Éditeur(s) : HAL CCSD
Résumé : International audience
An investigation of the eye and hand movement during the task of signature simulation was conducted. Three subjects' eye movements and hand movements were recorded using an eye-tracker and a digitizing tablet while they simulated signatures. The study revealed that eye gaze most frequently shifted within less than 17 msec of a pen velocity minimum. It is thought that the cognitive processes overseeing this movement control and the limitations of the visuomotor buffer could play an important role in the behaviour of simulating signatures and signature simulation quality.
17th Biennial Conference of the International Graphonomics Society
Pointe-à-Pitre, Guadeloupe

hal-01166493
https://hal.univ-antilles.fr/hal-01166493
https://hal.univ-antilles.fr/hal-01166493/document
https://hal.univ-antilles.fr/hal-01166493/file/IGS_2015_submission_35.pdf

Éditeur(s) : HAL CCSD
Résumé : International audience
MOTIVATION: Imaging mass spectrometry (IMS) is a maturating technique of molecular imaging. Confidence in the reproducible quality of IMS data is essential for its integration into routine use. However, the predominant method for assessing quality is visual examination, a time consuming, unstandardized and non-scalable approach. So far, the problem of assessing the quality has only been marginally addressed and existing measures do not account for the spatial information of IMS data. Importantly, no approach exists for unbiased evaluation of potential quality measures. RESULTS: We propose a novel approach for evaluating potential measures by creating a gold-standard set using collective expert judgements upon which we evaluated image-based measures. To produce a gold standard, we engaged 80 IMS experts, each to rate the relative quality between 52 pairs of ion images from MALDI-TOF IMS datasets of rat brain coronal sections. Experts' optional feedback on their expertise, the task and the survey showed that (i) they had diverse backgrounds and sufficient expertise, (ii) the task was properly understood, and (iii) the survey was comprehensible. A moderate inter-rater agreement was achieved with Krippendorff's alpha of 0.5. A gold-standard set of 634 pairs of images with accompanying ratings was constructed and showed a high agreement of 0.85. Eight families of potential measures with a range of parameters and statistical descriptors, giving 143 in total, were evaluated. Both signal-to-noise and spatial chaos-based measures performed highly with a correlation of 0.7 to 0.9 with the gold standard ratings. Moreover, we showed that a composite measure with the linear coefficients (trained on the gold standard with regularized least squares optimization and lasso) showed a strong linear correlation of 0.94 and an accuracy of 0.98 in predicting which image in a pair was of higher quality. AVAILABILITY AND IMPLEMENTATION: The anonymized data collected from the survey and the Matlab source code for data processing can be found at: https://github.com/alexandrovteam/IMS_quality. CONTACT: theodore.alexandrov@embl.de
Bioinformatics (Oxford, England)

hal-01163754
https://hal-univ-rennes1.archives-ouvertes.fr/hal-01163754
DOI : 10.1093/bioinformatics/btv266
PUBMED : 26072506

Éditeur(s) : HAL CCSD
Résumé : International audience
Graphomotor control constitutes a condition to the mastery of literacy and more widely to successful school apprenticeship. The Guadeloupian context is marked by significant rates of early school leaving and illiteracy. In such context, our research is concerned with two questions: “Does graphomotor training can help since kindergarten to strengthen graphomotor performances and the progression of literacy?” and “Which methodological approach can help to characterize the impact of graphomotor training?” By using online acquisition devices, we have tried to characterize the graphomotor skills for 132 pupils. These 3 to 5 years old children were submitted to 3 methods of graphomotor training. One of the methods that suppose family involvement, includes activities inspired by kid’s early scribbles. We considered the statistical analysis of the blind feedbacks of the teachers, of the features provided by the visuo-spatial processing of handwritten productions and of features provided by the sigma-lognormal modeling of the pupils’ movements. The results of this multimodal study show an increase in graphomotor control and in interest for drawing and handwriting tasks. The implication of these preliminary results on the pedagogical and co-educative choices is discussed.
Yves Mazabraud, Thomas Forissier, Alain Pietrus, Olivier Gros, Claire Anjou. CARIBBEAN ACADEMY OF SCIENCES 20 th GENERAL ASSEMBLY AND BIENNAL MEETING: Planning and Abstracts book. Nov 2016, Dehaies, Guadeloupe. 2016.
Deshaies, Guadeloupe

hal-01516420
https://hal.archives-ouvertes.fr/hal-01516420

Éditeur(s) : HAL CCSD Frontiers
Résumé : International audience
The generation of handwriting is a complex neuromotor skill requiring the interaction of many cognitive processes. It aims at producing a message to be imprinted as an ink trace left on a writing medium. The generated trajectory of the pen tip is made up of strokes superimposed over time. The Kinematic Theory of rapid human movements and its family of lognormal models provide analytical representations of these strokes, often considered as the basic unit of handwriting. This paradigm has not only been experimentally confirmed in numerous predictive and physiologically significant tests but it has also been shown to be the ideal mathematical description for the impulse response of a neuromuscular system. This latter demonstration suggests that the lognormality of the velocity patterns can be interpreted as reflecting the behavior of subjects who are in perfect control of their movements. To illustrate this interpretation, we present a short overview of the main concepts behind the Kinematic Theory and briefly describe how its models can be exploited, using various software tools, to investigate these ideal lognormal behaviors. We emphasize that the parameters extracted during various tasks can be used to analyze some underlying processes associated with their realization. To investigate the operational convergence hypothesis, we report on two original studies. First, we focus on the early steps of the motor learning process as seen as a converging behavior toward the production of more precise lognormal patterns as young children practicing handwriting start to become more fluent writers. Second, we illustrate how aging affects handwriting by pointing out the increasing departure from the ideal lognormal behavior as the control of the fine motricity begins to decline. Overall, the paper highlights this developmental process of merging toward a lognormal behavior with learning, mastering this behavior to succeed in performing a given task, and then gradually deviating from it with aging.
ISSN: 1664-1078

hal-01098124
https://hal.archives-ouvertes.fr/hal-01098124
DOI : 10.3389/fpsyg.2013.0094

Éditeur(s) : HAL CCSD Elsevier
Résumé : International audience
Mapping forest aboveground biomass (AGB) has become an important task, particularly for the reporting of carbon stocks and changes. AGB can be mapped using synthetic aperture radar data (SAR) or passive optical data. However, these data are insensitive to high AGB levels (>150 Mg/ha, and >300 Mg/ha for P-band), which are commonly found in tropical forests. Studies have mapped the rough variations in AGB by combining optical and environmental data at regional and global scales. Nevertheless, these maps cannot represent local variations in AGB in tropical forests. In this paper, we hypothesize that the problem of misrepresenting local variations in AGB and AGB estimation with good precision occurs because of both methodological limits (signal saturation or dilution bias) and a lack of adequate calibration data in this range of AGB values. We test this hypothesis by developing a calibrated regression model to predict variations in high AGB values (mean >300 Mg/ha) in French Guiana by a methodological approach for spatial extrapolation with data from the optical geoscience laser altimeter system (GLAS), forest inventories, radar, optics, and environmental variables for spatial inter-and extrapolation. Given their higher point count, GLAS data allow a wider coverage of AGB values. We find that the metrics from GLAS footprints are correlated with field AGB estimations (R 2 =0.54, RMSE=48.3 Mg/ha) with no bias for high values. First, predictive models, including remote-sensing, environmental variables and spatial correlation functions, allow us to obtain "wall-to-wall" AGB maps over French Guiana with an RMSE for the in situ AGB estimates of ~51 Mg/ha and R²=0.48 at a 1-km grid size. We conclude that a calibrated regression model based on GLAS with dependent environmental data can produce good AGB predictions even for high AGB values if the calibration data fit the AGB range. We also demonstrate that small temporal and spatial mismatches between field data and GLAS footprints are not a problem for regional and global calibrated regression models because field data aim to predict large and deep tendencies in AGB variations from environmental gradients and do not aim to represent high but stochastic and temporally limited variations from forest dynamics. Thus, we advocate including a greater variety of data, even if less precise and shifted, to better represent high AGB values in global models and to improve the fitting of these models for high values.
ISSN: 0303-2434

Droits : http://creativecommons.org/licenses/by/
hal-01381116
https://hal.archives-ouvertes.fr/hal-01381116
https://hal.archives-ouvertes.fr/hal-01381116/document
https://hal.archives-ouvertes.fr/hal-01381116/file/Fayad2016a.pdf
DOI : 10.1016/j.jag.2016.07.015

Résumé : Le maintien de ressources génétiques suffisamment larges est nécessaire pour assurer la viabilité et le potentiel évolutif des populations naturelles. Cette thèse a le principal objectif de caractériser la diversité et la variabilité génétique chez le genre Virola (Myristicaceae) pour décrire les processus évolutifs qui en sont à l'origine. Premièrement,une étude de la régénération d'un échantillonnage exhaustif de V. michelii a été menée dans une parcelle du dispositif expérimental de Paracou ayant subi une exploitation forestière de faible intensité et comparée à une parcelle témoin. La diversité génétique mesurée à partir de marqueurs AFLP (Amplified Fragment-Length Polymorphism, N=229) en zones perturbées s'est révélée être plis grande qu'en zone non-perturbées. Puis, l'adaptation locale a été étudiée à travers ces mêmes individus et certains loci (AFLP) montrent une sélection divergente pour des environnements contrastés, indiquant un signe d'adaptation. Enfin, l'étude des niveaux de divergence génétique chez trois espèces de Virola du bouclier guyanais (V. michelii, V. surinamensis et V. kwatae) montrent que deux d'entre elles (V. surinamensis et V. kwatae) montrent de fortes similarités génétiques malgré leur distribution sur des environnements contrastés. des Flux de gènes intersécifiques ont été mis en évidence chez ces deux espèces-soeurs et l'hypothèse d'une spéciation écologique est avancée. Ce travail a permis d'aborder différents processus évolutifs à l'origine de la diversité génétique actuelle chez ces espèces forestières tropicales et peut fournir une contribution pour appréhender le devenir des populations.
Genetic diversity is an essential component of biodiversity. The maintenance of sufficient genetic resources is needed to ensure the adaptive potential and the viability of natural populations. In the current context of global changes, the study of adaptation in living organisms is a key task, particularly for tropical forest trees that are dominant components (in terms of biomass and as ecological drivers) of some of the most diverse ecosystems on Earth. The main objective of this thesis is to characterize genetic diversity and genetic variability to understand the evolutionary processes that act on them. This ecological-genetic study was carried out at the interspecific and intraspecific level in the Virola genus.If overall high levels of genetic diversity are a guarantee of prosperity for the future of the species, it seems essential to perform studies on the impact of environmental disturbance on genetic diversity. In the first section, the genetic consequences of regeneration dynamics were studied in an exhaustive sample of V. michelii in a low-intensity logging plot and in a control plot at the Paracou experimental site. A greater genetic diversity, measured from AFLP markers (Amplified Fragment Length Polymorphism, N = 229), was found in perturbed areas. Because studying genetic diversity within species may be useful for understanding species adaptation to environmental changes, in the second section. I studied local adaptation in a population of V. michelii on the Paracou experimental site. A genome scan approach with AFLPs (N = 229) was conducted on 77 adult individuals and 401 juveniles to identify genetic differences between populations associated to contrasting conditions for an array of environmental variables. Some loci (N = 2) were found to be subject to divergent selection, indicating adaptation to contrasting habitats.In the third section, the study of levels of genetic divergence in three Virola species of the Guiana Shield (V. michelii, V. surinamensis and V. kwatae) was investigated for nuclear and chloroplast molecular markers. V. surinamensis and V. kwatae showed strong genetic similarities despite their contrasting habitats preferences. Coalescent analyses have revealed, on one hand, a recent divergence between these two species suggesting an ecological speciation, and one the other hand that interspecific gene flow occurs between these sister-species.This work focuses on understanding evolutionary processes shaping genetic diversity and provides a useful contribution for biodiversity conservation programs.

http://www.theses.fr/2011AGUY0480/document