Demos
Related Publications |
Romera, Alvarez, Bergasa and Arroyo. Efficient ConvNets for Real-Time Semantic Segmentation. IV'2017.
A compact ConvNet running at real-time (65fps +) in an embedded platform. A join work with Lars Andersson and Lars Petersson.
|
Related Publications |
José M. Álvarez and Lars Petersson. DecomposeMe: Simplifying ConvNets for end to end Learning. In Arxiv.
![]() |
Related Publications |
German Ros and José M. Álvarez. Unsupervised Image Transformation for Outdoor Semantic Labelling. In IEEE-IV 2015.

Related Publications |
José M. Álvarez, Mathieu Salzmann and Nick Barnes. Large-Scale Semantic Co-Labeling of Image Sets. In WACV'14.
A Convolutional Neural network is trained using a large dataset with machine-generated labels (weak ground truth). These labels are generated using a general algorithm. The algorithm shows how convolutional neural networks can generalize from these weakly annotated data.
|
Related Publications |
Jose M. Alvarez, Theo Gevers, Yann LeCun and Antonio M. Lopez, Road Scene Understanding from a Single Image. European Conference Computer Vision (ECCV 2012)
José M. Álvarez, Antonio M. López, Theo Gevers and Felipe Lumbreras.
|
Related Publications |
José M. Álvarez, Antonio M. Lopez, Theo Gevers and Felipe Lumbreras. Combining Priors, Color and Context for Road Detection. IEEE Trans. Intelligent Transportation Systems (ITS), to appear.
José M. Álvarez, 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.
Method for Obtaining Drivable Road Area. José M. Álvarez and Felipe Lumbreras.
Jose M. Alvarez and Antonio M. Lopez
Related Publications |
Jose M. Alvarez and Antonio M. Lopez, Road Detection based on Illuminant Invariance. IEEE Trans. Intelligent Transportation Systems (ITS).
Jose M. Alvarez and Antonio M. Lopez and R. Baldrich, Illuminant Invariant Model-Based Road Segmentation. IEEE Intelligent Vehicles Symposium (IV'08).
José M. Álvarez, Theo Gevers and Antonio M. López.
![]() |
|
Related Publications |
José M. Álvarez, Theo Gevers and Antonio M. López. Learning Photometric Invariance for Object Detection. In International Journal of Computer Vision Volume 90, Number 1, 45-6, 2010.
José M. Álvarez, Theo Gevers and Antonio M. Lopez. Learning Photometric Invariance from Diversified Color Model Ensembles. In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR'09), Miami, Fl 2009.
José M. Álvarez and Jose López-López.
Related Publications |
"J. López-López, Jose M. Alvarez, 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
J. Serrat, F. Diego, F. Lumbreras, José M. Álvarez and Antonio M. López.
Related Publications |
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