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

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

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

Unsupervised Domain Adaptation for Multi-Stain Cell Detection in Breast Cancer with Transformers - Oscar Pina; Verónica Vilaplana (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024, 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 (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024, 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 (Predictive Intelligence in Medicine - 7th International Workshop, PRIME 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, 2024)

Breast Cancer Molecular Subtyping from H&E Whole Slide Images Using Foundation Models and Transformers - Lauren Jimenez-Martin; Carlos Hernández-Pérez; Verónica Vilaplana (Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care - First Deep Breast Workshop, Deep-Breath 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings, 2024)

Cell-DETR: Efficient cell detection and classification in WSIs with transformers - Oscar Pina; Eduard Dorca; Verónica Vilaplana (Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France, 2024)

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., 2023)

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

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

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

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)

Self-supervised graph representations of WSIs - Oscar Pina; Verónica Vilaplana (Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands, 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 (Cancer Prevention Through Early Detection - First International Workshop, CaPTion 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings, 2022)

Structural Networks for Brain Age Prediction - Oscar Pina; Irene Cumplido-Mayoral; Raffaele Cacciaglia; José María González-de-Echávarri; Juan Domingo Gispert; Verónica Vilaplana (International Conference on Medical Imaging with Deep Learning, MIDL 2022, 6-8 July 2022, Zurich, Switzerland, 2022)

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

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; et al. (CoRR, 2021)

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)

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)

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

MRI Brain Tumor Segmentation and Uncertainty Estimation Using 3D-UNet Architectures - Laura Mora Ballestar; Verónica Vilaplana (Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers, Part I, 2020)

Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification - Marc Combalia; Ferran Hueto; Susana Puig; Josep Malvehy; Verónica Vilaplana (2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2020, Seattle, WA, USA, June 14-19, 2020, 2020)

Weakly Supervised Semantic Segmentation For Remote Sensing Hyperspectral Imaging - Eloi Moliner; Luis Salgueiro Romero; Verónica Vilaplana (2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020, 2020)

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

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

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)

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)

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

Picking Groups Instead of Samples: A Close Look at Static Pool-Based Meta-Active Learning - Ignasi Mas; Ramon Morros; Verónica Vilaplana (2019 IEEE/CVF International Conference on Computer Vision Workshops, ICCV Workshops 2019, Seoul, Korea (South), October 27-28, 2019, 2019)

Comparative study of upsampling methods for super-resolution in remote sensing - Luis Salgueiro Romero; Javier Marcello; Verónica Vilaplana (Twelfth International Conference on Machine Vision, ICMV 2019, Amsterdam, The Netherlands, 16-18 November 2019, 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 (International Conference on Medical Imaging with Deep Learning, MIDL 2019, 8-10 July 2019, London, United Kingdom, 2019)

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

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

Leishmaniasis Parasite Segmentation and Classification Using Deep Learning - Marc Górriz; Albert Aparicio; Berta Raventós; Verónica Vilaplana; Elisa Sayrol; Daniel López Codina (Articulated Motion and Deformable Objects - 10th International Conference, AMDO 2018, Palma de Mallorca, Spain, July 12-13, 2018, Proceedings, 2018)

Action Tube Extraction Based 3D-CNN for RGB-D Action Recognition - Zineng Xu; Verónica Vilaplana; Josep Ramon Morros (2018 International Conference on Content-Based Multimedia Indexing, CBMI 2018, La Rochelle, France, September 4-6, 2018, 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 (PRedictive Intelligence in MEdicine - First International Workshop, PRIME 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings, 2018)

Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification - Marc Combalia; Verónica Vilaplana (Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings, 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 (CoRR, 2018)

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

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

Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation - Adria Casamitjana; Marcel Catà; Irina Sánchez; Marc Combalia; Verónica Vilaplana (Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - Third International Workshop, BrainLes 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Revised Selected Papers, 2017)

3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures - Adria Casamitjana; Santi Puch; Asier Aduriz; Verónica Vilaplana (Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - Second International Workshop, BrainLes 2016, with the Challenges on BRATS, ISLES and mTOP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers, 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)

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

Improving spatial codification in semantic segmentation - Carles Ventura; Xavier Giró-i-Nieto; Verónica Vilaplana; Kevin McGuinness; Ferran Marqués; Noel E. O'Connor (2015 IEEE International Conference on Image Processing, ICIP 2015, Quebec City, QC, Canada, September 27-30, 2015, 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 (Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015, 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 (Poster Proceedings of the 9th ACM Conference on Recommender Systems, RecSys 2015, Vienna, Austria, September 16, 2015, 2015)

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

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

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)

Automatic keyframe selection based on mutual reinforcement algorithm - Carles Ventura; Xavier Giró-i-Nieto; Verónica Vilaplana; Daniel Farré Giribet; Eusebio Carasusán (11th International Workshop on Content-Based Multimedia Indexing, CBMI 2013, Veszprém, Hungary, June 17-19, 2013, 2013)

Salient object detection on a hierarchy of image partitions - Verónica Vilaplana; Guillermo Muntaner (IEEE International Conference on Image Processing, ICIP 2013, Melbourne, Australia, September 15-18, 2013, 2013)

Hierarchical Navigation and Visual Search for Video Keyframe Retrieval - Carles Ventura; Manel Martos; Xavier Giró-i-Nieto; Verónica Vilaplana; Ferran Marqués (Advances in Multimedia Modeling - 18th International Conference, MMM 2012, Klagenfurt, Austria, January 4-6, 2012. Proceedings, 2012)

Region-based face detection, segmentation and tracking. framework definition and application to other objects - Verónica Vilaplana (Polytechnic University of Catalonia, Spain, 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, ICIP 2010, September 26-29, Hong Kong, China, 2010)

Region-based caption text extraction - Miriam Leon; Verónica Vilaplana; Antoni Gasull; Ferran Marqués (11th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2010, Desenzano del Garda, Italy, April 12-14, 2010, 2010)

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, ICIP 2009, 7-10 November 2009, Cairo, Egypt, 2009)

Face tracking using a region-based mean-shift algorithm with adaptive object and background models - Verónica Vilaplana; David Varas (10th Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2009, London, United Kingdom, May 6-8, 2009, 2009)

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, ICIP 2008, October 12-15, 2008, San Diego, California, USA, 2008)

Region-Based Hierarchical Representation for Object Detection - Verónica Vilaplana; Ferran Marqués (International Workshop on Content-Based Multimedia Indexing, CBMI '07, Bordeaux, France, June 25-27, 2007, 2007)

Face detection and segmentation on a hierarchical image representation - Verónica Vilaplana; Ferran Marqués (15th European Signal Processing Conference, EUSIPCO 2007, Poznan, Poland, September 3-7, 2007, 2007)

On Building a Hierarchical Region-Based Representation for Generic Image Analysis - Verónica Vilaplana; Ferran Marqués (Proceedings of the International Conference on Image Processing, ICIP 2007, September 16-19, 2007, San Antonio, Texas, USA, 2007)

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 (Multimodal Technologies for Perception of Humans, First International Evaluation Workshop on Classification of Events, Activities and Relationships, CLEAR 2006, Southampton, UK, April 6-7, 2006, Revised Selected Papers, 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, ICIP 2006, October 8-11, Atlanta, Georgia, USA, 2006)

Support Vector Data Description based on PCA features for face detection - Verónica Vilaplana; Ferran Marqués (13th European Signal Processing Conference, EUSIPCO 2005, Antalya, Turkey, September 4-8, 2005, 2005)

Automatic Extraction and Analysis of Visual Objects Information - Xavier Giró; Verónica Vilaplana; Ferran Marqués; Philippe Salembier (Multimedia Content and the Semantic Web, 2005)

Object recognition based on binary partition trees - Oreste Salerno; Montse Pardàs; Verónica Vilaplana; Ferran Marqués (Proceedings of the 2004 International Conference on Image Processing, ICIP 2004, Singapore, October 24-27, 2004, 2004)

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

A Morphological Approach for Segmentation and Tracking of Human Face - Ferran Marqués; Verónica Vilaplana (15th International Conference on Pattern Recognition, ICPR'00, Barcelona, Spain, September 3-8, 2000, 2000)

Face Location and Recognition for Video Indexing in the Hypermedia Project - Luis Torres; Ferran Marqués; Luis Lorente; Verónica Vilaplana (Multimedia Applications, Services and Techniques - ECMAST'99, 4th European Conference, Madrid, Spain, May 1999, Proceedings, 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, ICIP '99, Kobe, Japan, October 24-28, 1999, 1999)

Region-based segmentation and tracking of human faces - Verónica Vilaplana; Ferrari Marqués; Philippe Salembier; Luis Garrirlo (9th European Signal Processing Conference, EUSIPCO 1998, Island of Rhodes, Greece, 8-11 September, 1998, 1998)