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Author Title [ Type(Desc)] Year
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Ms Thesis
Nespereira A. Siamese Convolutional Neural Network for Learning Object Similarities in RGB-D Images. Husain F, Adamek T, Giró-i-Nieto X. 2016.
Cabot P, Tarrés L, Giró-i-Nieto X. Sign-Language Translation with Pseudo-Glosses. 2022.  (7.51 MB)
Gil-Moreno A. Sistema de gestió de vídeo off-line per una smart-room. Casas J. 2007.  (4.54 MB)
Romero-Lopez A. Skin Lesion Detection from Dermoscopic Images using Convolutional Neural Networks. Giró-i-Nieto X, Marques O. 2017.
Oriol B. Species-agnostic Local Ancestry Inference on Genomic Data with Convolutions. Mas-Montserrat D, Ioannidis AG, Giró-i-Nieto X. 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)
Casals R. Synthesis of acne images for data augmentation with generative adversarial networks. Vilaplana V. 2019.
Patent
Salembier P, Marqués F, Corset I, Bouchard L, Jeannin S, Pardàs M, et al.. Segmented Picture Coding Method and System and Corresponding Decoding Method and System. 1996.  (2.27 MB)
Presentation
Giró-i-Nieto X. Sign Language Translation and Production Multimedia and Multimodal Challenges for All. 2021.
Report
Cabot P. Sign Language Translation based on Transformers for the How2Sign Dataset. Tarrés L, Giró-i-Nieto X. 2022 .  (1.56 MB)
Thesis
Pardàs M. Segmentación Morfológica de Secuencias de Imágenes: Aplicación a la Codificación. Salembier P. Universitat Politècnica de Catalunya (UPC); 1995.
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.
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.
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)
Casamitjana A. Study of early stages of Alzheimer’s disease using magnetic resonance imaging. Vilaplana V. Signal Theory and Communications. [Barcelona]: Universitat Politècnica de Catalunya; 2019.
Bellot P. Study of Gene Regulatory Networks Inference Methods from Gene Expression Data. Salembier P. 2017.  (2.73 MB)
Salgueiro L. Super-resolution and semantic segmentation of remote sensing images using deep learning techniques. Vilaplana V, Marcello J. Signal Theory and Communications Department. 2022.
Salvador J. Surface Reconstruction for Multi-View Video. Casas J. Universitat Politècnica de Catalunya (UPC); 2011.  (4.74 MB)
Ruiz-Hidalgo J. On the Synergy between indexing and compression representations for video sequences. Salembier P. Universitat Politècnica de Catalunya (UPC); 2006.  (4.35 MB)
Web Article
Salvador A. Snap a photo, get a recipe: pic2recipe uses AI to predict food ingredients. Digital Trends; 2017.

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