Journal Articles back

In Press
Seguí A, Ugalde A, Fichtner A, Ventpsa S, Morros JR. DASPack: Controlled Data Compression for Distributed Acoustic Sensing. Geophysical Journal International. In Press;.
2025
Pina O, Vilaplana V. Layer-Wise Training of Graph Neural Networks With Self-Supervised Learning. IEEE Transactions on Neural Networks and Learning Systems,. 2025;.
Wang M, Li D, Casas J, Ruiz-Hidalgo J. Adaptive Fusion of LiDAR Features for 3D Object Detection in Autonomous Driving. Sensors. 2025;25(13).  (4.09 MB)
Cardona J, Solé A, Mella P, Aravena D, Ruiz-Hidalgo J, Gómez-Coca S, et al.. Exploring Hyperfine Coupling in Molecular Qubits. Chemical Science. 2025;(16):11291 - 11303.  (8.11 MB)
Hernandez C, Podlipnik S, Ficapal J, Puig S, Malvehy J, Vilaplana V. Comparative Analysis and Interpretability of Survival Models for Melanoma Prognosis. Computers in Biology and Medicine. 2025;190.
Cumplido-Mayoral I, Sánchez-Benavides G, Alomà MMilà, Falcon C, Cacciaglia R, Minguillon C, et al.. Neuroimaging-derived biological brain age and its associations with glial reactivity and synaptic dysfunction cerebrospinal fluid biomarkers. Molecular psychiatry. 2025;.
Solé A, Mosella-Montoro A, Cardona J, Gómez-Coca S, Aravena D, Ruiz E, et al.. A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation. Digital Discovery. 2025;.  (10.39 MB)
Manjabacas A, Chic O, García-Ladona E, Tuset VM, Morros JR, Sayrol E, et al.. Twenty years of AFORO: New developments and connections enhancing otolith research. Fisheries Research. 2025;281.
2024
Barrabés M, Perera M, Novelle V, Moriano X, Giró-i-Nieto X, Mas-Montserrat D, et al.. Advances in Biomedical Missing Data Imputation: A Survey. IEEE Access. 2024;.
Blanco JA, Pardàs M, Casas J, Paugam R, Àgueda A, Wagner J, et al.. Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views. IOP J. Phys.: Conf. Ser. 2024;2885.  (818.71 KB)
Dios F, Torres-Benito S, Lázaro JA, Casas J, Pinazo J, Lerín A. Experimental evaluation of a MIMO radar performance for ADAS application. Telecom. 2024;5(3):508-521.  (1.15 MB)
Hernandez C, Combalia M, Podlipnik S, Codella NCF, Rotemberg V, Halpern AC, et al.. Bcn20000: Dermoscopic lesions in the wild. Nature - Scientific Data. 2024;11.
Pina O, Vilaplana V. Feature propagation as self-supervision signals on graphs. Knowledge-Based Systems. 2024;289.
Cumplido-Mayoral I, Brugulat-Serra A, Sánchez-Benavides G, Molinuevo JLuis, Suarez-Calvet M, Vilaplana V, et al.. The mediating role of neuroimaging-derived biological brain age between risk factors for dementia and cognitive decline in middle/late-aged asymptomatic individuals: a cohort study. The Lancet Healthy Longevity. 2024;.
Perez-Cano J, Valero ISansano, Anglada D, Pina O, Salembier P, Marqués F. Combining graph neural networks and computer vision methods for cell nuclei classification in lung tissue. Heliyon. 2024;10(7).  (4.05 MB)
Pachón-García C, Hernandez C, Delicado P, Vilaplana V. SurvLIMEpy: A Python package implementing SurvLIME. Expert Systems With Applications. 2024;237, Part C.
Gené-Mola J, Ferrer-Ferrer M, Hemming J, Dalfsen P, Hoog D, Sanz-Cortiella R, et al.. AmodalAppleSize_RGB-D dataset: RGB-D images of apple trees annotated with modal and amodal segmentation masks for fruit detection, visibility and size estimation. Data in Brief. 2024;52.
2023
de-Mas-Giménez G, García-Gómez P, Casas J, Royo S. Gradient-Based Metrics for the Evaluation of Image Defogging. World Electric Vehicle Journal. 2023;14(9).  (4.92 MB)
Ferrer-Ferrer M, Ruiz-Hidalgo J, Gregorio E, Vilaplana V, Morros JR, Gené-Mola J. Simultaneous Fruit Detection and Size Estimation Using Multitask Deep Neural Networks  . Biosystems Engineering. 2023;233:63-75.  (10.36 MB)
Dominguez A, Mas-Montserrat D, Bustamante C, Giró-i-Nieto X, Ioannidis AG. Neural ADMIXTURE: rapid population clustering with autoencoders. Nature Computational Science. 2023;.
Pardàs M, Anglada D, Espina M, Marques F, Salembier P. Stromal tissue segmentation in Ki67 histology images based on cytokeratin-19 stain translation. JOURNAL OF MEDICAL IMAGING. 2023;10(3).  (13.78 MB)
Chávez Plasencia A, García-Gómez P, Bernal Pérez E, de-Mas-Giménez G, Casas J, Royo S. A Preliminary Study of Deep Learning Sensor Fusion for Pedestrian Detection. Sensors. 2023;23(8).  (9.94 MB)
Gené-Mola J, Ferrer-Ferrer M, Gregorio E, Blok PM, Hemming J, Morros JR, et al.. Looking behind occlusions: A study on amodal segmentation for robust on-tree apple fruit size estimation. Computers and Electronics in Agriculture. 2023;209.  (9.02 MB)
Cumplido-Mayoral I, García-Prat M, Operto G, Falcon C, Shekari M, Cacciaglia R, et al.. Biological Brain Age Prediction Using Machine Learning on Structural Neuroimaging Data: Multi-Cohort Validation Against Biomarkers of Alzheimer’s Disease and Neurodegeneration stratified by sex. eLife. 2023;12.
Geleta M, Mas-Montserrat D, Giró-i-Nieto X, Ioannidis AG. Deep Variational Autoencoders for Population Genetics. 2023;.
2022
Salgueiro L, Marcello J, Vilaplana V. SEG-ESRGAN: A multi-task network for super-resolution and semantic segmentation of remote sensing images. Remote Sensing. 2022;14(22).
Bernal O, Mas-Montserrat D, Giró-i-Nieto X, Ioannidis AG. SALAI-Net: species-agnostic local ancestry inference network. Bioinformatics. 2022;38.
Metha R, Filos A, Baid U, Mora L, Vilaplana V, Davatzikos C, et al.. QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation--Analysis of Ranking Metrics and Benchmarking Results. Journal of Machine Learning for Biomedical Imaging. 2022;.
Bellver-Bueno M, Ventura C, Silberer C, Kazakos I, Torres J, Giró-i-Nieto X. RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation. Multimedia Tools and Applications. 2022;.  (5.78 MB)
Pedersen TSunn, et al, Casas J, Salembier P. Experimental confirmation of efficient island divertor operation and successful neoclassical transport optimization in Wendelstein 7-X. Nuclear Fusion. 2022;62(4).  (2.24 MB)
Temprana-Salvador J, López-García P, Vives JCastellví, de Haro L, Ballesta E, Abusleme MRojas, et al.. DigiPatICS: Digital Pathology Transformation of the Catalan Health Institute Network of 8 Hospitals - Planification, Implementation and Preliminary Results. Diagnostics. 2022;12(4).  (5.87 MB)
Tarrés GCanet, Pardàs M. Context-unsupervised adversarial network for video sensors. Sensors. 2022;22:3171.
2021
Salgueiro L, Marcello J, Vilaplana V. Single-image super-resolution of Sentinel-2 low resolution bands with residual dense convolutional neural networks. Remote Sensing. 2021;13(24):5007.
Abadal S, Salgueiro L, Marcello J, Vilaplana V. A Dual Network for Super-Resolution and Semantic Segmentation of Sentinel-2 imagery. Remote Sensing. 2021;13(22):4547.
Puig-Sitjes A, Jakubowski M, Naujoks D, Gao Y, Drewelow P, Niemann H, et al.. Real-time detection of overloads on the plasma-facing components of Wendelstein 7-X. Applied sciences (Basel). 2021;11(24).  (6.09 MB)
Mosella-Montoro A, Ruiz-Hidalgo J. 2D–3D Geometric Fusion network using Multi-Neighbourhood Graph Convolution for RGB-D indoor scene classification. Information Fusion. 2021;76.  (771.86 KB)
2020
Rey-Arena M, Guirado E, Tabik S, Ruiz-Hidalgo J. FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations. Information Fusion. 2020;63(195).  (366.22 KB)
Bellver M, Salvador A, Torres J, Giró-i-Nieto X. Mask-guided sample selection for Semi-Supervised Instance Segmentation. Multimedia Tools and Applications. 2020;.  (2.2 MB)
Casamitjana A, Petrone P, Molinuevo JLuis, Gispert JD, Vilaplana V. Projection to Latent Spaces disentangles pathological effects on brain morphology in the asymptomatic phase of Alzheimer’s disease. Frontiers in Neurology, section Applied Neuroimaging. 2020;11.
Gené-Mola J, Sanz R, Rosell-Polo JR, Morros JR, Ruiz-Hidalgo J, Vilaplana V, et al.. Fuji-SfM dataset: A collection of annotated images and point clouds for Fuji apple detection and location using structure-from-motion photogrammetry. 2020;Data in Brief(Vol. 30).
Specia L, Barrault L, Caglayan O, Duarte A, Elliott D, Gella S, et al.. Grounded Sequence to Sequence Transduction. IEEE Journal of Selected Topics in Signal Processing. 2020;14(3):577-591.
García-Gómez P, Royo S, Rodrigo N, Casas J. Geometric Model and Calibration Method for a Solid-State LiDAR. Sensors. 2020;20(10):2898.  (3.37 MB)
Casamitjana A, Vilaplana V, Puch S, Aduriz A, Lopez C, Operto G, et al.. NeAT: a nonlinear analysis toolbox for neuroimaging. Neuroinformatics. 2020;.
Gené-Mola J, Sanz R, Rosell-Polo JR, Morros JR, Ruiz-Hidalgo J, Vilaplana V, et al.. Fruit detection and 3D location using instance segmentation neural networks and structure-from-motion photogrammetry. Computers and Electronics in Agriculture. 2020;169.
Salgueiro L, Marcello J, Vilaplana V. Super-Resolution of Sentinel-2 Imagery Using Generative Adversarial Networks. Remote Sensing. 2020;12(15).
2019
Roisman A, Navarro A, Clot G, Castellano G, Gonzalez-Farre B, Pérez-Galan P, et al.. Differential expression of long non-coding RNAs related to proliferation and histological diversity in follicular lymphomas. British Journal of Haematology. 2019;184(3):373-383.  (980.9 KB)
Wang L, Nie D, Li G, Puybareau E, Dolz J, Zhang Q, et al.. Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Transactions on Medical Imaging. 2019;.
Petrone P, Casamitjana A, Falcon C, Cànaves MArtigues, Operto G, Cacciaglia R, et al.. Prediction of amyloid pathology in cognitively unimpaired individuals using voxelwise analysis of longitudinal structural brain MRI. Alzheimer's Research & Therapy. 2019;11(1).
Gené-Mola J, Gregorio E, Guevara J, Cheein FAuat, Sanz R, Escolà A, et al.. Fruit Detection in an Apple Orchard Using a Mobile Terrestrial Laser Scanner. Biosystems Engineering. 2019;187.
Casamitjana A, Petrone P, Molinuevo JL, Gispert JD, Vilaplana V. Shared latent structures between imaging features and biomarkers in early stages of Alzheimer's disease: a predictive study. IEEE Journal of Biomedical and Health Informatics. 2019;.
Casamitjana A, Petrone P, Falcon C, Artigues M, Operto G, Cacciaglia R, et al.. Detection of Amyloid-Positive Cognitively Unimpaired Individuals Using Voxel-Based Machine Learning on Structural Longitudinal Brain MRI. Alzheimer's & Dementia. 2019;15(754).
Gené-Mola J, Vilaplana V, Rosell-Polo JR, Morros JR, Ruiz-Hidalgo J, Gregorio E. KFuji RGB-DS database: Fuji apple multi-modal images for fruit detection with color, depth and range-corrected IR data. Data in Brief. 2019;.  (2.43 MB)
Gené-Mola J, Vilaplana V, Rosell-Polo JR, Morros JR, Ruiz-Hidalgo J, Gregorio E. Multi-modal Deep Learning for Fuji Apple Detection Using RGB-D Cameras and their Radiometric Capabilities. Computers and Electronics in Agriculture. 2019;162.
Salembier P, Liesegang S, López-Martínez C. Ship Detection in SAR Images Based on Maxtree Representation and Graph Signal Processing. IEEE Transactions on Geoscience and Remote Sensing. 2019;57(5):2709 - 2724.  (5.5 MB)
Lin X, Sanchez-Escobedo D, Casas J, Pardàs M. Depth Estimation and Semantic Segmentation from a Single RGB Image Using a Hybrid Convolutional Neural Network. Sensors. 2019;19(8).  (4.75 MB)
Pujol-Miró A, Casas J, Ruiz-Hidalgo J. Correspondence matching in unorganized 3D point clouds using Convolutional Neural Networks. Image and Vision Computing. 2019;83-84.  (3.95 MB)
Kuijf H, Biesbroek M, de Bresser J, Heinen R, Andermatt S, Bento M, et al.. Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge. IEEE Transactions on Medical Imaging. 2019;.
Sala M, Soriguera F, Huillca K, Vilaplana V. Measuring traffic lane-changing by converting video into space-time still images. Computer-Aided Civil and Infrastructure Engineering. 2019;.
Ventura C, Varas D, Vilaplana V, Giró-i-Nieto X, Marques F. Multiresolution co-clustering for uncalibrated multiview segmentation. Signal Processing: Image Communication. 2019;.  (4.35 MB)
2018
Casamitjana A, Petrone P, Artigues M, Molinuevo JL, Gispert JD, Vilaplana V. Projection to Latent Spaces Disentangles Specific Cerebral Morphometric Patterns Associated to Aging and Preclinical AD. Alzheimer's & Dementia: The Journal of the Alzheimer's Association . 2018;14(7):P869-P870.
Petrone P, Casamitjana A, Falcon C, Artigues M, Operto G, Skouras S, et al.. Characteristic Brain Volumetric Changes in the AD Preclinical Signature. Alzheimer's & Dementia: The Journal of the Alzheimer's Association. 2018;14(7):P1235.
Casamitjana A, Petrone P, Tucholka A, Falcon C, Skouras S, Molinuevo JLuis, et al.. MRI-Based Screening of Preclinical Alzheimer's Disease for Prevention Clinical Trials. Journal of Alzheimer's Disease. 2018;64(4).
Dimiccoli M, Gurrin C, Crandall D, Giró-i-Nieto X, Radeva P. Introduction to the special issue: Egocentric Vision and Lifelogging. Journal of Visual Communication and Image Representation. 2018;.  (116.21 KB)
Lin X, Casas J, Pardàs M. Temporally Coherent 3D Point Cloud Video Segmentation in Generic Scenes. IEEE Transactions on Image Processing. 2018;27(6):3087 - 3099.  (24.37 MB)
Assens M, McGuinness K, O'Connor N, Giró-i-Nieto X. Scanpath and Saliency Prediction on 360 Degree Images. Elsevier Signal Processing: Image Communication. 2018;.  (2.61 MB)
2017
Maceira M, Varas D, Morros JR, Ruiz-Hidalgo J, Marqués F. 3D hierarchical optimization for multi-view depth map coding. Multimedia Tools and Applications. 2017;.  (4.23 MB)
Martínez PA, Lin X, Castelán M, Casas J, Arechavaleta G. A closed-loop approach for tracking a humanoid robot using particle filtering and depth data. Intelligent Service Robotics. 2017;10(4):297–312.  (88.92 KB)
Petrone P, Vilaplana V, Casamitjana A, Sanchez-Escobedo D, Tucholka A, Cacciaglia R, et al.. Magnetic Resonance Imaging as a valuable tool for Alzheimer's disease screening. Alzheimer's & Dementia: The Journal of the Alzheimer's Association. 2017;13(7):P1245.
Frias-Velazquez A, Morros JR, García M, Philips W. Hierarchical stack filtering: a bitplane-based algorithm for massively parallel processors. Journal of Real-Time Image Processing. 2017;.  (868.82 KB)
Campos V, Jou B, Giró-i-Nieto X. From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction. Image and Vision Computing. 2017;.  (1.92 MB)
Pont-Tuset J, Arbelaez P, Barron JT, Marqués F, Malik J. Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2017;38(7):128-140.
2016
Carlier A, Salvador A, Cabezas F, Giró-i-Nieto X, Charvillat V, Marques O. Assessment of Crowdsourcing and Gamification Loss in User-Assisted Object Segmentation. Multimedia Tools and Applications. 2016;23(75).  (5.05 MB)
Maceira M, Morros JR, Ruiz-Hidalgo J. Depth map compression via 3D region-based representation. Multimedia Tools and Applications. 2016;.  (15.02 MB)
Perez-Pellitero E, Salvador J, Ruiz-Hidalgo J, Rosenhahn B. Antipodally Invariant Metrics For Fast Regression-Based Super-Resolution. IEEE Transactions on Image Processing. 2016;25(6):2468.  (5.48 MB)
Salembier P, Foucher S. Optimum Graph-Cuts for Pruning Binary Partition Trees of Polarimetric SAR images. IEEE Transactions on Geoscience and Remote Sensing. 2016;54(9):5493 – 5502.  (3.42 MB)
Pont-Tuset J, Marqués F. Supervised Evaluation of Image Segmentation and Object Proposal Techniques. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2016;38(7):1465 - 1478.
2015
Bellot P, Olsen C, Salembier P, Oliveras A, Meyer PE. NetBenchmark: a bioconductor package for reproducible benchmarks of gene regulatory network inference. BMC Bioinformatics. 2015;16.  (851.49 KB)
Mohedano E, Healy G, McGuinness K, Giró-i-Nieto X, O'Connor N, Smeaton AF. Improving Object Segmentation by using EEG signals and Rapid Serial Visual Presentation. Multimedia Tools and Applications. 2015;.  (3.86 MB)
Valero S, Salembier P, Chanussot J. Object recognition in hyperspectral images using Binary Partition Tree representation. Pattern Recognition Letters. 2015;56:45-51.  (1.75 MB)
Tochon G, Féeret JB, Valero S, Martin RE, Knapp DE, Salembier P, et al.. On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images. Remote Sensing of Environment. 2015;159:318-331.  (3.06 MB)
Bonet-Carne E, Palacio M, Cobo T, Perez-Moreno A, Lopez M, Piraquive JP, et al.. Quantitative Ultrasound Texture Analysis of Fetal Lungs To Predict Neonatal Respiratory Morbidity. Ultrasound in Obstetrics and Gynecology, Wiley. 2015;45(4):427–433.
Vilaplana V. Saliency Maps on Image Hierarchies. Signal Processing: Image Communication. Special Issue on Recent Advances in Saliency Models, Applications and Evaluations. 2015;38:84-99.
2014
Bellot P, Meyer PE. Efficient combination of pairwise feature networks. JMLR: Workshop and Conference Proceedings . Nancy, France: JMLR: Workshop and Conference Proceedings; 2014;46:77 - 84.  (217.39 KB)
Barkhuus L, Zoric G, Engström A, Ruiz-Hidalgo J, Verzijp N. New interaction modes for rich panoramic live video experiences. Behaviour & Information Technology. 2014;33(8).  (278.16 KB)
Alonso-González A, López-Martínez C, Salembier P. PolSAR Time Series Processing with Binary Partition Trees. IEEE Transactions on Geoscience and Remote Sensing. 2014;52(6):3553 – 3567.  (4.07 MB)
Suau X, Alcoverro M, López-Méndez A, Ruiz-Hidalgo J, Casas J. Real-time Fingertip Localization Conditioned on Hand Gesture Classification. Image and Vision Computing. 2014;32(8):522 - 532.  (2.66 MB)
Giró-i-Nieto X, Martos M, Mohedano E, Pont-Tuset J. From Global Image Annotation to Interactive Object Segmentation. Multimedia Tools and Applications. 2014;70.  (1.71 MB)
Salembier P, Foucher S. Remote sensing image processing with graph cut of Binary Partition Trees. Advances in computing science, control and communications. 2014;69(1):185-196.
Palou G, Salembier P. Depth order estimation for video frames using motion occlusions. IET Computer Vision. 2014;8(2):152-160.  (910.25 KB)
Bonet-Carne E, Palacio M, Cobo T, Perez-Moreno A, Lopez M, Piraquive JP, et al.. Quantitative Ultrasound Texture Analysis of Fetal Lungs To Predict Neonatal Respiratory Morbidity. Ultrasound in Obstetrics and Gynecology, Wiley. 2014;44.
2013
Tochon G, Feret JB, Valero S, Martin RE, Tupayachi R, Chanussot J, et al.. Segmentation hyperspectrales de forets tropicales par arbres de partition binaires. Revue française de photogrammétrie et de télédétection. 2013;202(1):55-65.  (2.51 MB)
Alonso-González A, Valero S, Chanussot J, López-Martínez C, Salembier P. Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree. Proceedings of the IEEE. 2013;101(3):723 - 747.  (4.46 MB)
Valero S, Salembier P, Chanussot J. Hyperspectral image representation and processing with Binary Partition Trees. IEEE Transactions on Image Processing. 2013;22(4):1430 - 1443.  (1.81 MB)
Palou G, Salembier P. Monocular Depth Ordering Using T-junctions and Convexity Occlusion Cues. IEEE Transactions on Image Processing. 2013;22(5): 1926 - 1939 .  (2.64 MB)
Alonso-González A, López-Martínez C, Salembier P, Deng X. Bilateral Distance Based Filtering for Polarimetric SAR Data. Remote Sensing. 2013;5(11):5620-5641.  (13.7 MB)
Salvador J, Casas J. Multi-View Video Representation Based on Fast Monte Carlo Surface Reconstruction. IEEE Transactions on Image Processing. 2013;22(9):3342 - 3352.  (6.16 MB)
Molina J, Escudero-Viñolo M, Signorelo A, Pardàs M, Ferran C, Bescós J, et al.. Real-time user independent hand gesture recognition from time-of-flight camera video using static and dynamic models. Machine vision and applications. 2013;24(1):187–204.
Alcoverro M, Suau X, Morros JR, López-Méndez A, Gil-Moreno A, Ruiz-Hidalgo J, et al.. Gesture Control Interface for immersive panoramic displays. Multimedia Tools and Applications. 2013;:1-27.  (3.73 MB)
Gallego J, Pardàs M. Region Based Foreground Segmentation Combinig Color and Depth Sensors Via Logarithmic Opinion Pool Decision. Journal of Visual Communication and Image Representation. 2013;.
Ventura C, Vilaplana V, Giró-i-Nieto X, Marqués F. Improving retrieval accuracy of Hierarchical Cellular Trees for generic metric spaces. Multimedia Tools and Applications. 2013;.  (1.97 MB)
Suau X, Ruiz-Hidalgo J, Casas J. Detecting End-Effectors on 2.5D data using Geometric Deformable Models: Application to Human Pose Estimation. Computer Vision and Image Understanding (CVIU). 2013;117(3).  (1.44 MB)
2012
Suau X, Alcoverro M, López-Méndez A, Ruiz-Hidalgo J, Casas J. INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction. Lecture notes in computer science. Heidelberg: Springer; 2012;7585:602-606.  (214.4 KB)
Gallego J, Pardàs M, Haro G. Enhanced foreground segmentation and tracking combining Bayesian background, shadow and foreground modeling. Pattern Recognition Letters. 2012;33(12):1558–1568.
Suau X, Ruiz-Hidalgo J, Casas J. Real-time head and hand tracking based on 2.5D data. IEEE Transactions on Multimedia . 2012;14(3):575-585 .  (4.88 MB)
Calderero F, Eugenio F, Marcello J, Marqués F. Multispectral Cooperative Partition Sequence Fusion for Joint Classification and Hierarchical Segmentation. Geoscience and Remote Sensing Letters, IEEE. 2012;9:1012-1016.
Bosio M, Bellot P, Salembier P, Oliveras A. Gene Expression Data Classification Combining Hierarchical Representation and Efficient Feature Selection. Journal of Biological Systems. 2012;20:349-375.  (711.35 KB)
Cuadras C, Valero S, Cuadras D, Salembier P, Chanussot J. Distance-based measures of association with applications in relating hyperspectral images. Communications in Statistics - Theory and Method. 2012;41:2342–2355.  (296.22 KB)
Alonso-González A, López-Martínez C, Salembier P. Filtering and Segmentation of Polarimetric SAR Data Based on Binary Partition Trees. IEEE transactions on geoscience and remote sensing. 2012;50:593–605.  (2.02 MB)
López-Méndez A, Casas J. Model-Based Recognition of Human Actions by Trajectory Matching in Phase Spaces. Image and Vision Computing. 2012;.  (960.26 KB)
Ruiz-Hidalgo J, Morros JR, Aflaki P, Calderero F, Marqués F. Multiview depth coding based on combined color/depth segmentation. Journal of visual communication and image representation. 2012;23(1):42–52.  (1.81 MB)
2011
Tello M, López-Martínez C, Mallorqui JJ, Salembier P. Edge enhancement algorithm based on the wavelet transform for automatic edge detection in SAR images. IEEE transactions on geoscience and remote sensing. 2011;49:222–235.  (1.61 MB)
Canton-Ferrer C, Casas J, Pardàs M, Monte E. Multi-camera multi-object voxel-based Monte Carlo 3D tracking strategies. Eurasip journal on advances in signal processing. 2011;2011:1–15.
Canton-Ferrer C, Casas J, Pardàs M. Human motion capture using scalable body models. Computer vision and image understanding. 2011;115:1363–1374.
Butko T, Canton-Ferrer C, Segura C, Giró-i-Nieto X, Nadeu C, Hernando J, et al.. Acoustic event detection based on feature-level fusion of audio and video modalities. Eurasip journal on advances in signal processing. 2011;2011:1–11.
Tenorio V, Bonet E, Botet F, Marqués F, Amat I, Gratacos E. Correlation between a semiautomated method based on ultrasound texture analysis and standard ultrasound diagnosis using white matter damage in preterm neonates as a model. Journal of ultrasound in medicine. 2011;30:1365–1377.
2010
Gudmundsson S, Pardàs M, Casas J, Sveinsson J, Aanaes H, Larsen R. Improved 3D reconstruction in smart-room environments using ToF imaging. Computer vision and image understanding. 2010;114(12):1376–1384.
Giró-i-Nieto X, Camps N, Marqués F. GAT, a Graphical Annotation Tool for semantic regions. Multimedia tools and applications. 2010;46(2-3):155–174.
Canton-Ferrer C, Casas J, Pardàs M. Marker-based human motion capture in multi-view sequences. Eurasip journal on advances in signal processing. 2010;2010:1–11.
Sayrol E, Bragos R, Alarcón E, Cabrera M, Calveras A, Comellas J, et al.. Mixed integration of CDIO skills into telecommunication engineering curricula. Elektronika ir elektrotechnika. 2010;102(6):127–130.
Calderero F, Marqués F. Region merging techniques using information theory statistical measures. IEEE transactions on image processing. 2010;19:1567–1586.
Haro G, Pardàs M. Shape from incomplete silhouettes based on the reprojection error. Image and vision computing. 2010;28:1354–1368.
Gudmundsson S, Sveinsson J, Pardàs M, Aanaes H, Larsen R. Model-based hand gesture tracking in ToF image sequences. Lecture notes in computer science. 2010;6169/2010:118–127.
2009
Caselles V, Donat R, Haro G. Flux-gradient and source-term balancing for certain high resolution shock-capturing schemes. Computers & Fluids. 2009;38(1):16 - 36.  (595.61 KB)
Salembier P, Wilkinson MHF. Connected operators: A review of region-based morphological image processing techniques. IEEE Signal Processing Magazine. 2009;6:136–157.  (4.25 MB)
Neumann J, Casas J, Macho D, Ruiz-Hidalgo J. Integration of audiovisual sensors and technologies in a smart room. Personal and ubiquitous computing. 2009;13:15–23.  (477.45 KB)
Chang C, Pardàs M, Marqués F. Trajectory tree as an object-oriented hierarchical representation for video. IEEE transactions on circuits and systems for video technology. 2009;19:547–560.
2008
Landabaso J-L, Pardàs M, Casas J. Shape from inconsistent silhouette. Computer vision and image understanding. 2008;112(2):210–224.
Canton-Ferrer C, Segura C, Casas J, Pardàs M, Hernando J. Audiovisual head orientation estimation with particle filtering in multisensor scenarios. EURASIP Journal on Advances in Signal Processing. 2008;2008:1–13.
de Craene M, Macq B, Marqués F, Salembier P, Warfield S. Unbiased group-wise alignment by iterative central tendency estimations. Mathematical modeling of natural phenomena. 2008;3:2–32.
Oliveras A, Espel-Masferrer E. Elevated basal hepcidin levels in the liver may inhibit the development of malaria infection: Another piece towards solving the malaria puzzle?. Medical hypotheses. 2008;70:630–634.
Salah A, Morros JR, Luque J, Segura C, Hernando J, Ambekar O, et al.. Multimodal identification and localization of users in a smart environment. Journal on Multimodal user interfaces. 2008;2:75–91.
Marcello J, Eugenio F, Marqués F, Hernandez-Guerra A, Gasull A. Motion estimation techniques to automatically track oceanographic thermal structures in multi-sensor image sequences. IEEE transactions on geoscience and remote sensing. 2008;46:2743–2762.
Vilaplana V, Marqués F, Salembier P. Binary partition trees for object detection. IEEE transactions on image processing. 2008;17:1–16.  (1.66 MB)
Turkan M, Pardàs M, Cetin E. Edge Projections for Eye Localization. Optical engineering. 2008;47:1–6.
Correa P, Marqués F, Marichal X, Macq B. 3D posture estimation using geodesic distance maps. Multimedia tools and applications. 2008;38:365–384.
Landabaso J-L, Pardàs M. A Unified Framework for Consistent 2D/3D Foreground Object Detection. IEEE transactions on circuits and systems for video technology. 2008;18:1040–1051.
2007
Mostefa D, Moreau N, Choukri K, Potamianos G, Chu S, Tyagi A, et al.. The CHIL Audiovisual Corpus for Lecture and Meeting Analysis inside Smart Rooms. Language resources and evaluation. 2007;41(3):389–407.
Solé J, Salembier P. Generalized lifting prediction optimization applied to lossless image compression. IEEE signal processing letters. 2007;14:695–698.  (142.63 KB)
Solé J, Salembier P. Quadratic Interpolation and Linear Lifting Design. Eurasip Journal on Applied Signal Processing. 2007;1:1–9.  (876.4 KB)
Descampe A, Vleeschouwer D, Iregui M, Macq B, Marqués F. Prefetching and caching strategies for remote and interactive browsing of JPEG2000 images. IEEE transactions on image processing. 2007;16:1339–1354.
Salembier P, Benitez AB. Structure description tools. Journal of the American Society for Information Science. 2007;58:1329–1337.  (722.43 KB)
Correa P, Czyz J, Marqués F, Umeda T, Marichal X, Macq B. Bayesian approach for morphology based 2D human motion capture. IEEE transactions on multimedia. 2007;9:754–765.
2006
Ruiz-Hidalgo J, Salembier P. On the use of indexing metadata to improve the efficiency of video compression. IEEE transactions on circuits and systems for video technology. 2006;16:410–419.  (485.83 KB)
Landabaso J-L, Pardàs M. Foreground Regions Extraction and Characterization Towards Real-Time Object Tracking. Lecture notes in computer science. 2006;3869:241–249.
2005
Casas J, Puig-Sitjes A, Puig-Folch P. Mutual feedback scheme for face detection and tracking aimed at density estimation in demonstrations. IEE Proceedings-Vision, Image and Signal Processing. 2005;152(3):334–346.
Marcello J, Marqués F, Eugenio F. Automatic tool for the precise detection of upwelling and filaments in remote sensing imagery. IEEE transactions on geoscience and remote sensing. 2005;43:1605–1616.
Figueras P, Haas C, Capdevila C, Vilaplana V. Las Mancomunidades en España. Boletí de la Asociación de Geógrafos Españoles. 2005;:151–176.
2004
Landabaso J-L, Xu L-Q, Pardàs M. Robust Tracking and Object Classification Towards Automated Video Surveillance. Lecture notes in computer science. 2004;3212:463–470.
2003
Schelkens P, Munteanu A, Barbarien J, Galca M, Giró-i-Nieto X, Cornelis J. Wavelet coding of volumetric medical datasets. Medical Imaging, IEEE Transactions on. 2003;22:441 -458.
Eugenio F, Marqués F. Automatic satellite image georeferencing using a contour matching approach. IEEE transactions on geoscience and remote sensing. 2003;41:2869–2880.
Comas D, Singh R, Ortega A, Marqués F. Unbalanced multiple description video coding based on a rate-distortion optimization. Eurasip Journal on Applied Signal Processing. 2003;2003:81–90.
Avrithis Y, Stamou G, Wallace M, Marqués F, Salembier P, Giró-i-Nieto X, et al.. Unified Access to Heterogeneous Audiovisual Archives. Journal of universal computer science. 2003;9:510–519.
2002
Salembier P. Overview of the MPEG-7 Standard and of Future Challenges for Visual Information Analysis. EURASIP Journal on Applied Signal Processing. 2002;4:1–11.  (415.4 KB)
Salembier P, Llach J, Garrido L. Visual Segment Tree Creation for MPEG-7 Description Schemes. Pattern recognition. 2002;35:563–579.  (1.14 MB)
Mech R, Marqués F. Objective evaluation criteria for 2-D shape estimation results of moving objects. Eurasip Journal on Applied Signal Processing. 2002;2002:401–409.
Marqués F, Vilaplana V. Face segmentation and tracking based on connected operators and partition projection. Pattern recognition. 2002;35:601–614.
Pardàs M, Bonafonte A. Facial animation parameters extraction and expression recognition using Hidden Markov Models. Signal processing: image communication. 2002;:675–688.
2001
Ruiz-Hidalgo J, Salembier P. Morphological tools for robust key-region extraction and video shot modeling. Lecture notes in computer science. 2001;:407–416.  (1.08 MB)
Eugenio F, Marcello J, Marqués F, Hernandez-Guerra A, Rovaris E. A real-time automatic acquisition, processing and distribution system for AVHRR and SeaWIFS imagery. IEEE geoscience electronics society newsletter. 2001;-:10–15.
Vilaplana V, Marqués F. A region-based approach to face segmentation and tracking in video sequences. Latin american applied research. 2001;31:99–106.
Pardàs M, Sayrol E. Motion estimation based tracking of active contours. Pattern recognition letters. 2001;22:1447–1456.
Salembier P, Smith J. MPEG-7 Description Schemes. IEEE transactions on circuits and systems for video technology. 2001;11:748–759.  (275.76 KB)
Avaro O, Salembier P. MPEG-7 Systems: overview. IEEE transactions on circuits and systems for video technology. 2001;11:760–764.  (94.51 KB)
2000
Nunes P, Marqués F, Pereira F, Gasull A. A contour-based approach to binary shape coding using a multiple grid chain code. Signal processing: image communication. 2000;15:585–599.
Salembier P, Garrido L. Binary partition tree as an efficient representation for image processing, segmentation and information retrieval. IEEE transactions on image processing. 2000;9:561–576.  (762.82 KB)
Salembier P, Richard Q, O'Connor N, Correia P, Sezan I, van Beek P. Description Schemes for Video Programs, Users and Devices. Signal processing: image communication. 2000;16:211–234.  (879.4 KB)
1999
Salembier P, Marqués F. Region-based representations of image and video : segmentation tools for multimedia services. IEEE transactions on circuits and systems for video technology. 1999;9:1147–1169.  (992.8 KB)
1998
Salembier P, Oliveras A, Garrido L. Antiextensive connected operators for image and sequence processing. IEEE transactions on image processing. 1998;7:555–570.  (487.58 KB)
Garrido L, Salembier P, García D. Extensive Operators in Partition Lattices for Image Sequence Analysis. Signal processing. 1998;66:157–180.  (612.87 KB)
Marqués F, Llorens B, Gasull A. Prediction of image partitions using fourier descriptors : application to segmentation-based coding schemes. IEEE transactions on image processing. 1998;7:529–542.
1997
Torres L, Casas J, Arias E. Stochastic vector quantization of images. Signal Processing. 1997;62(3):291–301.
Casas J, Torres L. A region-based subband coding scheme. Signal Processing: Image Communication. 1997;10(1-3):173–200.
Pardàs M. Object-base image coding. Vistas in astronomy. 1997;41:455–461.
Marcotegui B, Marqués F, Morros JR, Pardàs M, Salembier P. Segmentation of video sequences and rate control. Annales des télecommunications. Annals of telecommunications. 1997;52:380–388.
Marcotegui B, Marqués F, Meyer F. Allowing content-based functionalities in segmentation-based coding schemes. Annales des télecommunications. Annals of telecommunications. 1997;52:398–407.
Salembier P, Marqués F, Pardàs M, Morros JR, Corset I, Jeannin S, et al.. Segmentation-based video coding system allowing the manipulation of objects. IEEE transactions on circuits and systems for video technology. 1997;7:60–74.  (1.44 MB)
Meyer F, Oliveras A, Salembier P, Vachier C. Morphological tools for segmentation: connected operators and watersheds. Annales des télecommunications. Annals of telecommunications. 1997;52:366–379.
Pardàs M, Salembier P. Segmentation of video sequences for partition tree generation. Annales des télecommunications. Annals of telecommunications. 1997;52:389–396.
Marqués F, Meyer F, Pardàs M, Salembier P. General requirements for coding oriented segmentation of video sequences. Annales des télecommunications. Annals of telecommunications. 1997;52:359–366.
1996
Salembier P, Brigger P, Casas J, Pardàs M. Morphological operators for image and video compression. IEEE transactions on image processing. 1996;5(6):881–898.  (812.23 KB)
Sayrol E, Gasull A, R. Fonollosa J. Motion estimation using higher-order statistics. IEEE transactions on image processing. 1996;5:1077–1084.
1995
Sayrol E, Gasull A, Nikias C. Image Restoration using the W-Slice Method. IEEE transactions on image processing. 1995;4(8):1174–1181.
Salembier P, Torres L, Meyer F, Gu C. Region-based video coding using mathematical morphology. Proceedings of the IEEE. 1995;83:843–857.  (1.5 MB)
Salembier P, Serra J. Flat zones filtering, connected operators and filters by reconstruction. IEEE transactions on image processing. 1995;3:1153–1160.  (991.58 KB)
1994
Casas J, Torres L. Coding of details in very low bit-rate video systems. IEEE transactions on circuits and systems for video technology. 1994;4(3):317–327.  (1.51 MB)
Salembier P, Pardàs M. Hierarchical morphological segmentation for image sequence coding. IEEE transactions on image processing. 1994;3:639–651.
Salembier P. Morphological multiscale segmentation for image coding. Signal processing. 1994;38:359–386.
Pardàs M, Salembier P. 3d morphological segmentation and motion estimation for image sequences. Signal processing. 1994;38:31–43.
1992
Torres L, Moreno A, Masgrau E, Gasull A. Compresión de audio e imagen para sistemas multimedia. Bit numerical mathematics. 1992;:50–58.
Salembier P. Structuring element adaptation for morphological filters. Journal of visual communication and image representation. 1992;3:115–136.
Salembier P. Size-sensitive multiresolution decomposition of images with rank. Signal processing. 1992;27:205–241.
Salembier P. Adaptive rank order based filters. Signal processing. 1992;27:1–25.
1990
Sanz P, Ribas B, Cobo E, Gadea E, Marqués F, Solé E, et al.. Aspectos Clínicos-toxicológicos en los trabajadores de una industria productora de cromatos. Annual review of pharmacology and toxicology. 1990;7:1:13–1:20.