Journal Articles by Xavier Giró back

2024
M. Barrabés, Perera, M., Novelle, V., Moriano, X., Giró-i-Nieto, X., Mas-Montserrat, D., and Ioannidis, A. G., “Advances in Biomedical Missing Data Imputation: A Survey”, IEEE Access, 2024.
2023
A. Dominguez, Mas-Montserrat, D., Bustamante, C., Giró-i-Nieto, X., and Ioannidis, A. G., “Neural ADMIXTURE: rapid population clustering with autoencoders”, Nature Computational Science, 2023.
M. Geleta, Mas-Montserrat, D., Giró-i-Nieto, X., and Ioannidis, A. G., “Deep Variational Autoencoders for Population Genetics”, 2023.
2022
M. Bellver-Bueno, Ventura, C., Silberer, C., Kazakos, I., Torres, J., and Giró-i-Nieto, X., “RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation”, Multimedia Tools and Applications, 2022. (5.78 MB)
O. Bernal, Mas-Montserrat, D., Giró-i-Nieto, X., and Ioannidis, A. G., “SALAI-Net: species-agnostic local ancestry inference network”, Bioinformatics, vol. 38, 2022.
2020
M. Bellver, Salvador, A., Torres, J., and Giró-i-Nieto, X., “Mask-guided sample selection for Semi-Supervised Instance Segmentation”, Multimedia Tools and Applications, 2020. (2.2 MB)
2019
C. Ventura, Varas, D., Vilaplana, V., Giró-i-Nieto, X., and Marques, F., “Multiresolution co-clustering for uncalibrated multiview segmentation”, Signal Processing: Image Communication, 2019. (4.35 MB)
2018
M. Assens, McGuinness, K., O'Connor, N., and Giró-i-Nieto, X., “Scanpath and Saliency Prediction on 360 Degree Images”, Elsevier Signal Processing: Image Communication, 2018. (2.61 MB)
M. Dimiccoli, Gurrin, C., Crandall, D., Giró-i-Nieto, X., and Radeva, P., “Introduction to the special issue: Egocentric Vision and Lifelogging”, Journal of Visual Communication and Image Representation, 2018. (116.21 KB)
2017
V. Campos, Jou, B., and Giró-i-Nieto, X., “From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction”, Image and Vision Computing, 2017. (1.92 MB)
2016
A. Carlier, Salvador, A., Cabezas, F., Giró-i-Nieto, X., Charvillat, V., and Marques, O., “Assessment of Crowdsourcing and Gamification Loss in User-Assisted Object Segmentation”, Multimedia Tools and Applications, vol. 23, no. 75, 2016. (5.05 MB)
2015
E. Mohedano, Healy, G., McGuinness, K., Giró-i-Nieto, X., O'Connor, N., and Smeaton, A. F., “Improving Object Segmentation by using EEG signals and Rapid Serial Visual Presentation”, Multimedia Tools and Applications, 2015. (3.86 MB)
2014
X. Giró-i-Nieto, Martos, M., Mohedano, E., and Pont-Tuset, J., “From Global Image Annotation to Interactive Object Segmentation”, Multimedia Tools and Applications, vol. 70, 2014. (1.71 MB)
2013
C. Ventura, Vilaplana, V., Giró-i-Nieto, X., and Marqués, F., “Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces”, Multimedia Tools and Applications, 2013. (1.97 MB)
2011
T. Butko, Canton-Ferrer, C., Segura, C., Giró-i-Nieto, X., Nadeu, C., Hernando, J., and Casas, J. R., “Acoustic event detection based on feature-level fusion of audio and video modalities”, Eurasip journal on advances in signal processing, vol. 2011, pp. 1–11, 2011.
2010
X. Giró-i-Nieto, Camps, N., and Marqués, F., “GAT, a Graphical Annotation Tool for semantic regions”, Multimedia tools and applications, vol. 46, no. 2-3, pp. 155–174, 2010.
2003
Y. Avrithis, Stamou, G., Wallace, M., Marqués, F., Salembier, P., Giró-i-Nieto, X., Haas, W., Vallant, H., and Zufferey, M., “Unified Access to Heterogeneous Audiovisual Archives”, Journal of universal computer science, vol. 9, pp. 510–519, 2003.
P. Schelkens, Munteanu, A., Barbarien, J., Galca, M., Giró-i-Nieto, X., and Cornelis, J., “Wavelet coding of volumetric medical datasets”, Medical Imaging, IEEE Transactions on, vol. 22, pp. 441 -458, 2003.