no code implementations • 5 Feb 2023 • Gennaro Raimo, Michele Buonanno, Massimiliano Conson, Gennaro Cordasco, Marcos Faundez-Zanuy, Stefano Marrone, Fiammetta Marulli, Alessandro Vinciarelli, Anna Esposito
The aim of this study is to use a new tool, the online handwriting and drawing analysis, to discriminate between healthy individuals and depressed patients.
no code implementations • 20 Jan 2023 • Zoltan Galaz, Jiri Mekyska, Jan Mucha, Vojtech Zvoncak, Zdenek Smekal, Marcos Faundez-Zanuy, Lubos Brabenec, Ivona Moravkova, Irena Rektorova
To this date, studies focusing on the prodromal diagnosis of Lewy body diseases (LBDs) based on quantitative analysis of graphomotor and handwriting difficulties are missing.
no code implementations • 20 Jan 2023 • Jan Mucha, Zoltan Galaz, Jiri Mekyska, Marcos Faundez-Zanuy, Vojtech Zvoncak, Zdenek Smekal, Lubos Brabenec, Irena Rektorova
Therefore, in this study, we follow up on our previous research, and we aim to explore the utilization of various approaches of fractional order derivative (FD) in the analysis of PD dysgraphia.
no code implementations • 16 Apr 2022 • Josep Roure-Alcobé, Marcos Faundez-Zanuy
This paper presents experimental results using the ORL (40 people) and FERET (994 people) databases.
no code implementations • 16 Apr 2022 • Marcos Faundez-Zanuy
This paper describes a hand geometry biometric identification system.
no code implementations • 16 Apr 2022 • Marcos Faundez-Zanuy, Miguel A. Ferrer-Ballester, Carlos M. Travieso-González, Virginia Espinosa-Duro
This paper presents a biometric recognition system based on hand geometry.
no code implementations • 8 Apr 2022 • Marcos Faundez-Zanuy
This Paper studies different committees of neural networks for biometric pattern recognition.
no code implementations • 8 Apr 2022 • Marcos Faundez-Zanuy, Guillermo Mar Navarro Mérida
This Paper describes a hand geometry biometric identification system.
no code implementations • 6 Apr 2022 • Marcos Faundez-Zanuy
This paper proposes the use of a discrete cosine transform (DCT) instead of the eigenfaces method (Karhunen-Loeve Transform) for biometric identification based on frontal face images.
no code implementations • 1 Apr 2022 • Virginia Espinosa-Duro, Marcos Faundez-Zanuy
This paper describes a novel face identification method that combines the eigenfaces theory with the Neural Nets.
no code implementations • 31 Mar 2022 • Marcos Faundez-Zanuy, Francesc Vallverdu-Bayes, Francesc Tarres-Ruiz
Advanced motion models (4 or 6 parameters) are needed for a good representation of the motion experimented by the different objects contained in a sequence of images.
no code implementations • 30 Mar 2022 • Virginia Espinosa-Duró, Marcos Faundez-Zanuy, Jiri Mekyska
When focusing an image, depth of field, aperture and distance from the camera to the object, must be taking into account, both, in visible and in infrared spectrum.
no code implementations • 30 Mar 2022 • Marcos Faundez-Zanuy, Xavier Font Aragones, Jiri Mekyska
In this paper we summarize several applications based on thermal imaging.
no code implementations • 29 Mar 2022 • Anna Esposito, Vincenzo Capuano, Jiri Mekyska, Marcos Faundez-Zanuy
This work defines a procedure for collecting naturally induced emotional facial expressions through the vision of movie excerpts with high emotional contents and reports experimental data ascertaining the effects of emotions on memory word recognition tasks.
no code implementations • 29 Mar 2022 • Jiri Mekyska, Virginia Espinosa-Duró, Marcos Faundez-Zanuy
Face segmentation is a first step for face biometric systems.
no code implementations • 28 Mar 2022 • Manuel-Vicente Garnacho-Castaño, Marcos Faundez-Zanuy, Josep Lopez-Xarbau
Practical determination of physical recovery after intense exercise is a challenging topic that must include mechanical aspects as well as cognitive ones because most of physical sport activities, as well as professional activities (including brain computer interface-operated systems), require good shape in both of them.
no code implementations • 28 Mar 2022 • Marcos Faundez-Zanuy, Olga Brotons-Rufes, Carles Paul-Recarens, Réjean Plamondon
In this paper, we present a pressure characterization and normalization procedure for online handwritten acquisition.
no code implementations • 28 Mar 2022 • Manuel-Vicente Garnacho-Castaño, Marcos Faundez-Zanuy, Noemi Serra-Payá, J. L. Maté-Muñoz, Josep López-Xarbau, M. Vila-Blanch
There was almost perfect agreement between the Polar V800 compared to a force platform for the SJ and CMJ tests (Mean ICCs = 0. 95; no systematic bias +- random errors in SJ mean: -0. 38 +- 2. 10 cm, p > 0. 05).
no code implementations • 23 Mar 2022 • Juan-Manuel Pascual-Gaspar, Marcos Faundez-Zanuy, Carlos Vivaracho
Experimental results with MCYT provide a 99. 76% identification rate and 2. 46% EER (skilled forgeries and individual threshold).
no code implementations • 21 Mar 2022 • K. López-de-Ipiña, Marcos Faundez-Zanuy, Jordi Solé-Casals, Fernando Zelarin, Pilar Calvo
Most of medical developments require the ability to identify samples that are anomalous with respect to a target group or control group, in the sense they could belong to a new, previously unseen class or are not class data.
no code implementations • 21 Mar 2022 • Jiri Mekyska, Zdenek Smekal, Zoltan Galaz, Zdenek Mzourek, Irena Rektorova, Marcos Faundez-Zanuy, Karmele Lopez-de-Ipina
Up to 90% of patients with Parkinson's disease (PD) suffer from hypokinetic dysathria (HD) which is also manifested in the field of phonation.
no code implementations • 18 Mar 2022 • Karmele López-de-Ipiña, Alberto Bergareche, Patricia De La Riva, Jordi Sole-Casals, Marcos Faundez-Zanuy, Jose Felix Marti-Masso, Mikel Iturrate, Blanca Beitia, Pilar Calvo, Enric Sesa-Nogueras, Josep Roure, Itziar Gurrutxaga, Joseba Garcia-Melero
Biomedical systems are regulated by interacting mechanisms that operate across multiple spatial and temporal scales and produce biosignals with linear and non-linear information inside.
no code implementations • 18 Mar 2022 • Peter Drotár, Jiří Mekyska, Zdeněk Smékal, Irena Rektorová, Lucia Masarová, Marcos Faundez-Zanuy
We show that pressure and in-air movement also possess information that is relevant for the diagnosis of Parkinson's Disease (PD) from handwriting.
no code implementations • 18 Mar 2022 • Jan Mucha, Zoltan Galaz, Jiri Mekyska, Tomas Kiska, Vojtech Zvoncak, Zdenek Smekal, Ilona Eliasova, Martina Mrackova, Milena Kostalova, Irena Rektorova, Marcos Faundez-Zanuy, Jesus B. Alonso-Hernandez
In this work, we analysed the power of conventional speech features quantifying imprecise articulation, dysprosody, speech dysfluency and speech quality deterioration extracted from a specialized poem recitation task to discriminate dysarthric and healthy speech.
no code implementations • 18 Mar 2022 • Enric Sesa-Nogueras, Marcos Faundez-Zanuy, Josep Roure-Alcobé
Although in this case results are not conclusive, an outstanding average of 74% of well classified writers is obtained when information from pen-up strokes is combined with information from pen-down ones.
no code implementations • 16 Mar 2022 • Radek Benes, Pavel Dvorak, Marcos Faundez-Zanuy, Virginia Espinosa-Duro, Jiri Mekyska
To the best of our knowledge, this is the first work devoted to multi-focus thermal image fusion.
no code implementations • 15 Mar 2022 • Marcos Faundez-Zanuy, Jiří Mekyska, Virginia Espinosa-Duro
In this paper we present a new thermographic image database suitable for the analysis of automatic focus measures.
no code implementations • 11 Mar 2022 • Marcos Faundez-Zanuy, Enric Sesa-Nogueras
In this paper we present some experiments to automatically classify online handwritten text based on capital letters.
no code implementations • 10 Mar 2022 • Marcos Faundez-Zanuy, Antonio Satue-Villar, Jiri Mekyska, Viridiana Arreola, Pilar Sanz, Carles Paul, Luis Guirao, Mateu Serra, Laia Rofes, Pere Clavé, Enric Sesa-Nogueras, Josep Roure
Parkinson's disease (PD) is the second most frequent neurodegenerative disease with prevalence among general population reaching 0. 1-1 %, and an annual incidence between 1. 3-2. 0/10000 inhabitants.
no code implementations • 9 Mar 2022 • Marcos Faundez-Zanuy, Enric Sesa-Nogueras, Stefano Marinozzi
The present work is based on the COST Action IC1206 for De-identification in multimedia content.
no code implementations • 9 Mar 2022 • Elsa Fernandez, Jordi Sole-Casals, Pilar M. Calvo, Marcos Faundez-Zanuy, Karmele Lopez-de-Ipina
Dementia, and specially Alzheimer s disease (AD) and Mild Cognitive Impairment (MCI) are one of the most important diseases suffered by elderly population.
no code implementations • 8 Mar 2022 • Marcos Faundez-Zanuy, Enric Sesa-Nogueras, Josep Roure-Alcobé, Anna Esposito, Jiri Mekyska, Karmele López-de-Ipiña
This paper contributes to this research line analyzing a selected set of online handwriting parameters provided by a healthy group of population aged from 18 to 70 years.
no code implementations • 8 Mar 2022 • Stefano Marinozzi, Marcos Faundez-Zanuy
The present work is based on the COST Action IC1206 for De-identification in multimedia content.
no code implementations • 7 Mar 2022 • Marcos Faundez-Zanuy
This paper deals the combination of nonlinear predictive models with classical LPCC parameterization for speaker recognition.
no code implementations • 7 Mar 2022 • Oscar Oliva, Marcos Faundez-Zanuy
In this paper we compare several ADPCM schemes with nonlinear prediction based on neural nets with the classical ADPCM schemes based on several linear prediction schemes.
no code implementations • 7 Mar 2022 • Marcos Faundez-Zanuy
In this paper we propose a Non-Linear Predictive Vector quantizer (PVQ) for speech coding, based on Multi-Layer Perceptrons.
no code implementations • 4 Mar 2022 • Antonio Satue-Villar, Marcos Faundez-Zanuy
This paper presents a new database collected from a bilingual speakers set (49), in two different languages: Spanish and Catalan.
no code implementations • 3 Mar 2022 • Marcos Faundez-Zanuy
Recently several papers have been published on nonlinear prediction applied to speech coding.
no code implementations • 24 Feb 2022 • Marcos Faundez-Zanuy, Francesc Vallverdu-Bayes
A novel approach for speech segmentation is proposed, based on Multilevel Hybrid (mean/min) Filters (MHF) with the following features: An accurate transition location.
no code implementations • 24 Feb 2022 • Marcos Faundez-Zanuy
This paper presents an exhaustive study about the robustness of several parameterizations, in speaker verification and identification tasks.
no code implementations • 24 Feb 2022 • Marcos Faundez-Zanuy, Oscar Oliva-Suarez
Many speech coders are based on linear prediction coding (LPC), nevertheless with LPC is not possible to model the nonlinearities present in the speech signal.
no code implementations • 24 Feb 2022 • Marcos Faundez-Zanuy
In this paper we propose a Non-Linear Predictive Vector quantizer (PVQ) for speech coding, based on Multi-Layer Perceptrons.
no code implementations • 24 Feb 2022 • Marcos Faundez-Zanuy, Xavi Domingo-Reguant
This paper applies the quadtree structure for image coding.
no code implementations • 24 Feb 2022 • Josep-Maria Cusco, Marcos Faundez-Zanuy
Multi-Angled Parallelism (MAP) is a method to recognize lines in binary images.
no code implementations • 24 Feb 2022 • Marcos Faundez-Zanuy, Mattias Nilsson, W. Bastiaan Kleijn
In this paper we discuss the relevance of bandwidth extension for speaker identification tasks.
no code implementations • 24 Feb 2022 • Virginia Espinosa-Duró, Marcos Faundez-Zanuy, Jiří Mekyska
In this paper we present a new database acquired with three different sensors (visible, near infrared and thermal) under different illumination conditions.
no code implementations • 24 Feb 2022 • Marcos Faundez-Zanuy, Julian Fierrez, Miguel A. Ferrer, Moises Diaz, Ruben Tolosana, Réjean Plamondon
Background- This paper summarizes the state-of-the-art and applications based on online handwritting signals with special emphasis on e-security and e-health fields.
no code implementations • 24 Feb 2022 • Enric Sesa-Nogueras, Marcos Faundez-Zanuy, Manuel-Vicente Garnacho-Castaño
For each fatigue level, the identification and verification performance of these methods is measured.
no code implementations • 24 Feb 2022 • Marcos Faundez-Zanuy, Jiri Mekyska, Donato Impedovo
Background: An advantageous property of behavioural signals , e. g. handwriting, in contrast to morphological ones, such as iris, fingerprint, hand geometry, etc., is the possibility to ask a user for a very rich amount of different tasks.
no code implementations • 23 Feb 2022 • Laurence Likforman-Sulem, Anna Esposito, Marcos Faundez-Zanuy, Stephan Clemençon, Gennaro Cordasco
We use this ranking process to identify the features which best reveal a targeted emotional state.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy, Enric Monte-Moreno
Recent advances in speech technologies have produced new tools that can be used to improve the performance and flexibility of speaker recognition While there are few degrees of freedom or alternative methods when using fingerprint or iris identification techniques, speech offers much more flexibility and different levels for performing recognition: the system can force the user to speak in a particular manner, different for each attempt to enter.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy
This paper presents an overview of the main topics related to biometric security technology, with the main purpose to provide a primer on this subject.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy, Joan Fabregas
This paper describes the operational evaluation of a door-opening system based on a low-cost inkless fingerprint sensor.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy
In the XXIth century there is a strong interest on privacy issues.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy, Francesc Tarres-Ruiz
The performance of block matching methods has been measured in terms of the entropy in the error signal between the motion compensated and the original frames.
no code implementations • 23 Feb 2022 • Carlos Alonso-Martinez, Marcos Faundez-Zanuy, Jiri Mekyska
Methods In this paper, we will analyze a large set of databases (BIOSECURID, EMOTHAW, PaHaW, Oxygen-Therapy and SALT), which contain a total amount of 663 users and 17951 files.
no code implementations • 23 Feb 2022 • Joan Fabregas, Marcos Faundez-Zanuy
This context corresponds to a real operation, where a new user tries to enroll an existing system and must be automatically guided by the system in order to detect the failure to enroll situations.
no code implementations • 23 Feb 2022 • Xavier Font-Aragones, Marcos Faundez-Zanuy, Jiri Mekyska
In this paper we present a method to identify people by means of thermal (TH) and visible (VIS) hand images acquired simultaneously with a TESTO 882-3 camera.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy
This paper provides a technological evaluation of two Automatic Fingerprint Identification Systems (AFIS) used in forensic applications.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy
Although there has been a dramatically reduction on the prices of capturing devices and an increase on computing power in the last decade, it seems that biometric systems are still far from massive adoption for civilian applications.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy, Jordi Sole-Casals
In this paper we propose the inversion of nonlinear distortions in order to improve the recognition rates of a speaker recognizer system.
no code implementations • 23 Feb 2022 • Marcos Faundez-Zanuy, Jose Juan Lucena-Molina, Martin Hagmueller
In this article, the authors discuss the problem of forensic authentication of digital audio recordings.
no code implementations • 2 Nov 2021 • Julian Fierrez, Javier Galbally, Javier Ortega-Garcia, Manuel R Freire, Fernando Alonso-Fernandez, Daniel Ramos, Doroteo Torre Toledano, Joaquin Gonzalez-Rodriguez, Juan A Siguenza, Javier Garrido-Salas, E Anguiano, Guillermo Gonzalez-de-Rivera, Ricardo Ribalda, Marcos Faundez-Zanuy, JA Ortega, Valentín Cardeñoso-Payo, A Viloria, Carlos E Vivaracho, Q Isaac Moro, Juan J Igarza, J Sanchez, Inmaculada Hernaez, Carlos Orrite-Urunuela, Francisco Martinez-Contreras, Juan José Gracia-Roche
A new multimodal biometric database, acquired in the framework of the BiosecurID project, is presented together with the description of the acquisition setup and protocol.