Xavier Sevillano

Orcid: 0000-0002-6209-3033

According to our database1, Xavier Sevillano authored at least 45 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

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Bibliography

2024
BioFace3D: A fully automatic pipeline for facial biomarkers extraction of 3D face reconstructions segmented from MRI.
CoRR, 2024

Towards the Discovery of Down Syndrome Brain Biomarkers Using Generative Models.
CoRR, 2024

A Critical Comparison Between Template-Based and Architecture-Reused Deep Learning Methods for Generic 3D Landmarking of Anatomical Structures.
Proceedings of the Shape in Medical Imaging - International Workshop, 2024

Unsupervised Deep Learning Architectures for Anomaly Detection in Brain MRI Scans.
Proceedings of the Artificial Intelligence Research and Development, 2024

Landmark Anything: Multi-View Consensus Convolutional Networks Applied to the 3D Landmarking of Anatomical Structures.
Proceedings of the Artificial Intelligence Research and Development, 2024

2023
Western Mediterranean Wetland Birds dataset: A new annotated dataset for acoustic bird species classification.
Ecol. Informatics, July, 2023

"Sons al Balcó": Empowering Citizens in Assessing Urban Soundscapes and Quiet Zones.
Proceedings of the 2023 4th International Symposium on the Internet of Sounds, 2023

Automated Orientation Detection of 3D Head Reconstructions from sMRI Using Multiview Orthographic Projections: An Image Classification-Based Approach.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

A Deep Learning-Based Pipeline for Computing Brain Biomarkers from MRI.
Proceedings of the Artificial Intelligence Research and Development, 2023

Full-Range Yaw Prediction: A Multi-View Approach for 3D Head Model Pose Estimation Using Convolutional Neural Networks.
Proceedings of the Artificial Intelligence Research and Development, 2023

Identifying Patterns Between Acoustic Environment and Visual Landscape Through Semantic Segmentation Based on Deep Learning.
Proceedings of the Artificial Intelligence Research and Development, 2023

Single-Landmark vs. Multi-Landmark Deep Learning Approaches to Brain MRI Landmarking: a Case Study with Healthy Controls and Down Syndrome Individuals.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset.
CoRR, 2022

2021
Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation.
CoRR, 2021

2020
Parallel hierarchical architectures for efficient consensus clustering on big multimedia cluster ensembles.
Inf. Sci., 2020

MyROOT 2.0: An automatic tool for high throughput and accurate primary root length measurement.
Comput. Electron. Agric., 2020

Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods.
Artif. Intell. Medicine, 2020

2019
Musical Vision: an interactive bio-inspired sonification tool to convert images into music.
J. Multimodal User Interfaces, 2019

Developing a videogame for learning signal processing and project management using project-oriented learning in ICT engineering degrees.
Comput. Hum. Behav., 2019

2016
QuickSpot: a video analytics solution for on-street vacant parking spot detection.
Multim. Tools Appl., 2016

2015
Look, listen and find: A purely audiovisual approach to online videos geotagging.
Inf. Sci., 2015

PloidyQuantX: A Quantitative Microscopy Imaging Tool for Ploidy Quantification at Cell and Organ Level in Arabidopsis Root.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015

2014
A one-shot domain-independent robust multimedia clustering methodology based on hybrid multimodal fusion.
Multim. Tools Appl., 2014

Towards smart traffic management systems: Vacant on-street parking spot detection based on video analytics.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis.
Proceedings of the Social Media Retrieval, 2013

2012
Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis.
IEEE Multim., 2012

Positional and confidence voting-based consensus functions for fuzzy cluster ensembles.
Fuzzy Sets Syst., 2012

Geo-tagging online videos using semantic expansion and visual analysis.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Audio and video cues for geo-tagging online videos in the absence of metadata.
Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2010
Hierarchical self-refining consensus architectures and soft consensus functions for robust multimedia clustering.
Proces. del Leng. Natural, 2010

2009
Combinación de clusterizadores difusos mediante voto posicional para clustering robusto de documentos.
Proces. del Leng. Natural, 2009

2008
Towards High-Quality Next-Generation Text-to-Speech Synthesis: A Multidomain Approach by Automatic Domain Classification.
IEEE Trans. Speech Audio Process., 2008

2007
BordaConsensus: a new consensus function for soft cluster ensembles.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Text Clustering on Latent Thematic Spaces: Variants, Strengths and Weaknesses.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

A Hierarchical Consensus Architecture for Robust Document Clustering.
Proceedings of the Advances in Information Retrieval, 2007

2006
Robust Document Clustering by Exploiting Feature Diversity in Cluster Ensembles.
Proces. del Leng. Natural, 2006

Técnicas de representación de textos para clasificación no supervisada de documentos.
Proces. del Leng. Natural, 2006

Clasificación de textos adaptada para Conversión de Texto en Habla Multidominio.
Proces. del Leng. Natural, 2006

Feature diversity in cluster ensembles for robust document clustering.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Multi-domain text-to-speech synthesis by automatic text classification.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005
High quality Spanish restricted-domain TTS oriented to a weather forecast application.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2004
Perception-guided and phonetic clustering weight tuning based on diphone pairs for unit selection TTS.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

ICA-based hierarchical text classification for multi-domain text-to-speech synthesis.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Reliability in ICA-Based Text Classification.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003
Arquitectura para conversión texto-habla multidominio.
Proces. del Leng. Natural, 2003


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