Xavier Sevillano

51 papers A* 2A 5C 2Misc 2Journal 25Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generative Latent Representations of 3D Brain MRI for Multi-Task Downstream Analysis in Down Syndrome.
CoRR
Jordi Malé, Juan Fortea, Mateus Rozalem Aranha, Neus Martínez-Abadías, Xavier Sevillano
2025 J jnl
A 3D Facial Reconstruction Evaluation Methodology: Comparing Smartphone Scans with Deep Learning Based Methods Using Geometry and Morphometry Criteria.
CoRR
Álvaro Heredia-Lidón, Alejandro Moñux-Bernal, Alejandro González, Luis Miguel Echeverry-Quiceno, Max Rubert, Aroa Casado, María Esther Esteban, Mireia Andreu-Montoriol, Susanna Gallardo, Cristina Ruffo, Neus Martínez-Abadías, Xavier Sevillano
2025 Misc conf
A Geometric and Morphometric Methodology for Evaluating Low-Cost 3D Facial Acquisition and Reconstruction Techniques.
IbPRIA
Álvaro Heredia-Lidón, Alejandro Moñux-Bernal, Alejandro González, Luis Miguel Echeverry-Quiceno, Mireia Andreu-Montoriol, Susanna Gallardo, Aroa Casado, María Esther Esteban, Neus Martínez-Abadías, Xavier Sevillano
2025 J jnl
BioFace3D: An end-to-end open-source software for automated extraction of potential 3D facial biomarkers from MRI scans.
Comput. Methods Programs Biomed.
Álvaro Heredia-Lidón, Luis Miguel Echeverry-Quiceno, Alejandro González, Noemí Hostalet, Edith Pomarol-Clotet, Juan Fortea, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano
2025 — conf
Exploiting Generative Models for Downstream Classification Tasks on Latent Spaces Using 3D Brain MRI Scans: A Down Syndrome Case Study.
IbPRIA (2)
Jordi Malé, Juan Fortea, Mateus Rozalem Aranha, Neus Martínez-Abadías, Xavier Sevillano
2024 — conf
A Critical Comparison Between Template-Based and Architecture-Reused Deep Learning Methods for Generic 3D Landmarking of Anatomical Structures.
ShapeMI@MICCAI
Álvaro Heredia-Lidón, Christian García-Mascarell, Luis Miguel Echeverry-Quiceno, Noemí Hostalet, Daniel Herrera-Escartín, Alejandro González, Edith Pomarol-Clotet, Juan Fortea, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano
2024 J jnl
BioFace3D: A fully automatic pipeline for facial biomarkers extraction of 3D face reconstructions segmented from MRI.
CoRR
Álvaro Heredia-Lidón, Luis Miguel Echeverry-Quiceno, Alejandro González, Noemí Hostalet, Edith Pomarol-Clotet, Juan Fortea, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano
2024 — conf
Landmark Anything: Multi-View Consensus Convolutional Networks Applied to the 3D Landmarking of Anatomical Structures.
CCIA
Álvaro Heredia-Lidón, Christian García-Mascarell, Luis Miguel Echeverry-Quiceno, Daniel Herrera-Escartín, Juan Fortea, Edith Pomarol-Clotet, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano
2024 — conf
Towards the Discovery of Down Syndrome Brain Biomarkers Using Generative Models.
ECCV Workshops (16)
Jordi Malé, Juan Fortea, Mateus Rozalem Aranha, Yann Heuzé, Neus Martínez-Abadías, Xavier Sevillano
2024 J jnl
Towards the Discovery of Down Syndrome Brain Biomarkers Using Generative Models.
CoRR
Jordi Malé, Juan Fortea, Mateus Rozalem Aranha, Yann Heuzé, Neus Martínez-Abadías, Xavier Sevillano
2024 — conf
Unsupervised Deep Learning Architectures for Anomaly Detection in Brain MRI Scans.
CCIA
Jordi Malé, Víctor Xirau, Juan Fortea, Yann Heuzé, Neus Martínez-Abadías, Xavier Sevillano
2023 — conf
"Sons al Balcó": Empowering Citizens in Assessing Urban Soundscapes and Quiet Zones.
IS2
Rosa Maria Alsina-Pagès, Marc Freixes, Daniel Bonet-Solà, Ester Vidaña-Vila, Carlos Guerrero, Xavier Sevillano
2023 — conf
A Deep Learning-Based Pipeline for Computing Brain Biomarkers from MRI.
CCIA
Jordi Malé, Yann Heuzé, Juan Fortea, Neus Martínez-Abadías, Xavier Sevillano
2023 Misc conf
Automated Orientation Detection of 3D Head Reconstructions from sMRI Using Multiview Orthographic Projections: An Image Classification-Based Approach.
IbPRIA
Álvaro Heredia-Lidón, Alejandro González, Carlos Guerrero-Mosquera, Rubèn Gonzàlez-Colom, Luis M. Echeverry, Noemí Hostalet, Raymond Salvador, Edith Pomarol-Clotet, Juan Fortea, Neus Martínez-Abadías, Mar Fatjó-Vilas, Xavier Sevillano
2023 — conf
Full-Range Yaw Prediction: A Multi-View Approach for 3D Head Model Pose Estimation Using Convolutional Neural Networks.
CCIA
Álvaro Heredia-Lidón, Neus Martínez-Abadías, Xavier Sevillano
2023 — conf
Identifying Patterns Between Acoustic Environment and Visual Landscape Through Semantic Segmentation Based on Deep Learning.
CCIA
Carlos Guerrero-Mosquera, Xavier Sevillano
2023 A conf
Single-Landmark vs. Multi-Landmark Deep Learning Approaches to Brain MRI Landmarking: a Case Study with Healthy Controls and Down Syndrome Individuals.
BMVC
Jordi Malé, Yann Heuzé, Juan Fortea, Neus Martínez-Abadías, Xavier Sevillano
2023 J jnl
Western Mediterranean Wetland Birds dataset: A new annotated dataset for acoustic bird species classification.
Ecol. Informatics
Joan Gómez-Gómez, Ester Vidaña-Vila, Xavier Sevillano
2022 J jnl
Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset.
CoRR
Juan Gómez-Gómez, Ester Vidaña-Vila, Xavier Sevillano
2021 J jnl
Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation.
CoRR
Manel Mateos, Alejandro González, Xavier Sevillano
2020 J jnl
MyROOT 2.0: An automatic tool for high throughput and accurate primary root length measurement.
Comput. Electron. Agric.
Alejandro González, Xavier Sevillano, Isabel Betegón-Putze, David Blasco-Escámez, Marc Ferrer, Ana I. Caño-Delgado
2020 J jnl
Parallel hierarchical architectures for efficient consensus clustering on big multimedia cluster ensembles.
Inf. Sci.
Xavier Sevillano, Joan Claudi Socoró, Francesc Alías
2020 J jnl
Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods.
Artif. Intell. Medicine
Sofia Zahia, Begoña García Zapirain Soto, Xavier Sevillano, Alejandro González, Paul J. Kim, Adel Elmaghraby
2019 J jnl
Developing a videogame for learning signal processing and project management using project-oriented learning in ICT engineering degrees.
Comput. Hum. Behav.
Ignasi Iriondo Sanz, José Antonio Montero, Xavier Sevillano, Joan Claudi Socoró
2019 J jnl
Musical Vision: an interactive bio-inspired sonification tool to convert images into music.
J. Multimodal User Interfaces
Antonio Polo, Xavier Sevillano
2016 J jnl
QuickSpot: a video analytics solution for on-street vacant parking spot detection.
Multim. Tools Appl.
Elena Marmol, Xavier Sevillano
2015 J jnl
Look, listen and find: A purely audiovisual approach to online videos geotagging.
Inf. Sci.
Xavier Sevillano, Xavier Valero, Francesc Alías
2015 — conf
PloidyQuantX: A Quantitative Microscopy Imaging Tool for Ploidy Quantification at Cell and Organ Level in Arabidopsis Root.
IWBBIO (1)
Xavier Sevillano, Marc Ferrer, Mary-Paz González-García, Irina Pavelescu, Ana I. Caño-Delgado
2014 J jnl
A one-shot domain-independent robust multimedia clustering methodology based on hybrid multimodal fusion.
Multim. Tools Appl.
Xavier Sevillano, Francesc Alías
2014 C conf
Towards smart traffic management systems: Vacant on-street parking spot detection based on video analytics.
FUSION
Xavier Sevillano, Elena Marmol, Virginia Fernandez Arguedas
2013 — ch.
Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis.
Social Media Retrieval
Tomas Piatrik, Qianni Zhang, Xavier Sevillano, Ebroul Izquierdo
2012 C conf
Audio and video cues for geo-tagging online videos in the absence of metadata.
CBMI
Xavier Sevillano, Xavier Valero, Francesc Alías
2012 — conf
Geo-tagging online videos using semantic expansion and visual analysis.
WIAMIS
Xavier Sevillano, Tomas Piatrik, Krishna Chandramouli, Qianni Zhang, Ebroul Izquierdo
2012 J jnl
Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis.
IEEE Multim.
Xavier Sevillano, Tomas Piatrik, Krishna Chandramouli, Qianni Zhang, Ebroul Izquierdo
2012 J jnl
Positional and confidence voting-based consensus functions for fuzzy cluster ensembles.
Fuzzy Sets Syst.
Xavier Sevillano, Francesc Alías, Joan Claudi Socoró
2010 J jnl
Hierarchical self-refining consensus architectures and soft consensus functions for robust multimedia clustering.
Proces. del Leng. Natural
Xavier Sevillano
2009 J jnl
Combinación de clusterizadores difusos mediante voto posicional para clustering robusto de documentos.
Proces. del Leng. Natural
Xavier Sevillano, Joan Claudi Socoró, Francesc Alías
2008 J jnl
Towards High-Quality Next-Generation Text-to-Speech Synthesis: A Multidomain Approach by Automatic Domain Classification.
IEEE Trans. Speech Audio Process.
Francesc Alías, Xavier Sevillano, Joan Claudi Socoró, Xavi Gonzalvo
2007 A conf
A Hierarchical Consensus Architecture for Robust Document Clustering.
ECIR
Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró
2007 A* conf
BordaConsensus: a new consensus function for soft cluster ensembles.
SIGIR
Xavier Sevillano, Francesc Alías, Joan Claudi Socoró
2007 — conf
Text Clustering on Latent Thematic Spaces: Variants, Strengths and Weaknesses.
ICA
Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró
2006 J jnl
Clasificación de textos adaptada para Conversión de Texto en Habla Multidominio.
Proces. del Leng. Natural
Francesc Alías, Xavier Gonzalvo, Xavier Sevillano, Joan Claudi Socoró, José Antonio Montero, David García
2006 A* conf
Feature diversity in cluster ensembles for robust document clustering.
SIGIR
Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró
2006 A conf
Multi-domain text-to-speech synthesis by automatic text classification.
INTERSPEECH
Francesc Alías, Joan Claudi Socoró, Xavier Sevillano, Ignasi Iriondo Sanz, Xavier Gonzalvo
2006 J jnl
Robust Document Clustering by Exploiting Feature Diversity in Cluster Ensembles.
Proces. del Leng. Natural
Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró
2006 J jnl
Técnicas de representación de textos para clasificación no supervisada de documentos.
Proces. del Leng. Natural
Germán Cobo, Xavier Sevillano, Francesc Alías, Joan Claudi Socoró
2005 A conf
High quality Spanish restricted-domain TTS oriented to a weather forecast application.
INTERSPEECH
Francesc Alías, Ignasi Iriondo Sanz, Lluís Formiga, Xavier Gonzalvo, Carlos Monzo, Xavier Sevillano
2004 — conf
ICA-based hierarchical text classification for multi-domain text-to-speech synthesis.
ICASSP (5)
Xavier Sevillano, Francesc Alías, Joan Claudi Socoró
2004 A conf
Perception-guided and phonetic clustering weight tuning based on diphone pairs for unit selection TTS.
INTERSPEECH
Francesc Alías, Xavier Llorà, Ignasi Iriondo Sanz, Joan Claudi Socoró, Xavier Sevillano, Lluís Formiga
2004 — conf
Reliability in ICA-Based Text Classification.
ICA
Xavier Sevillano, Francesc Alías, Joan Claudi Socoró
2003 J jnl
Arquitectura para conversión texto-habla multidominio.
Proces. del Leng. Natural
Francesc Alías, Xavier Sevillano, Pere Barnola, Joan Claudi Socoró