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Salembier P. Study of Binary Partition Tree Pruning Techniques for Polarimetric SAR images. In International Symposium on Mathematical Morphology, ISMM 2015. Reykjavik, Iceland: Springer; 2015.  (2.52 MB)
Salembier P. Structuring element adaptation for morphological filters. Journal of visual communication and image representation. 1992;3:115–136.
Salembier P, Benitez AB. Structure description tools. Journal of the American Society for Information Science. 2007;58:1329–1337.  (722.43 KB)
Pina O, Cumplido-Mayoral I, Cacciaglia R, González-de-Echávarri JMaría, Gispert JD, Vilaplana V. Structural Networks for Brain Age Prediction. In Medical Imaging with Deep Learning (MIDL 2022). In Press.
Casas J, Torres L. Strong edge features for image coding. In: Schafer RW, Maragos P, Butt MA. Mathematical Morphology and its Applications to Image and Signal Processing. Boston: Springer; 1996. pp. 443–450.
Casas J, Torres L. Strong edge features for image coding. In International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing III. 1996. pp. 443–450.
Haro G, Randall G, Sapiro G. Stratification Learning: Detecting Mixed Density and Dimensionality in High Dimensional Point Clouds. In Neural Information Processing Systems NIPS. Montreal: NIPS; 2007.  (702.08 KB)
Puig-Sitjes A, Jakubowski M, Fellinger J, Drewelow P, Gao Y, Niemann H, et al.. Strategy for the real-time detection of thermal events on the plasma facing components of Wendelstein 7-X. In 31st Symposium on Fusion Technology (SOFT2020). Dubrovnik, Croatia; 2020.
Torres L, Casas J, Arias E. Stochastic vector quantization of images. Signal Processing. 1997;62(3):291–301.
Alcoverro M. Stochastic optimization and interactive machine learning for human motion analysis. Pardàs M, Casas J. Signal Theory and Communications. [Barcelona]: UPC; 2014.  (17.16 MB)
Marqués F, Gasull A. Stochastic image model for segmentation. application to image coding. In SCANDINAVIAN CONFERENCE ON IMAGE ANALYSIS. 1993. pp. 265–272.
Oliveras A, Garrido L, Salembier P. Stereo image analyis using connected operators. In IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 1997. Munich, Germany; 1997. pp. 3169–3172.  (213.59 KB)
Kuijf H, Biesbroek M, de Bresser J, Heinen R, Andermatt S, Bento M, et al.. Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge. IEEE Transactions on Medical Imaging. 2019;.
Girbau A. Sports broadcasting and multiple object tracking with deep learning methods. Rius I, Giró-i-Nieto X, Marqués F. Signal Theory and Communications. 2021.
Roldán F. Speech-conditioned Face Generation with Deep Adversarial Networks. Pascual-deLaPuente S, Salvador A, McGuinness K, Giró-i-Nieto X. 2018.  (1.79 MB)
Oriol B. Species-agnostic Local Ancestry Inference on Genomic Data with Convolutions. Mas-Montserrat D, Ioannidis AG, Giró-i-Nieto X. 2021.
Luque B, Morros JR, Ruiz-Hidalgo J. Spatio-Temporal Road Detection from Aerial Imagery using CNNs. In International Conference on Computer Vision Theory and Applications. Porto, Portugal; 2017.  (6.14 MB)
Puig-Sitjes A, Casas J, Salembier P, Vizcarro D, Clemente R, Jakubowski M, et al.. Spatio-temporal Detection and Rracking of Thermal Events on the Plasma Facing Components of Wendelstein 7-X. In 4th IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis. Shanghai (online):; 2021.
Canton-Ferrer C, Casas J, Pardàs M. Spatio-temporal alignment and hyperspherical radon transform for 3D gait recognition in multi-view environments. In 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2010. pp. 116–121.
Casas J, Puig-Sitjes A, Puig-Folch P. Spatial-temporal Video Analysis for Improved Pedestrian Detection: Application to Density Estimation and Tracking in Demonstrations. In Image Analysis for Multimedia Interactive Services. 2004. pp. 334–346.
Cuadras C, Valero S, Salembier P, Chanussot J. Some measures of multivariate association relating two spectral data sets. In 19th International Conference on Computational Statistics, COMSTAT 2010. Paris, France; 2010.
Giró-i-Nieto X, Camps N. Solucions de programari lliure en un projecte d'adaptació de dades a XML. In V Jornades de Programari Lliure de la UPC. 2006.
Salvador A. Snap a photo, get a recipe: pic2recipe uses AI to predict food ingredients. Digital Trends; 2017.
Caminal I, Casas J, Royo S. SLAM-based 3D outdoor reconstructions from LIDAR data. In IC3D. Brussels, Belgium: IEEE; 2018.  (3.21 MB)
Campos V, Jou B, Giró-i-Nieto X, Torres J, Chang S-F. Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. In International Conference on Learning Representations (ICLR). 2018.