Publications

An updated version of my publications is also provided at Google scholar.
Patents
Method for Obtaining Drivable Road Areas. José M. Álvarez, Felipe Lumbreras. Publication number: WO2011160672 (A1) 011-12-29. Applicant: Centre de Visio per Computador European patent office link.
Headlight evaluation process. Jordi Carrasco, Francesc Dorca, Magnolia Paredes, José M. Álvarez, Antonio Lopez, Felipe Lumbreras, Joan Serrat. Publication number: EP 1970690 (A2)(A3), ES 2319033 (A1). Priority date: 2007-03-15. Applicant: Seat, S.A. European patent office link.
Load volume measuring system for use in platform or box open vehicles, comprises structure under which vehicle is parked during measurement, where laser beam probe is arranged in structure. Ignasi Maluquer, José M. Álvarez. Publication number: ES2301327 (A1), (B1). Priority date: 2006-01-04. Applicant: Electronic Engineering Solutions, S.L. European patent office link.
Journal articles
José M. Álvarez, Antonio M. López, Theo Gevers and F. Lumbreras. Combining Priors, Appearance and Context for Road Detection. In IEEE Trans. Intelligent Transportation Systems, accepted. Dec 2013.
José M. Álvarez, Theo Gevers, F. Diego and Antonio M. López. Road Geometry Classification by Adaptive Shape Models . In IEEE Trans. Intelligent Transportation Systems, March 2013.
José M. Álvarez, Theo Gevers and Antonio M. López. Learning Photometric Invariance for Object Detection. In International Journal of Computer Vision March 2010.
José M. Álvarez and Antonio M. López. Road Detection Based on Illuminant Invariance . In IEEE Trans. Intelligent Transportation Systems, March 2011.
J. López-López, José M. Álvarez, E. Jané-Salas, A. Estrugo-Devesa, R. Ayuso-Montero, E. Velasco-Ortega, Computer-Aided System for Morphometric Mandibular Index Computation (using dental panoramic radiographs). Dentistry, Oral Surgery & Medicine. Sep 2011.
F. Dornaika, José M. Álvarez, Angel D. Sappa and Antonio M. Lopez. A New Framework for Stereo Sensor Pose through Road Segmentation and Registration. Submitted to IEEE Trans. Intelligent Transportation Systems, December 2011.
Jose López-López, E. Chimenos-Küstner, C. Manzanares-Céspedes, J. Muñoz-Sánchez, Pol Castañeda-Vega, E. Jané-Salas, José M. Álvarez, A. Gimeno-Sanding. Histomorphological study of the bone regeneration capacity of platelet-rich plasma, bone marrow and tricalcium phosphate Experimental Study on pigs. In Oral Medicine and Pathology. 1;14(12):e620-7 December 2009.
J. Serrat, F. Diego, F. Lumbreras, José M. Álvarez, Antonio M. López and C. Elvira. Dynamic comparison of headlights. In Jourmal of Automobile Engineering, Proc. of the Institution of Mechanical Engineers, Part D, June 2007.
Journal articles-under review
José M. Álvarez, Theo Gevers, Yann LeCun, Antonio M. López Recovering the Road Scene Layout using Convolutional Neural Networks.
José M. Alvarez, Theo Gevers, Antonio M. Lopez. Road Detection by One-Class Color Classification: Dataset and Experiments..
German Ros, José M. Alvarez, Julio Guerrero.Motion Estimation via Robust Decomposition with Constrained Rank..
Major conferences
F Alnajar, Z Lou, José M. Alvarez, T Gevers. Expression-Invariant Age Estimation. (Oral!) British Machine Vision Conference (BMVC'14).
A Shahriari, José M. Alvarez, A Robles-Kelly. Class-driven color transformation for semantic labeling. Asian Conference Computer Vision (ACCV'14).
H Zhou, H Kong, José M. Alvarez, D Creighton, S Nahavandi. Fast Road Detection and Tracking in Aerial Videos. IEEE Intelligent Vehicles Symposium (IV'14).
José M. Alvarez, Mathieu Salzmann, Nick Barnes. Data Driven Road Detection. IEEE Winter Conference on Applications of Computer Vision (WACV 14).
José M. Alvarez, Mathieu Salzmann, Nick Barnes. Large-Scale Semantic Co-Labeling of Image Sets. IEEE Winter Conference on Applications of Computer Vision (WACV 14).
Lachlan Horne, José M. Alvarez, Nick Barnes. Exploiting Sparsity for Real Time Video Labelling. IEEE International Conference on Computer Vision (ICCV) Workshops (CVVT:E2M 2013).
José M. Alvarez, Mathieu Salzmann, Nick Barnes. Learning Appearance Models for Road Detection. IEEE Intelligent Vehicle Symposium (IV’13), Sydney, Australia. 2013.
José M. Álvarez, Yann LeCun, Theo Gevers and Antonio M. López. Road Scene Segmentation from a Single Image. In Proc. European Conf. on Computer Vision (ECCV'12), Florence, 2012.
José M. Álvarez, Yann LeCun, Theo Gevers and Antonio M. López. Semantic Road Scene Segmentation via Multi-Scale Ensembles of Learned Features . In Proc. European Conf. on Computer Vision, Workshop (ECCVW'12), Florence, 2012.
José M. Álvarez, Theo Gevers and Antonio M. López. 3D Scene Priors for Road Detection. In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR'10), San Francisco, CA, 2010.
José M. Álvarez, Theo Gevers and Antonio M. López. Learning Photometric Invariance from Diversified Color Model Ensembles. In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR'09), Miami, Fl 2009.
Ferran Diego, José M. Álvarez, Joan Serrat and Antonio M. López. Vision based Road Detection via On line Video Registration. In Proc. IEEE Int. Conf. on Intelligent Transportation Systems, 2010.
José M. Alvarez, Felipe Lumbreras, Theo Gevers and Antonio M. López. Geographic Information for Vision-Based Road Detection. IEEE Intelligent Vehicle Symposium (IV’10), San Diego, CA. 2010.
José M. Alvarez, Theo Gevers and Antonio M. López..Vision-Based Road Detection using Road Models. International Conference in Image Processing (ICIP’09), El Cairo, 2009.
José M. Álvarez, F. Diego, Joan Serrat, Antonio M. López and Daniel Ponsa. Automatic Ground-truthing using Video Registration for On-Board Detection Algorithms. International Conference in Image Processing (ICIP’09), El Cairo, 2009.
José M. Álvarez, Antonio M. López. Novel Index for Objective Evaluation of Road Detection Algorithms. Intelligent Transportation Systems (ITSC’08). Beijing China, 2008.
José M. Álvarez, Antonio M. López, and R. Baldrich. Illuminant Invariant Model-Based Road Segmentation. In 2008 IEEE Intelligent Vehicles Symposium (IV’08), Eindhoven, The Netherlands. 2008
José M. Álvarez, Antonio M. López, and R. Baldrich. Shadow Resistant Road Segmentation from a Mobile Monocular System. In 3rd Iberian Conf. on Pattern Recognition and Image Analysis. (IbPRIA’07), Girona, Spain. 2007
J. Serrat, F. Diego, F. Lumbreras, José M. Álvarez. Alignment of videos recorded from moving vehicles. International Conference on Image Analysis and Processing (ICIAP’07), Modena, Italy. 2007.
C. Elvira, F. Dorca, José M. Álvarez. System for Night Video Acquisition and Synchronization. International Symposium on Automotive Lighting (ISAL’07). Darmstadt, Germany. 2007.

 

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