Verónica Vilaplana

According to our database, Verónica Vilaplana authored at least 68 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SurvLIMEpy: A Python package implementing SurvLIME.

Cristian Pachón-García, Carlos Hernández-Pérez, Pedro Delicado, Verónica Vilaplana

Expert Syst. Appl., March, 2024

Feature propagation as self-supervision signals on graphs.

Oscar Pina, Verónica Vilaplana

Knowl. Based Syst., 2024

Identifying Brain Ageing Trajectories Using Variational Autoencoders with Regression Model in Neuroimaging Data Stratified by Sex and Validated Against Dementia-Related Risk Factors.

Berta Calm Salvans, Irene Cumplido-Mayoral, Juan Domingo Gispert, Verónica Vilaplana

Proceedings of the Predictive Intelligence in Medicine - 7th International Workshop, 2024

Unsupervised Domain Adaptation for Multi-Stain Cell Detection in Breast Cancer with Transformers.

Oscar Pina, Verónica Vilaplana

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Bridging Domains in Melanoma Diagnostics: Predicting BRAF Mutations and Sentinel Lymph Node Positivity with Attention-Based Models in Histological Images.

Carlos Hernández-Pérez, Lauren Jimenez-Martin, Verónica Vilaplana

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Looking behind occlusions: A study on amodal segmentation for robust on-tree apple fruit size estimation.

Jordi Gené-Mola, Mar Ferrer-Ferrer, Eduard Gregorio-Lopez, Pieter M. Blok, Jochen Hemming, Josep Ramon Morros, Joan Ramón Rosell-Polo, Verónica Vilaplana, Javier Ruiz Hidalgo

Comput. Electron. Agric., June, 2023

Layer-wise training for self-supervised learning on graphs.

Oscar Pina, Verónica Vilaplana

CoRR, 2023

RGI : Regularized Graph Infomax for self-supervised learning on graphs.

Oscar Pina, Verónica Vilaplana

CoRR, 2023

2022

SEG-ESRGAN: A Multi-Task Network for Super-Resolution and Semantic Segmentation of Remote Sensing Images.

Luis Salgueiro, Javier Marcello, Verónica Vilaplana

Remote. Sens., 2022

Structural Networks for Brain Age Prediction.

Oscar Pina, Irene Cumplido-Mayoral, Raffaele Cacciaglia, José María González-de-Echávarri, Juan Domingo Gispert, Verónica Vilaplana

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Contrastive and Attention-Based Multiple Instance Learning for the Prediction of Sentinel Lymph Node Status from Histopathologies of Primary Melanoma Tumours.

Carlos Hernández-Pérez, Marc Combalia Escudero, Susana Puig, Josep Malvehy, Verónica Vilaplana Besler

Proceedings of the Cancer Prevention Through Early Detection, 2022

Self-supervised graph representations of WSIs.

Oscar Pina, Verónica Vilaplana

Proceedings of the Geometric Deep Learning in Medical Image Analysis, 2022

2021

Single-Image Super-Resolution of Sentinel-2 Low Resolution Bands with Residual Dense Convolutional Neural Networks.

Luis Salgueiro, Javier Marcello, Verónica Vilaplana

Remote. Sens., 2021

A Dual Network for Super-Resolution and Semantic Segmentation of Sentinel-2 Imagery.

Saüc Abadal, Luis Salgueiro, Javier Marcello, Verónica Vilaplana

Remote. Sens., 2021

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results.

Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat Ak, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer, Nisarg A. Shah, Sanjay N. Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel

CoRR, 2021

2020

Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease: A Predictive Study.

Adrià Casamitjana, Paula M. Petrone, José Luis Molinuevo, Juan Domingo Gispert, Verónica Vilaplana

IEEE J. Biomed. Health Informatics, 2020

Super-Resolution of Sentinel-2 Imagery Using Generative Adversarial Networks.

Luis Salgueiro Romero, Javier Marcello, Verónica Vilaplana

Remote. Sens., 2020

NeAT: a Nonlinear Analysis Toolbox for Neuroimaging.

Adrià Casamitjana, Verónica Vilaplana, Santi Puch, Asier Aduriz, Carlos López, Grégory Operto, Raffaele Cacciaglia, Carles Falcón, José Luis Molinuevo, Juan Domingo Gispert

Neuroinformatics, 2020

Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation.

Laura Mora Ballestar, Verónica Vilaplana

CoRR, 2020

Fruit detection and 3D location using instance segmentation neural networks and structure-from-motion photogrammetry.

Jordi Gené-Mola, Ricardo Sanz-Cortiella, Joan Ramón Rosell-Polo, Josep Ramon Morros, Javier Ruiz Hidalgo, Verónica Vilaplana, Eduard Gregorio-Lopez

Comput. Electron. Agric., 2020

Weakly Supervised Semantic Segmentation For Remote Sensing Hyperspectral Imaging.

Eloi Moliner, Luis Salgueiro Romero, Verónica Vilaplana

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification.

Marc Combalia, Ferran Hueto, Susana Puig, Josep Malvehy, Verónica Vilaplana

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

MRI Brain Tumor Segmentation and Uncertainty Estimation Using 3D-UNet Architectures.

Laura Mora Ballestar, Verónica Vilaplana

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.

Li Wang, Dong Nie, Guannan Li, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S. Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen

IEEE Trans. Medical Imaging, 2019

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.

Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso

IEEE Trans. Medical Imaging, 2019

Multiresolution co-clustering for uncalibrated multiview segmentation.

Carles Ventura, David Varas, Verónica Vilaplana, Xavier Giró-i-Nieto, Ferran Marqués

Signal Process. Image Commun., 2019

BCN20000: Dermoscopic Lesions in the Wild.

Marc Combalia, Noel C. F. Codella, Veronica Rotemberg, Brian Helba, Verónica Vilaplana, Ofer Reiter, Allan C. Halpern, Susana Puig, Josep Malvehy

CoRR, 2019

Multi-modal deep learning for Fuji apple detection using RGB-D cameras and their radiometric capabilities.

Jordi Gené-Mola, Verónica Vilaplana, Joan Ramón Rosell Polo, Josep Ramon Morros, Javier Ruiz Hidalgo, Eduard Gregorio-Lopez

Comput. Electron. Agric., 2019

Measuring traffic lane-changing by converting video into space-time still images.

Marcel Sala, Francesc Soriguera, Kevin Huillca, Verónica Vilaplana

Comput. Aided Civ. Infrastructure Eng., 2019

Digitally Stained Confocal Microscopy through Deep Learning.

Marc Combalia, Javiera Pérez-Anker, Adriana García-Herrera, Llúcia Alos, Verónica Vilaplana, Ferran Marqués, Susana Puig, Josep Malvehy

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Comparative study of upsampling methods for super-resolution in remote sensing.

Luis Salgueiro Romero, Javier Marcello, Verónica Vilaplana

Proceedings of the Twelfth International Conference on Machine Vision, 2019

Picking Groups Instead of Samples: A Close Look at Static Pool-Based Meta-Active Learning.

Ignasi Mas, Ramon Morros, Verónica Vilaplana

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018

Brain MRI super-resolution using 3D generative adversarial networks.

Irina Sánchez, Verónica Vilaplana

CoRR, 2018

Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification.

Marc Combalia, Verónica Vilaplana

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease.

Adrià Casamitjana, Verónica Vilaplana, Paula M. Petrone, José Luis Molinuevo, Juan Domingo Gispert

Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018

Action Tube Extraction Based 3D-CNN for RGB-D Action Recognition.

Zineng Xu, Verónica Vilaplana, Josep Ramon Morros

Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

Leishmaniasis Parasite Segmentation and Classification Using Deep Learning.

Marc Górriz, Albert Aparicio, Berta Raventós, Verónica Vilaplana, Elisa Sayrol, Daniel López Codina

Proceedings of the Articulated Motion and Deformable Objects, 2018

2017

Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation.

Adria Casamitjana, Marcel Catà, Irina Sánchez, Marc Combalia, Verónica Vilaplana

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

2016

Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling.

Santi Puch, Asier Aduriz, Adria Casamitjana, Verónica Vilaplana, Paula M. Petrone, Grégory Operto, Raffaele Cacciaglia, Stavros Skouras, Carles Falcón, José Luis Molinuevo, Juan Domingo Gispert

CoRR, 2016

3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures.

Adria Casamitjana, Santi Puch, Asier Aduriz, Verónica Vilaplana

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

2015

Saliency maps on image hierarchies.

Verónica Vilaplana

Signal Process. Image Commun., 2015

Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems.

Eugenio Tacchini, Ramon Morros, Verónica Vilaplana, Enrique Sañoso

Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

UPC System for the 2015 MediaEval Multimodal Person Discovery in Broadcast TV task.

Miquel India, David Varas, Verónica Vilaplana, Josep Ramon Morros, Javier Hernando

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Improving spatial codification in semantic segmentation.

Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana, Kevin McGuinness, Ferran Marqués, Noel E. O'Connor

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces.

Carles Ventura, Verónica Vilaplana, Xavier Giró-i-Nieto, Ferran Marqués

Multim. Tools Appl., 2014

2013

Salient object detection on a hierarchy of image partitions.

Verónica Vilaplana, Guillermo Muntaner

Proceedings of the IEEE International Conference on Image Processing, 2013

Automatic keyframe selection based on mutual reinforcement algorithm.

Carles Ventura, Xavier Giró-i-Nieto, Verónica Vilaplana, Daniel Farré Giribet, Eusebio Carasusán

Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2012

Hierarchical Navigation and Visual Search for Video Keyframe Retrieval.

Carles Ventura, Manel Martos, Xavier Giró-i-Nieto, Verónica Vilaplana, Ferran Marqués

Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

2010

Region-based face detection, segmentation and tracking. framework definition and application to other objects.

Verónica Vilaplana

PhD thesis, 2010

Region-based caption text extraction.

Miriam Leon, Verónica Vilaplana, Antoni Gasull, Ferran Marqués

Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010

Object detection and segmentation on a hierarchical region-based image representation.

Verónica Vilaplana, Ferran Marqués, Miriam Leon, Antoni Gasull

Proceedings of the International Conference on Image Processing, 2010

2009

Face tracking using a region-based mean-shift algorithm with adaptive object and background models.

Verónica Vilaplana, David Varas

Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Caption text extraction for indexing purposes using a hierarchical region-based image model.

Miriam Leon, Verónica Vilaplana, Antoni Gasull, Ferran Marqués

Proceedings of the International Conference on Image Processing, 2009

2008

Binary Partition Trees for Object Detection.

Verónica Vilaplana, Ferran Marqués, Philippe Salembier

IEEE Trans. Image Process., 2008

Region-based mean shift tracking: Application to face tracking.

Verónica Vilaplana, Ferran Marqués

Proceedings of the International Conference on Image Processing, 2008

2007

On Building a Hierarchical Region-Based Representation for Generic Image Analysis.

Verónica Vilaplana, Ferran Marqués

Proceedings of the International Conference on Image Processing, 2007

Face detection and segmentation on a hierarchical image representation.

Verónica Vilaplana, Ferran Marqués

Proceedings of the 15th European Signal Processing Conference, 2007

Region-Based Hierarchical Representation for Object Detection.

Verónica Vilaplana, Ferran Marqués

Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

2006

Face Recognition using Groups of Images in Smart Room Scenarios.

Verónica Vilaplana, Claudi Martinez, Javier Cruz, Ferran Marqués

Proceedings of the International Conference on Image Processing, 2006

Audio, Video and Multimodal Person Identification in a Smart Room.

Jordi Luque, Ramon Morros, Ainara Garde, Jan Anguita, Mireia Farrús, Dusan Macho, Ferran Marqués, Claudi Martinez, Verónica Vilaplana, Javier Hernando

Proceedings of the Multimodal Technologies for Perception of Humans, 2006

2005

Support Vector Data Description based on PCA features for face detection.

Verónica Vilaplana, Ferran Marqués

Proceedings of the 13th European Signal Processing Conference, 2005

Automatic Extraction and Analysis of Visual Objects Information.

Xavier Giró, Verónica Vilaplana, Ferran Marqués, Philippe Salembier

Proceedings of the Multimedia Content and the Semantic Web, 2005

2004

Object recognition based on binary partition trees.

Oreste Salerno, Montse Pardàs, Verónica Vilaplana, Ferran Marqués

Proceedings of the 2004 International Conference on Image Processing, 2004

2002

Face segmentation and tracking based on connected operators and partition projection.

Ferran Marqués, Verónica Vilaplana

Pattern Recognit., 2002

2000

A Morphological Approach for Segmentation and Tracking of Human Face.

Ferran Marqués, Verónica Vilaplana

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Human Face Segmentation and Tracking Using Connected Operators and Partition Projection.

Ferran Marqués, Verónica Vilaplana, Anabel Buxes

Proceedings of the 1999 International Conference on Image Processing, 1999

Face Location and Recognition for Video Indexing in the Hypermedia Project.

Luis Torres, Ferran Marqués, Luis Lorente, Verónica Vilaplana

Proceedings of the Multimedia Applications, Services and Techniques, 1999

1998

Region-based segmentation and tracking of human faces.

Verónica Vilaplana, Ferrari Marqués, Philippe Salembier, Luis Garrirlo

Proceedings of the 9th European Signal Processing Conference, 1998