos-Artizzu, D. Andujar, J. Dorado, J. J. Anaya, and C. Fernandez-Quintanilla. In Conference on Precision Crop Protection, 2010.

Controlador Borroso Multivariable para el Ajuste de Tratamientos en Agricultura de Precision. X. P. Burgos-Artizzu , A. Ribeiro, M. de Santos. Revista Iberoamericana de Automatica e Informatica vol 4 (2) 64-71, 2007.  pdf

Real-time Image Processing for the Guidance of a Small Agricultural Field Inspection Vehicle.  R. Gottschalk, X.P. Burgos-Artizzu, A. Ribeiro, G. Pajares y A. Sanchez-Miralles. International Journal of Intelligent Systems Technologies and Applications (IJISTA) vol 8 p 434-443, 2010.  pdf