Xavier Sevillano

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 16

Top Topics

Video Analytics

Traffic Management

Top Venues

Multim. Tools Appl.

Publications

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 (2023)
Jordi Male, Yann Heuzé, Juan Fortea, Neus Martínez-Abadías, Xavier Sevillano
A Deep Learning-Based Pipeline for Computing Brain Biomarkers from MRI. CCIA (2023)
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)
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)
Carlos Guerrero-Mosquera, Xavier Sevillano
Identifying Patterns Between Acoustic Environment and Visual Landscape Through Semantic Segmentation Based on Deep Learning. CCIA (2023)
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)
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 (2022)
Manel Mateos, Alejandro González, Xavier Sevillano
Guiding GANs: How to control non-conditional pre-trained GANs for conditional image generation. CoRR (2021)
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)
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 (2020)
Xavier Sevillano, Joan Claudi Socoró, Francesc Alías
Parallel hierarchical architectures for efficient consensus clustering on big multimedia cluster ensembles. Inf. Sci. 511 (2020)
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 (2019)
Antonio Polo, Xavier Sevillano
Musical Vision: an interactive bio-inspired sonification tool to convert images into music. J. Multimodal User Interfaces 13 (3) (2019)
Elena Marmol, Xavier Sevillano
QuickSpot: a video analytics solution for on-street vacant parking spot detection. Multim. Tools Appl. 75 (24) (2016)
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)
Xavier Sevillano, Xavier Valero, Francesc Alías
Look, listen and find: A purely audiovisual approach to online videos geotagging. Inf. Sci. 295 (2015)
Xavier Sevillano, Francesc Alías
A one-shot domain-independent robust multimedia clustering methodology based on hybrid multimodal fusion. Multim. Tools Appl. 73 (3) (2014)
Xavier Sevillano, Elena Marmol, Virginia Fernandez Arguedas
Towards smart traffic management systems: Vacant on-street parking spot detection based on video analytics. FUSION (2014)
Xavier Sevillano, Francesc Alías, Joan Claudi Socoró
Positional and confidence voting-based consensus functions for fuzzy cluster ensembles. Fuzzy Sets Syst. 193 (2012)
Xavier Sevillano, Xavier Valero, Francesc Alías
Audio and video cues for geo-tagging online videos in the absence of metadata. CBMI (2012)
Xavier Sevillano, Tomas Piatrik, Krishna Chandramouli, Qianni Zhang, Ebroul Izquierdo
Geo-tagging online videos using semantic expansion and visual analysis. WIAMIS (2012)
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) (2012)
Xavier Sevillano
Hierarchical self-refining consensus architectures and soft consensus functions for robust multimedia clustering. Proces. del Leng. Natural 44 (2010)
Xavier Sevillano, Joan Claudi Socoró, Francesc Alías
Combinación de clusterizadores difusos mediante voto posicional para clustering robusto de documentos. Proces. del Leng. Natural 43 (2009)
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) (2008)
Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró
A Hierarchical Consensus Architecture for Robust Document Clustering. ECIR (2007)
Xavier Sevillano, Francesc Alías, Joan Claudi Socoró
BordaConsensus: a new consensus function for soft cluster ensembles. SIGIR (2007)
Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró
Text Clustering on Latent Thematic Spaces: Variants, Strengths and Weaknesses. ICA (2007)
Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró
Feature diversity in cluster ensembles for robust document clustering. SIGIR (2006)
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)
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)
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)
Francesc Alías, Joan Claudi Socoró, Xavier Sevillano, Ignasi Iriondo Sanz, Xavier Gonzalvo
Multi-domain text-to-speech synthesis by automatic text classification. INTERSPEECH (2006)
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)
Xavier Sevillano, Francesc Alías, Joan Claudi Socoró
ICA-based hierarchical text classification for multi-domain text-to-speech synthesis. ICASSP (5) (2004)
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)
Xavier Sevillano, Francesc Alías, Joan Claudi Socoró
Reliability in ICA-Based Text Classification. ICA (2004)
Francesc Alías, Xavier Sevillano, Pere Barnola, Joan Claudi Socoró
Arquitectura para conversión texto-habla multidominio. Proces. del Leng. Natural 31 (2003)