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2020 – today
- 2024
[c22]Jordi Malé, Víctor Xirau, Juan Fortea, Yann Heuzé, Neus Martínez-Abadías, Xavier Sevillano:
Unsupervised Deep Learning Architectures for Anomaly Detection in Brain MRI Scans. CCIA 2024: 90-93- [c21]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:
Landmark Anything: Multi-View Consensus Convolutional Networks Applied to the 3D Landmarking of Anatomical Structures. CCIA 2024: 209-212 - [c20]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:
A Critical Comparison Between Template-Based and Architecture-Reused Deep Learning Methods for Generic 3D Landmarking of Anatomical Structures. ShapeMI@MICCAI 2024: 97-111 - [i4]Jordi Malé, Juan Fortea, Mateus Rozalem Aranha, Yann Heuzé, Neus Martínez-Abadías, Xavier Sevillano:
Towards the Discovery of Down Syndrome Brain Biomarkers Using Generative Models. CoRR abs/2409.13437 (2024) - [i3]Álvaro Heredia-Lidón, Luis Miguel Echeverry-Quiceno, Alejandro González, Noemí Hostalet, Edith Pomarol-Clotet, Juan Fortea, Mar Fatjó-Vilas, Neus Martínez-Abadías, Xavier Sevillano:
BioFace3D: A fully automatic pipeline for facial biomarkers extraction of 3D face reconstructions segmented from MRI. CoRR abs/2410.00711 (2024) - 2023
- [j18]Joan Gómez-Gómez, Ester Vidaña-Vila, Xavier Sevillano:
Western Mediterranean Wetland Birds dataset: A new annotated dataset for acoustic bird species classification. Ecol. Informatics 75: 102014 (2023) - [c19]Jordi Malé, Yann Heuzé, Juan Fortea, Neus Martínez-Abadías, Xavier Sevillano:
Single-Landmark vs. Multi-Landmark Deep Learning Approaches to Brain MRI Landmarking: a Case Study with Healthy Controls and Down Syndrome Individuals. BMVC 2023: 754-760 - [c18]Álvaro Heredia-Lidón, Neus Martínez-Abadías, Xavier Sevillano:
Full-Range Yaw Prediction: A Multi-View Approach for 3D Head Model Pose Estimation Using Convolutional Neural Networks. CCIA 2023: 90-93 - [c17]Jordi Malé, Yann Heuzé, Juan Fortea, Neus Martínez-Abadías, Xavier Sevillano:
A Deep Learning-Based Pipeline for Computing Brain Biomarkers from MRI. CCIA 2023: 94-97 - [c16]Carlos Guerrero-Mosquera, Xavier Sevillano:
Identifying Patterns Between Acoustic Environment and Visual Landscape Through Semantic Segmentation Based on Deep Learning. CCIA 2023: 98-101 - [c15]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:
Automated Orientation Detection of 3D Head Reconstructions from sMRI Using Multiview Orthographic Projections: An Image Classification-Based Approach. IbPRIA 2023: 603-614 - [c14]Rosa Maris Alsina-Pagès, Marc Freixes, Daniel Bonet-Solà, Ester Vidaña-Vila, Carlos Guerrero, Xavier Sevillano:
"Sons al Balcó": Empowering Citizens in Assessing Urban Soundscapes and Quiet Zones. IS2 2023: 1-5 - 2022
- [i2]Juan Gómez-Gómez, Ester Vidaña-Vila, Xavier Sevillano:
Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset. CoRR abs/2207.05393 (2022) - 2021
- [i1]Manel Mateos, Alejandro González, Xavier Sevillano:
Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation. CoRR abs/2101.00990 (2021) - 2020
- [j17]Sofia Zahia, Begoña García Zapirain Soto, Xavier Sevillano, Alejandro González, Paul J. Kim, Adel Elmaghraby:
Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods. Artif. Intell. Medicine 102: 101742 (2020) - [j16]Alejandro González, Xavier Sevillano, Isabel Betegón-Putze, David Blasco-Escámez, Marc Ferrer, Ana I. Caño-Delgado:
MyROOT 2.0: An automatic tool for high throughput and accurate primary root length measurement. Comput. Electron. Agric. 168 (2020) - [j15]Xavier Sevillano, Joan Claudi Socoró, Francesc Alías:
Parallel hierarchical architectures for efficient consensus clustering on big multimedia cluster ensembles. Inf. Sci. 511: 212-228 (2020)
2010 – 2019
- 2019
- [j14]Ignasi Iriondo Sanz, José Antonio Montero, Xavier Sevillano, Joan Claudi Socoró:
Developing a videogame for learning signal processing and project management using project-oriented learning in ICT engineering degrees. Comput. Hum. Behav. 99: 381-395 (2019) - [j13]Antonio Polo, Xavier Sevillano:
Musical Vision: an interactive bio-inspired sonification tool to convert images into music. J. Multimodal User Interfaces 13(3): 231-243 (2019) - 2016
- [j12]Elena Marmol, Xavier Sevillano:
QuickSpot: a video analytics solution for on-street vacant parking spot detection. Multim. Tools Appl. 75(24): 17711-17743 (2016) - 2015
- [j11]Xavier Sevillano, Xavier Valero, Francesc Alías:
Look, listen and find: A purely audiovisual approach to online videos geotagging. Inf. Sci. 295: 558-572 (2015) - [c13]Xavier Sevillano, Marc Ferrer, Mary-Paz González-García, Irina Pavelescu, Ana I. Caño-Delgado:
PloidyQuantX: A Quantitative Microscopy Imaging Tool for Ploidy Quantification at Cell and Organ Level in Arabidopsis Root. IWBBIO (1) 2015: 210-215 - 2014
- [j10]Xavier Sevillano, Francesc Alías:
A one-shot domain-independent robust multimedia clustering methodology based on hybrid multimodal fusion. Multim. Tools Appl. 73(3): 1507-1543 (2014) - [c12]Xavier Sevillano, Elena Marmol, Virginia Fernandez Arguedas:
Towards smart traffic management systems: Vacant on-street parking spot detection based on video analytics. FUSION 2014: 1-8 - 2013
- [p1]Tomas Piatrik, Qianni Zhang, Xavier Sevillano, Ebroul Izquierdo:
Predicting User Tags in Social Media Repositories Using Semantic Expansion and Visual Analysis. Social Media Retrieval 2013: 143-167 - 2012
- [j9]Xavier Sevillano, Francesc Alías, Joan Claudi Socoró:
Positional and confidence voting-based consensus functions for fuzzy cluster ensembles. Fuzzy Sets Syst. 193: 1-32 (2012) - [j8]Xavier Sevillano, Tomas Piatrik, Krishna Chandramouli, Qianni Zhang, Ebroul Izquierdo:
Indexing Large Online Multimedia Repositories Using Semantic Expansion and Visual Analysis. IEEE Multim. 19(3): 53-61 (2012) - [c11]Xavier Sevillano, Xavier Valero, Francesc Alías:
Audio and video cues for geo-tagging online videos in the absence of metadata. CBMI 2012: 1-6 - [c10]Xavier Sevillano, Tomas Piatrik, Krishna Chandramouli, Qianni Zhang, Ebroul Izquierdo:
Geo-tagging online videos using semantic expansion and visual analysis. WIAMIS 2012: 1-4 - 2010
- [j7]Xavier Sevillano:
Hierarchical self-refining consensus architectures and soft consensus functions for robust multimedia clustering. Proces. del Leng. Natural 44 (2010)
2000 – 2009
- 2009
- [j6]Xavier Sevillano, Joan Claudi Socoró, Francesc Alías:
Combinación de clusterizadores difusos mediante voto posicional para clustering robusto de documentos. Proces. del Leng. Natural 43: 245-253 (2009) - 2008
- [j5]Francesc Alías, Xavier Sevillano, Joan Claudi Socoró, Xavi Gonzalvo:
Towards High-Quality Next-Generation Text-to-Speech Synthesis: A Multidomain Approach by Automatic Domain Classification. IEEE Trans. Speech Audio Process. 16(7): 1340-1354 (2008) - 2007
- [c9]Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró:
A Hierarchical Consensus Architecture for Robust Document Clustering. ECIR 2007: 741-744 - [c8]Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró:
Text Clustering on Latent Thematic Spaces: Variants, Strengths and Weaknesses. ICA 2007: 794-801 - [c7]Xavier Sevillano, Francesc Alías, Joan Claudi Socoró:
BordaConsensus: a new consensus function for soft cluster ensembles. SIGIR 2007: 743-744 - 2006
- [j4]Francesc Alías, Xavier Gonzalvo, Xavier Sevillano, Joan Claudi Socoró, José Antonio Montero, David García:
Clasificación de textos adaptada para Conversión de Texto en Habla Multidominio. Proces. del Leng. Natural 37 (2006) - [j3]Germán Cobo, Xavier Sevillano, Francesc Alías, Joan Claudi Socoró:
Técnicas de representación de textos para clasificación no supervisada de documentos. Proces. del Leng. Natural 37 (2006) - [j2]Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró:
Robust Document Clustering by Exploiting Feature Diversity in Cluster Ensembles. Proces. del Leng. Natural 37 (2006) - [c6]Francesc Alías, Joan Claudi Socoró, Xavier Sevillano, Ignasi Iriondo Sanz, Xavier Gonzalvo:
Multi-domain text-to-speech synthesis by automatic text classification. INTERSPEECH 2006 - [c5]Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró:
Feature diversity in cluster ensembles for robust document clustering. SIGIR 2006: 697-698 - 2005
- [c4]Francesc Alías, Ignasi Iriondo Sanz, Lluís Formiga, Xavier Gonzalvo, Carlos Monzo, Xavier Sevillano:
High quality Spanish restricted-domain TTS oriented to a weather forecast application. INTERSPEECH 2005: 2573-2576 - 2004
- [c3]Xavier Sevillano, Francesc Alías, Joan Claudi Socoró:
Reliability in ICA-Based Text Classification. ICA 2004: 1213-1220 - [c2]Xavier Sevillano, Francesc Alías, Joan Claudi Socoró:
ICA-based hierarchical text classification for multi-domain text-to-speech synthesis. ICASSP (5) 2004: 697-700 - [c1]Francesc Alías, Xavier Llorà, Ignasi Iriondo Sanz, Joan Claudi Socoró, Xavier Sevillano, Lluís Formiga:
Perception-guided and phonetic clustering weight tuning based on diphone pairs for unit selection TTS. INTERSPEECH 2004: 1221-1224 - 2003
- [j1]Francesc Alías, Xavier Sevillano, Pere Barnola, Joan Claudi Socoró:
Arquitectura para conversión texto-habla multidominio. Proces. del Leng. Natural 31 (2003)
Coauthor Index
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