Cell Nuclei Detection and Classification in Whole Slide Images with Transformers. - Pina, Oscar; Dorca, Eduard; Vilaplana, Verónica (CoRR, 2025)

SurvLIMEpy: A Python package implementing SurvLIME. - Pachón-García, Cristian; Hernández-Pérez, Carlos; Delicado, Pedro; Vilaplana, Verónica (Expert Syst. Appl., 2024)

Feature propagation as self-supervision signals on graphs. - Pina, Oscar; Vilaplana, Verónica (Knowl. Based Syst., 2024)

Unsupervised Domain Adaptation for Multi-Stain Cell Detection in Breast Cancer with Transformers. - Pina, Oscar; Vilaplana, Verónica (2024)

Bridging Domains in Melanoma Diagnostics: Predicting BRAF Mutations and Sentinel Lymph Node Positivity with Attention-Based Models in Histological Images. - Hernández-Pérez, Carlos; Jimenez-Martin, Lauren; Vilaplana, Verónica (2024)

Identifying Brain Ageing Trajectories Using Variational Autoencoders with Regression Model in Neuroimaging Data Stratified by Sex and Validated Against Dementia-Related Risk Factors. - Salvans, Berta Calm; Cumplido-Mayoral, Irene; Gispert, Juan Domingo; Vilaplana, Verónica (2024)

Breast Cancer Molecular Subtyping from H&E Whole Slide Images Using Foundation Models and Transformers. - Jimenez-Martin, Lauren; Hernández-Pérez, Carlos; Vilaplana, Verónica (2024)

Cell-DETR: Efficient cell detection and classification in WSIs with transformers. - Pina, Oscar; Dorca, Eduard; Vilaplana, Verónica (2024)

Looking behind occlusions: A study on amodal segmentation for robust on-tree apple fruit size estimation. - Gené-Mola, Jordi; Ferrer-Ferrer, Mar; Gregorio-Lopez, Eduard; Blok, Pieter M.; Hemming, Jochen; Morros, Josep Ramon; Rosell-Polo, Joan Ramón; Vilaplana, Verónica; Hidalgo, Javier Ruiz (Comput. Electron. Agric., 2023)

SurvLIMEpy: A Python package implementing SurvLIME. - Pachón-García, Cristian; Hernández-Pérez, Carlos; Delicado, Pedro; Vilaplana, Verónica (CoRR, 2023)

RGI : Regularized Graph Infomax for self-supervised learning on graphs. - Pina, Oscar; Vilaplana, Verónica (CoRR, 2023)

Layer-wise training for self-supervised learning on graphs. - Pina, Oscar; Vilaplana, Verónica (CoRR, 2023)

SEG-ESRGAN: A Multi-Task Network for Super-Resolution and Semantic Segmentation of Remote Sensing Images. - Salgueiro, Luis; Marcello, Javier; Vilaplana, Verónica (Remote. Sens., 2022)

Self-supervised graph representations of WSIs. - Pina, Oscar; Vilaplana, Verónica (2022)

Contrastive and Attention-Based Multiple Instance Learning for the Prediction of Sentinel Lymph Node Status from Histopathologies of Primary Melanoma Tumours. - Hernández-Pérez, Carlos; Escudero, Marc Combalia; Puig, Susana; Malvehy, Josep; Besler, Verónica Vilaplana (2022)

Structural Networks for Brain Age Prediction. - Pina, Oscar; Cumplido-Mayoral, Irene; Cacciaglia, Raffaele; González-de-Echávarri, José María; Gispert, Juan Domingo; Vilaplana, Verónica (2022)

A Dual Network for Super-Resolution and Semantic Segmentation of Sentinel-2 Imagery. - Abadal, Saüc; Salgueiro, Luis; Marcello, Javier; Vilaplana, Verónica (Remote. Sens., 2021)

Single-Image Super-Resolution of Sentinel-2 Low Resolution Bands with Residual Dense Convolutional Neural Networks. - Salgueiro, Luis; Marcello, Javier; Vilaplana, Verónica (Remote. Sens., 2021)

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. - Mehta, Raghav; Filos, Angelos; Baid, Ujjwal; Sako, Chiharu; McKinley, Richard; Rebsamen, Michael; Dätwyler, Katrin; Meier, Raphael; Radojewski, Piotr; Murugesan, Gowtham Krishnan; Nalawade, Sahil S.; Ganesh, Chandan; et al. (CoRR, 2021)

Fruit detection and 3D location using instance segmentation neural networks and structure-from-motion photogrammetry. - Gené-Mola, Jordi; Sanz-Cortiella, Ricardo; Rosell-Polo, Joan Ramón; Morros, Josep Ramon; Hidalgo, Javier Ruiz; Vilaplana, Verónica; Gregorio-Lopez, Eduard (Comput. Electron. Agric., 2020)

NeAT: a Nonlinear Analysis Toolbox for Neuroimaging. - Casamitjana, Adrià; Vilaplana, Verónica; Puch, Santi; Aduriz, Asier; López, Carlos; Operto, Grégory; Cacciaglia, Raffaele; Falcón, Carles; Molinuevo, José Luis; Gispert, Juan Domingo (Neuroinformatics, 2020)

Super-Resolution of Sentinel-2 Imagery Using Generative Adversarial Networks. - Romero, Luis Salgueiro; Marcello, Javier; Vilaplana, Verónica (Remote. Sens., 2020)

Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease: A Predictive Study. - Casamitjana, Adrià; Petrone, Paula M.; Molinuevo, José Luis; Gispert, Juan Domingo; Vilaplana, Verónica (IEEE J. Biomed. Health Informatics, 2020)

MRI Brain Tumor Segmentation and Uncertainty Estimation Using 3D-UNet Architectures. - Ballestar, Laura Mora; Vilaplana, Verónica (2020)

Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification. - Combalia, Marc; Hueto, Ferran; Puig, Susana; Malvehy, Josep; Vilaplana, Verónica (2020)

Weakly Supervised Semantic Segmentation For Remote Sensing Hyperspectral Imaging. - Moliner, Eloi; Romero, Luis Salgueiro; Vilaplana, Verónica (2020)

Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation. - Ballestar, Laura Mora; Vilaplana, Verónica (CoRR, 2020)

MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures. - Ballestar, Laura Mora; Vilaplana, Verónica (CoRR, 2020)

Measuring traffic lane-changing by converting video into space-time still images. - Sala, Marcel; Soriguera, Francesc; Huillca, Kevin; Vilaplana, Verónica (Comput. Aided Civ. Infrastructure Eng., 2019)

Multi-modal deep learning for Fuji apple detection using RGB-D cameras and their radiometric capabilities. - Gené-Mola, Jordi; Vilaplana, Verónica; Polo, Joan Ramón Rosell; Morros, Josep Ramon; Hidalgo, Javier Ruiz; Gregorio-Lopez, Eduard (Comput. Electron. Agric., 2019)

Multiresolution co-clustering for uncalibrated multiview segmentation. - Ventura, Carles; Varas, David; Vilaplana, Verónica; Giró-i-Nieto, Xavier; Marqués, Ferran (Signal Process. Image Commun., 2019)

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. - Wang, Li; Nie, Dong; Li, Guannan; Puybareau, Élodie; Dolz, Jose; Zhang, Qian; Wang, Fan; Xia, Jing; Wu, Zhengwang; Chen, Jiawei; Thung, Kim-Han; Bui, Toan Duc; et al. (IEEE Trans. Medical Imaging, 2019)

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. - Kuijf, Hugo J.; Casamitjana, Adrià; Collins, D. Louis; Dadar, Mahsa; Georgiou, Achilleas; Ghafoorian, Mohsen; Jin, Dakai; Khademi, April; Knight, Jesse; Li, Hongwei; Lladó, Xavier; Biesbroek, J. Matthijs; et al. (IEEE Trans. Medical Imaging, 2019)

Picking Groups Instead of Samples: A Close Look at Static Pool-Based Meta-Active Learning. - Mas, Ignasi; Morros, Ramon; Vilaplana, Verónica (2019)

Comparative study of upsampling methods for super-resolution in remote sensing. - Romero, Luis Salgueiro; Marcello, Javier; Vilaplana, Verónica (2019)

Digitally Stained Confocal Microscopy through Deep Learning. - Combalia, Marc; Pérez-Anker, Javiera; García-Herrera, Adriana; Alos, Llúcia; Vilaplana, Verónica; Marqués, Ferran; Puig, Susana; Malvehy, Josep (2019)

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. - Kuijf, Hugo J.; Biesbroek, J. Matthijs; Bresser, Jeroen de; Heinen, Rutger; Andermatt, Simon; Bento, Mariana P.; Berseth, Matt; Belyaev, Mikhail; Cardoso, M. Jorge; Casamitjana, Adrià; Collins, D. Louis; Dadar, Mahsa; et al. (CoRR, 2019)

BCN20000: Dermoscopic Lesions in the Wild. - Combalia, Marc; Codella, Noel C. F.; Rotemberg, Veronica; Helba, Brian; Vilaplana, Verónica; Reiter, Ofer; Halpern, Allan C.; Puig, Susana; Malvehy, Josep (CoRR, 2019)

Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning. - Mas, Ignasi; Morros, Josep Ramon; Vilaplana, Verónica (CoRR, 2019)

Leishmaniasis Parasite Segmentation and Classification Using Deep Learning. - Górriz, Marc; Aparicio, Albert; Raventós, Berta; Vilaplana, Verónica; Sayrol, Elisa; Codina, Daniel López (2018)

Action Tube Extraction Based 3D-CNN for RGB-D Action Recognition. - Xu, Zineng; Vilaplana, Verónica; Morros, Josep Ramon (2018)

Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease. - Casamitjana, Adrià; Vilaplana, Verónica; Petrone, Paula M.; Molinuevo, José Luis; Gispert, Juan Domingo (2018)

Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification. - Combalia, Marc; Vilaplana, Verónica (2018)

Brain MRI super-resolution using 3D generative adversarial networks. - Sánchez, Irina; Vilaplana, Verónica (CoRR, 2018)

Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification. - Combalia, Marc; Vilaplana, Verónica (CoRR, 2018)

Leishmaniasis Parasite Segmentation and Classification using Deep Learning. - Górriz, Marc; Aparicio, Albert; Raventós, Berta; Vilaplana, Verónica; Sayrol, Elisa; Codina, Daniel López (CoRR, 2018)

Cascaded V-Net using ROI masks for brain tumor segmentation. - Casamitjana, Adrià; Catà, Marcel; Sánchez, Irina; Combalia, Marc; Vilaplana, Verónica (CoRR, 2018)

Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation. - Casamitjana, Adria; Catà, Marcel; Sánchez, Irina; Combalia, Marc; Vilaplana, Verónica (2017)

3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures. - Casamitjana, Adria; Puch, Santi; Aduriz, Asier; Vilaplana, Verónica (2016)

Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling. - Puch, Santi; Aduriz, Asier; Casamitjana, Adria; Vilaplana, Verónica; Petrone, Paula M.; Operto, Grégory; Cacciaglia, Raffaele; Skouras, Stavros; Falcón, Carles; Molinuevo, José Luis; Gispert, Juan Domingo (CoRR, 2016)

Saliency maps on image hierarchies. - Vilaplana, Verónica (Signal Process. Image Commun., 2015)

Improving spatial codification in semantic segmentation. - Ventura, Carles; Giró-i-Nieto, Xavier; Vilaplana, Verónica; McGuinness, Kevin; Marqués, Ferran; O'Connor, Noel E. (2015)

UPC System for the 2015 MediaEval Multimodal Person Discovery in Broadcast TV task. - India, Miquel; Varas, David; Vilaplana, Verónica; Morros, Josep Ramon; Hernando, Javier (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. - Tacchini, Eugenio; Morros, Ramon; Vilaplana, Verónica; Sañoso, Enrique (2015)

Improving Spatial Codification in Semantic Segmentation. - Ventura, Carles; Giró-i-Nieto, Xavier; Vilaplana, Verónica; McGuinness, Kevin; Marqués, Ferran; O'Connor, Noel E. (CoRR, 2015)

Saliency maps on image hierarchies. - Vilaplana, Verónica (CoRR, 2015)

Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces. - Ventura, Carles; Vilaplana, Verónica; Giró-i-Nieto, Xavier; Marqués, Ferran (Multim. Tools Appl., 2014)

Automatic keyframe selection based on mutual reinforcement algorithm. - Ventura, Carles; Giró-i-Nieto, Xavier; Vilaplana, Verónica; Giribet, Daniel Farré; Carasusán, Eusebio (2013)

Salient object detection on a hierarchy of image partitions. - Vilaplana, Verónica; Muntaner, Guillermo (2013)

Hierarchical Navigation and Visual Search for Video Keyframe Retrieval. - Ventura, Carles; Martos, Manel; Giró-i-Nieto, Xavier; Vilaplana, Verónica; Marqués, Ferran (2012)

Region-based face detection, segmentation and tracking. framework definition and application to other objects. - Vilaplana, Verónica (2010)

Object detection and segmentation on a hierarchical region-based image representation. - Vilaplana, Verónica; Marqués, Ferran; Leon, Miriam; Gasull, Antoni (2010)

Region-based caption text extraction. - Leon, Miriam; Vilaplana, Verónica; Gasull, Antoni; Marqués, Ferran (2010)

Caption text extraction for indexing purposes using a hierarchical region-based image model. - Leon, Miriam; Vilaplana, Verónica; Gasull, Antoni; Marqués, Ferran (2009)

Face tracking using a region-based mean-shift algorithm with adaptive object and background models. - Vilaplana, Verónica; Varas, David (2009)

Binary Partition Trees for Object Detection. - Vilaplana, Verónica; Marqués, Ferran; Salembier, Philippe (IEEE Trans. Image Process., 2008)

Region-based mean shift tracking: Application to face tracking. - Vilaplana, Verónica; Marqués, Ferran (2008)

Region-Based Hierarchical Representation for Object Detection. - Vilaplana, Verónica; Marqués, Ferran (2007)

Face detection and segmentation on a hierarchical image representation. - Vilaplana, Verónica; Marqués, Ferran (2007)

On Building a Hierarchical Region-Based Representation for Generic Image Analysis. - Vilaplana, Verónica; Marqués, Ferran (2007)

Audio, Video and Multimodal Person Identification in a Smart Room. - Luque, Jordi; Morros, Ramon; Garde, Ainara; Anguita, Jan; Farrús, Mireia; Macho, Dusan; Marqués, Ferran; Martinez, Claudi; Vilaplana, Verónica; Hernando, Javier (2006)

Face Recognition using Groups of Images in Smart Room Scenarios. - Vilaplana, Verónica; Martinez, Claudi; Cruz, Javier; Marqués, Ferran (2006)

Support Vector Data Description based on PCA features for face detection. - Vilaplana, Verónica; Marqués, Ferran (2005)

Automatic Extraction and Analysis of Visual Objects Information. - Giró, Xavier; Vilaplana, Verónica; Marqués, Ferran; Salembier, Philippe (2005)

Object recognition based on binary partition trees. - Salerno, Oreste; Pardàs, Montse; Vilaplana, Verónica; Marqués, Ferran (2004)

Face segmentation and tracking based on connected operators and partition projection. - Marqués, Ferran; Vilaplana, Verónica (Pattern Recognit., 2002)

A Morphological Approach for Segmentation and Tracking of Human Face. - Marqués, Ferran; Vilaplana, Verónica (2000)

Face Location and Recognition for Video Indexing in the Hypermedia Project. - Torres, Luis; Marqués, Ferran; Lorente, Luis; Vilaplana, Verónica (1999)

Human Face Segmentation and Tracking Using Connected Operators and Partition Projection. - Marqués, Ferran; Vilaplana, Verónica; Buxes, Anabel (1999)

Region-based segmentation and tracking of human faces. - Vilaplana, Verónica; Marqués, Ferrari; Salembier, Philippe; Garrirlo, Luis (1998)