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2024
Mayoral ICumplido, Vilaplana V, Gispert JD. BIOLOGICAL BRAIN-AGE PREDICTION USING MACHINE LEARNING ON NEUROIMAGING DATA: LINKS WITH PATHOPHYSIOLOGICAL MECHANISMS, DEMENTIA RISK FACTORS AND COGNITIVE DECLINE. Department of Experimental and Health Sciences (DCEXS), Universitat Pompeu Fabra. 2024. Google Scholar BibTex
Schürholt K. Hyper-Representations: Learning from Populations of Neural Networks. Mahoney M, Giró-i-Nieto X, Borth D. Unievrsity of St. Gallen. 2024. Google Scholar BibTex (18.12 MB)

2023
Fernàndez D, Marqués F, Giró-i-Nieto X, Bou-Balust E. Knowledge graph population from news streams. Signal Theory and Communications. [Barcelona, Catalonia]: Universitat Politècnica de Catalunya; 2023. Google Scholar BibTex (6.07 MB)
Mosella-Montoro A. Graph Convolutional Neural Networks for 3D Data Analysis. Ruiz-Hidalgo J. Signal Theory and Communications. [Barcelona]: Universitat Politècnica de Catalunya; 2023. Google Scholar BibTex

2022
Salgueiro L, Vilaplana V, Marcello J. Super-resolution and semantic segmentation of remote sensing images using deep learning techniques. Signal Theory and Communications Department. 2022. Google Scholar BibTex
Ramon E. Few-shot 3D Reconstruction of Body Parts with Deep Neural Networks. Moreno F, Garcia J, Giró-i-Nieto X. Signal Theory and Communications. 2022. Google Scholar BibTex
Duarte A. Data and methods for a visual understanding of sign languages. Torres J, Giró-i-Nieto X. Signal Theory and Communications. 2022. Google Scholar BibTex

2021
Bellver M. Image and Video Object Segmentation in Low Supervision Scenarios. Torres J, Giró-i-Nieto X. Computer Architectures. [Barcelona]: Universitat Politecnica de Catalunya; 2021. Google Scholar BibTex
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. Google Scholar BibTex

2020
Campos V. Deep Learning that Scales: Leveraging Compute and Data. Torres J, Giró-i-Nieto X. Computer Architecture. [Barcelona, Catalonia]: Universitat Politècnica de Catalunya; 2020. Google Scholar BibTex (8.55 MB)
Pujol-Miró A. Learning to extract features for 2D-3D multimodal registration. Casas J, Ruiz-Hidalgo J. Universitat Politècnica de Catalunya (UPC); 2020. Google Scholar BibTex (14.22 MB)

2019
Casamitjana A, Vilaplana V. Study of early stages of Alzheimer’s disease using magnetic resonance imaging. Signal Theory and Communications. [Barcelona]: Universitat Politècnica de Catalunya; 2019. Google Scholar BibTex
Salvador A. Computer Vision beyond the visible: Image understanding through language. Giró-i-Nieto X, Marqués F. Signal Theory and Communications. [Barcelona]: Universitat Politecnica de Catalunya; 2019. Google Scholar BibTex

2018
Lin X. Semantic and Generic Object Segmentation for Scene Analysis Using RGB-D Data. Casas J, Pardàs M. Signal Theory and Communications (TSC). [download link]: Universitat Politècnica de Catalunya (UPC); 2018. Google Scholar BibTex

2017
Maceira M. Multi-view depth coding based on a region representation combining color and depth information. Ruiz-Hidalgo J, Morros JR. Signal Theory and Communications (TSC). Universitat Politècnica de Catalunya (UPC); 2017. Google Scholar BibTex (15.24 MB)
Bellot P. Study of Gene Regulatory Networks Inference Methods from Gene Expression Data. Salembier P. 2017. Google Scholar BibTex (2.73 MB)
Perez-Pellitero E. Manifold Learning for Super Resolution. Rosenhahn B, Ruiz-Hidalgo J. [Hannover]: Leibniz Universität Hannover; 2017. Google Scholar BibTex (18.6 MB)

2016
Varas D. Region-based Particle Filter Leveraged with a Hierarchical Co-clustering. Marqués F. Signal Theory and Communications Department. [Barcelona]: UPC; 2016. Google Scholar BibTex
Ventura C. Visual Object Analysis using Regions and Local Features. Giró-i-Nieto X, Vilaplana V, Marqués F. 2016. Google Scholar BibTex (2.5 MB)

2014
Alcoverro M. Stochastic optimization and interactive machine learning for human motion analysis. Pardàs M, Casas J. Signal Theory and Communications. [Barcelona]: UPC; 2014. Google Scholar BibTex (17.16 MB)
Bosio M. Hierarchical information representation and efficient classification of gene expression microarray data. Salembier P, Oliveras A. TSC. [Barcelona]: Universitat Politecnica de Catalunya; 2014. p. 150. Google Scholar BibTex (2.76 MB)
Palou G. Monocular Depth Estimation in Images and Sequences using Occlusion Cues. Salembier P. Signal Theory and Communications. 2014. p. 250. Google Scholar BibTex (107.61 MB)
Pont-Tuset J. Image Segmentation Evaluation and Its Application to Object Detection. Marqués F. [Barcelona]: Universitat Politècnica de Catalunya, BarcelonaTech; 2014. Google Scholar BibTex (48.44 MB)

2013
Suau X. Human body analysis using depth data. Casas J, Ruiz-Hidalgo J. Universitat Politècnica de Catalunya (UPC); 2013. Google Scholar BibTex (10.67 MB)
Gallego J. Parametric Region-Based Foreground Segmentation in Planar and Multi-View Sequences. Pardàs M. Universitat Politècnica de Catalunya (UPC); 2013. Google Scholar BibTex (70.23 MB)

2012
Giró-i-Nieto X. Part-Based Object Retrieval With Binary Partition Trees. Marqués F, Chang S-F. Signal Theory and Communications (UPC). [Barcelona, Catalonia]: Universitat Politècnica de Catalunya (UPC); 2012. p. 215. Google Scholar BibTex (16.34 MB)
López-Méndez A. Articulated Models for Human Motion Analysis. Casas J. Universitat Politècnica de Catalunya (UPC); 2012. Google Scholar BibTex (2.47 MB)

2011
Salvador J. Surface Reconstruction for Multi-View Video. Casas J. Universitat Politècnica de Catalunya (UPC); 2011. Google Scholar BibTex (4.74 MB)
Obrador P. Media Aesthetics Based Multimedia Storytelling. Casas J. Universitat Politècnica de Catalunya (UPC); 2011. Google Scholar BibTex (4.07 MB)
Valero S. Hyperspectral image representation and Processing with Binary Partition Trees. Salembier P. Universitat Politècnica de Catalunya (UPC); 2011. Google Scholar BibTex (20.92 MB)

2010
Calderero F. Information Theoretical Region Merging Approaches and Fusion of Hierarchical Image Segmentation Results. Marqués F. Universitat Politècnica de Catalunya (UPC); 2010. Google Scholar BibTex (57.57 MB)
Rolón J. Generalized Lifting for Sparse Image Representation and Coding. Salembier P. Universitat Politècnica de Catalunya (UPC); 2010. Google Scholar BibTex
Vilaplana V. Region-based face detection, segmentation and tracking. framework definition and application to other objects. Marqués F. Universitat Politècnica de Catalunya (UPC); 2010. Google Scholar BibTex

2009
Dimiccoli M. Monocular Depth Estimation for Image Segmentation and Filtering. Salembier P. Universitat Politècnica de Catalunya (UPC); 2009. Google Scholar BibTex
Canton-Ferrer C. Human Motion Capture with Scalable Body Models. Casas J, Pardàs M. Universitat Politècnica de Catalunya (UPC); 2009. Google Scholar BibTex (13.45 MB)

2008
Landabaso J-L. A Unified Framework for Consistent 2D/3D Foreground Object Detection. Pardàs M. Universitat Politècnica de Catalunya (UPC); 2008. Google Scholar BibTex
Iregui M. Efficient strategies for navigation through very large JPEG2000 image. Marqués F, Macq B. Université Catholique de Louvain (UCL); 2008. Google Scholar BibTex

2007
Chang C. Hierarchical Partition-Based Representations of Motion-Coherent Regions For Video Object Segmentation. Pardàs M, Marqués F. Universitat Politècnica de Catalunya (UPC); 2007. Google Scholar BibTex

2006
Marcello J. Desarrollo de técnicas de procesado de imágenes, multitemporales y multisensoriales, de teledetección para la detección y seguimiento de estructuras oceanográficas. Marqués F, Eugenio F. Universidad de Las Palmas de Gran Canaria (ULPGC); 2006. Google Scholar BibTex
Solé J. Optimization and Generalization of Lifting Schemes: Application to Lossless Image Compression. Universitat Politècnica de Catalunya (UPC); 2006. Google Scholar BibTex
Ruiz-Hidalgo J. On the Synergy between indexing and compression representations for video sequences. Salembier P. Universitat Politècnica de Catalunya (UPC); 2006. Google Scholar BibTex (4.35 MB)
Correa P. Dual morphology-based and Bayesian approach for markerless human motion capture in natural interaction environments. Marqués F, Macq B. Université Catholique de Louvain (UCL); 2006. Google Scholar BibTex

2004
Morros JR. Optimization of Segmentation Based Video Sequence Coding Techniques: Application to Content Based Functionalities. Marqués F. Universitat Politècnica de Catalunya (UPC); 2004. Google Scholar BibTex

2003
Llach J. Analysis of Video Sequences for Content Description. Table of Contents & Index Creation and Scene Classification. Salembier P. Universitat Politècnica de Catalunya (UPC); 2003. Google Scholar BibTex

2002
Garrido L. Hierarchical Region Based Processing of Images and Video Sequences: Application to Filtering, Segmentation and Information Retrieval. Salembier P. Universitat Politècnica de Catalunya (UPC); 2002. Google Scholar BibTex

1997
Oliveras A. Contribució a l'anàlisi morfològica d'imatges amb operadors connexes. Salembier P. Universitat Politècnica de Catalunya (UPC); 1997. Google Scholar BibTex

1996
Casas J. Image compression based on perceptual coding techniques. Torres L. Signal Theory and Communications. [download link]: Universitat Politècnica de Catalunya (UPC); 1996. p. 178. Google Scholar BibTex

1995
Pardàs M. Segmentación Morfológica de Secuencias de Imágenes: Aplicación a la Codificación. Salembier P. Universitat Politècnica de Catalunya (UPC); 1995. Google Scholar BibTex

1994
Sayrol E. Higher-order statistics applications in image sequence processing. Gasull A. Universitat Politècnica de Catalunya (UPC); 1994. Google Scholar BibTex

1992
Marqués F. Multiresolution image segmentation based on camporend random fields: Application to image coding. Gasull A. Universitat Politècnica de Catalunya (UPC); 1992. Google Scholar BibTex