Verónica Vilaplana

Technical University of Catalonia (UPC), Barcelona, Catalonia, Spain

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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

Computers and Electronics in Agriculture, (2020): 105165

EIBibtex

Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification

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

CVPR Workshops, pp.3211-3220, (2020)

EIBibtex

Projection to Latent Spaces Disentangles Pathological Effects on Brain Morphology in the Asymptomatic Phase of Alzheimer's Disease

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

FRONTIERS IN NEUROLOGY, (2020): 648

WOSBibtex

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

Marcel Sala,Francesc Soriguera, Kevin Huillca,Verónica Vilaplana

Computer-aided Civil and Infrastructure Engineering, (2019)

EIBibtex

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

Ignasi Mas,Josep Ramon Morros,Verónica Vilaplana

international conference on computer vision, pp.0-0, (2019)

Bibtex

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

Ignasi Mas, Ramon Morros,Verónica Vilaplana

ICCV Workshops, pp.1354-1362, (2019)

EIBibtex

BCN20000: Dermoscopic Lesions in the Wild

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

Bibtex

Fruit detection in an apple orchard using a mobile terrestrial laser scanner

Jordi Gené-Mola,Eduard Gregorio, Javier Guevara, Fernando Auat,Ricardo Sanz-Cortiella,Alexandre Escolà, Jordi Llorens,Josep-Ramon Morros,Javier Ruiz-Hidalgo,Verónica Vilaplana,Joan R. Rosell-Polo

Biosystems Engineering, (2019): 171-184

Bibtex

KFuji RGB-DS database: Fuji apple multi-modal images for fruit detection with color, depth and range-corrected IR data

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

Data in Brief, (2019): 104289

WOSBibtex

Shared latent structures between imaging features and biomarkers in early stages of Alzheimer's disease: a predictive study

Adria Casamitjana,Veronica Vilaplana, Paula Petrone,Jose Luis Molinuevo,Juan Domingo Gispert

IEEE journal of biomedical and health informatics, no. 2 (2019): 365-376

WOSEIBibtex

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

MIDL, pp.121-129, (2019)

Cited by3EIBibtex

Multiresolution co-clustering for uncalibrated multiview segmentation

Carles Ventura,David Varas,Veronica Vilaplana,Xavier Giro-i-Nieto,Ferran Marques

Signal Processing-image Communication, (2019): 151-166

EIBibtex

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

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

Computers and Electronics in Agriculture, (2019): 689-698

EIBibtex

DETECTION OF AMYLOID-POSITIVE COGNITIVELY UNIMPAIRED INDIVIDUALS USING VOXEL-BASED MACHINE LEARNING ON STRUCTURAL LONGITUDINAL BRAIN MRI

Adrià Casamitjana, Paula Marcela Petrone,Carles Falcon, Miquel Artigues,Grégory Operto,Raffaele Cacciaglia,Jose Luis Molinuevo,Verónica Vilaplana,Juan Domingo Gispert

Alzheimers & Dementia, no. 7 (2019)

Bibtex

PROJECTION TO LATENT SPACES DISENTANGLES SPECIFIC CEREBRAL MORPHOMETRIC PATTERNS ASSOCIATED WITH AGING AND PRECLINICAL AD

Adrià Casamitjana, Paula Petrone, Miquel Artigues,José Luis Molinuevo,Juan Domingo Gispert,Verónica Vilaplana

Alzheimers & Dementia, no. 7 (2018)

Bibtex

CHARACTERISTIC BRAIN VOLUMETRIC CHANGES IN THE AD PRECLINICAL SIGNATURE

Paula Petrone, Adrià Casamitjana,Carles Falcon, Miquel Artigues,Grégory Operto,Stavros Skouras,Raffaele Cacciaglia,José Luis Molinuevo,Verónica Vilaplana,Juan Domingo Gispert, Gemma Salvadó

Alzheimers & Dementia, no. 7 (2018): 1235

Bibtex

Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation

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

Lecture Notes in Computer Science, (2018): 381-391

Cited by1EIBibtex

Brain MRI super-resolution using 3D generative adversarial networks

Irina Sánchez,Verónica Vilaplana

arXiv: Computer Vision and Pattern Recognition, (2018): 1-8

Cited by2EIBibtex

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

Zineng Xu,Verónica Vilaplana,Josep Ramon Morros

CBMI, pp.1-6, (2018)

EIBibtex

MRI-Based Screening of Preclinical Alzheimer's Disease for Prevention Clinical Trials

Adrià Casamitjana, Paula Petrone,Alan Tucholka,Carles Falcon,Stavros Skouras, José Luis Molinuevo,Verónica Vilaplana,Juan Domingo Gispert

JOURNAL OF ALZHEIMERS DISEASE, no. 4.0 (2018): 1099-1112

Cited by1WOSBibtex

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