Thesesback
Knowledge graph population from news streams. Signal Theory and Communications. [Barcelona, Catalonia]: Universitat Politècnica de Catalunya; 2023. ![]() |
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Graph Convolutional Neural Networks for 3D Data Analysis. . Signal Theory and Communications. [Barcelona]: Universitat Politècnica de Catalunya; 2023. | .
Super-resolution and semantic segmentation of remote sensing images using deep learning techniques. . Signal Theory and Communications Department. 2022. | .
Few-shot 3D Reconstruction of Body Parts with Deep Neural Networks. . Signal Theory and Communications. 2022. | .
Data and methods for a visual understanding of sign languages. . Signal Theory and Communications. 2022. | .
Image and Video Object Segmentation in Low Supervision Scenarios. . Computer Architectures. [Barcelona]: Universitat Politecnica de Catalunya; 2021. | .
Sports broadcasting and multiple object tracking with deep learning methods. . Signal Theory and Communications. 2021. | .
Deep Learning that Scales: Leveraging Compute and Data. . Computer Architecture. [Barcelona, Catalonia]: Universitat Politècnica de Catalunya; 2020. ![]() |
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Learning to extract features for 2D-3D multimodal registration. . Universitat Politècnica de Catalunya (UPC); 2020. ![]() |
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Study of early stages of Alzheimer’s disease using magnetic resonance imaging. . Signal Theory and Communications. [Barcelona]: Universitat Politècnica de Catalunya; 2019. | .
Computer Vision beyond the visible: Image understanding through language. . Signal Theory and Communications. [Barcelona]: Universitat Politecnica de Catalunya; 2019. | .
Semantic and Generic Object Segmentation for Scene Analysis Using RGB-D Data. . Signal Theory and Communications (TSC). [download link]: Universitat Politècnica de Catalunya (UPC); 2018. | .
Multi-view depth coding based on a region representation combining color and depth information. . Signal Theory and Communications (TSC). Universitat Politècnica de Catalunya (UPC); 2017. ![]() |
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Study of Gene Regulatory Networks Inference Methods from Gene Expression Data. . 2017. ![]() |
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Manifold Learning for Super Resolution. . [Hannover]: Leibniz Universität Hannover; 2017. ![]() |
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Region-based Particle Filter Leveraged with a Hierarchical Co-clustering. . Signal Theory and Communications Department. [Barcelona]: UPC; 2016. | .
Visual Object Analysis using Regions and Local Features. . 2016. ![]() |
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Stochastic optimization and interactive machine learning for human motion analysis. . Signal Theory and Communications. [Barcelona]: UPC; 2014. ![]() |
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Hierarchical information representation and efficient classification of gene expression microarray data. . TSC. [Barcelona]: Universitat Politecnica de Catalunya; 2014. p. 150. ![]() |
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Monocular Depth Estimation in Images and Sequences using Occlusion Cues. . Signal Theory and Communications. 2014. p. 250. ![]() |
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Image Segmentation Evaluation and Its Application to Object Detection. . [Barcelona]: Universitat Politècnica de Catalunya, BarcelonaTech; 2014. ![]() |
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Human body analysis using depth data. . Universitat Politècnica de Catalunya (UPC); 2013. ![]() |
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Parametric Region-Based Foreground Segmentation in Planar and Multi-View Sequences. . Universitat Politècnica de Catalunya (UPC); 2013. ![]() |
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Part-Based Object Retrieval With Binary Partition Trees. . Signal Theory and Communications (UPC). [Barcelona, Catalonia]: Universitat Politècnica de Catalunya (UPC); 2012. p. 215. ![]() |
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Articulated Models for Human Motion Analysis. . Universitat Politècnica de Catalunya (UPC); 2012. ![]() |
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Surface Reconstruction for Multi-View Video. . Universitat Politècnica de Catalunya (UPC); 2011. ![]() |
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Media Aesthetics Based Multimedia Storytelling. . Universitat Politècnica de Catalunya (UPC); 2011. ![]() |
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Hyperspectral image representation and Processing with Binary Partition Trees. . Universitat Politècnica de Catalunya (UPC); 2011. ![]() |
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Information Theoretical Region Merging Approaches and Fusion of Hierarchical Image Segmentation Results. . Universitat Politècnica de Catalunya (UPC); 2010. ![]() |
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Generalized Lifting for Sparse Image Representation and Coding. . Universitat Politècnica de Catalunya (UPC); 2010. | .
Region-based face detection, segmentation and tracking. framework definition and application to other objects. . Universitat Politècnica de Catalunya (UPC); 2010. | .
Monocular Depth Estimation for Image Segmentation and Filtering. . Universitat Politècnica de Catalunya (UPC); 2009. | .
Human Motion Capture with Scalable Body Models. . Universitat Politècnica de Catalunya (UPC); 2009. ![]() |
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A Unified Framework for Consistent 2D/3D Foreground Object Detection. . Universitat Politècnica de Catalunya (UPC); 2008. | .
Efficient strategies for navigation through very large JPEG2000 image. . Université Catholique de Louvain (UCL); 2008. | .
Hierarchical Partition-Based Representations of Motion-Coherent Regions For Video Object Segmentation. . Universitat Politècnica de Catalunya (UPC); 2007. | .
Desarrollo de técnicas de procesado de imágenes, multitemporales y multisensoriales, de teledetección para la detección y seguimiento de estructuras oceanográficas. . Universidad de Las Palmas de Gran Canaria (ULPGC); 2006. | .
Optimization and Generalization of Lifting Schemes: Application to Lossless Image Compression. Universitat Politècnica de Catalunya (UPC); 2006. | .
On the Synergy between indexing and compression representations for video sequences. . Universitat Politècnica de Catalunya (UPC); 2006. ![]() |
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Dual morphology-based and Bayesian approach for markerless human motion capture in natural interaction environments. . Université Catholique de Louvain (UCL); 2006. | .
Optimization of Segmentation Based Video Sequence Coding Techniques: Application to Content Based Functionalities. . Universitat Politècnica de Catalunya (UPC); 2004. | .
Analysis of Video Sequences for Content Description. Table of Contents & Index Creation and Scene Classification. . Universitat Politècnica de Catalunya (UPC); 2003. | .
Hierarchical Region Based Processing of Images and Video Sequences: Application to Filtering, Segmentation and Information Retrieval. . Universitat Politècnica de Catalunya (UPC); 2002. | .
Contribució a l'anàlisi morfològica d'imatges amb operadors connexes. . Universitat Politècnica de Catalunya (UPC); 1997. | .
Image compression based on perceptual coding techniques. . Signal Theory and Communications. [download link]: Universitat Politècnica de Catalunya (UPC); 1996. p. 178. | .
Segmentación Morfológica de Secuencias de Imágenes: Aplicación a la Codificación. . Universitat Politècnica de Catalunya (UPC); 1995. | .
Higher-order statistics applications in image sequence processing. . Universitat Politècnica de Catalunya (UPC); 1994. | .
Multiresolution image segmentation based on camporend random fields: Application to image coding. . Universitat Politècnica de Catalunya (UPC); 1992. | .