An incremental learning algorithm for face recognition

[EN]In face recognition, where high-dimensional representation spaces are generally used, it is very important to take advantage of all the available information. In particular, many labelled facial images will be accumulated while the recognition system is functioning, and due to practical reasons some of them are often discarded. In this paper, we propose an algorithm for using this information. The algorithm has the fundamental characteristic of being incremental. On the other hand, the algorithm makes use of a combination of classification results for the images in the input sequence. Experiments with sequences obtained with a real person detection and tracking system allow us to analyze the performance of the algorithm, as well as its potential improvements.

Phosphate Deficiency Induces the Jasmonate Pathway and Enhances Resistance to Insect Herbivory.

During their life cycle, plants are typically confronted by simultaneous biotic and abiotic stresses. Low inorganic phosphate (Pi) is one of the most common nutrient deficiencies limiting plant growth in natural and agricultural ecosystems, while insect herbivory accounts for major losses in plant productivity and impacts ecological and evolutionary changes in plant populations. Here, we report that plants experiencing Pi deficiency induce the jasmonic acid (JA) pathway and enhance their defense against insect herbivory. Pi-deficient Arabidopsis (Arabidopsis thaliana) showed enhanced synthesis of JA and the bioactive conjugate JA-isoleucine, as well as activation of the JA signaling pathway, in both shoots and roots of wild-type plants and in shoots of the Pi-deficient mutant pho1 The kinetics of the induction of the JA signaling pathway by Pi deficiency was influenced by PHOSPHATE STARVATION RESPONSE1, the main transcription factor regulating the expression of Pi starvation-induced genes. Phenotypes of the pho1 mutant typically associated with Pi deficiency, such as high shoot anthocyanin levels and poor shoot growth, were significantly attenuated by blocking the JA biosynthesis or signaling pathway. Wounded pho1 leaves hyperaccumulated JA/JA-isoleucine in comparison with the wild type. The pho1 mutant also showed an increased resistance against the generalist herbivore Spodoptera littoralis that was attenuated in JA biosynthesis and signaling mutants. Pi deficiency also triggered increased resistance to S. littoralis in wild-type Arabidopsis as well as tomato (Solanum lycopersicum) and Nicotiana benthamiana, revealing that the link between Pi deficiency and enhanced herbivory resistance is conserved in a diversity of plants, including crops.

A simple but efficient voice activity detection algorithm through Hilbert transform and dynamic threshold for speech pathologies

A simple but efficient voice activity detector based on the Hilbert transform and a dynamic threshold is presented to be used on the pre-processing of audio signals -- The algorithm to define the dynamic threshold is a modification of a convex combination found in literature -- This scheme allows the detection of prosodic and silence segments on a speech in presence of non-ideal conditions like a spectral overlapped noise -- The present work shows preliminary results over a database built with some political speech -- The tests were performed adding artificial noise to natural noises over the audio signals, and some algorithms are compared -- Results will be extrapolated to the field of adaptive filtering on monophonic signals and the analysis of speech pathologies on futures works

An algorithm for the inclusion of RC compact models of packages into board level thermal simulation tools

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Low-Molecular-Weight Fucoidan Induces Endothelial Cell Migration via the PI3K/AKT Pathway and Modulates the Transcription of Genes Involved in Angiogenesis

Low-molecular-weight fucoidan (LMWF) is a sulfated polysaccharide extracted from brown seaweed that presents antithrombotic and pro-angiogenic properties. However, its mechanism of action is not well-characterized. Here, we studied the effects of LMWF on cell signaling and whole genome expression in human umbilical vein endothelial cells and endothelial colony forming cells. We observed that LMWF and vascular endothelial growth factor had synergistic effects on cell signaling, and more interestingly that LMWF by itself, in the absence of other growth factors, was able to trigger the activation of the PI3K/AKT pathway, which plays a crucial role in angiogenesis and vasculogenesis. We also observed that the effects of LMWF on cell migration were PI3K/AKT-dependent and that LMWF modulated the expression of genes involved at different levels of the neovessel formation process, such as cell migration and cytoskeleton organization, cell mobilization and homing. This provides a better understanding of LMWF's mechanism of action and confirms that it could be an interesting therapeutic approach for vascular repair.

Reduced lipoapoptosis, hedgehog pathway activation and fibrosis in caspase-2 deficient mice with non-alcoholic steatohepatitis

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Porosity imaged by a vector projection algorithm correlates with fractal dimension measured on 3D models obtained by microCT

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kpath: An example of metabolic pathway data integration using Linked Data

The main databases related to metabolic pathways, such as Kegg, Brenda, Reactome and Biocyc, provide partially interlinked data on metabolic pathways. This limitation only allows independent searches to retrieve cross-database information on metabolism and restricts the use of more complex searches to discover new knowledge or relationships.

A Mapping-Scheduling Algorithm for Hardware Acceleration on Reconfigurable Platforms

Reconfigurable platforms are a promising technology that offers an interesting trade-off between flexibility and performance, which many recent embedded system applications demand, especially in fields such as multimedia processing. These applications typically involve multiple ad-hoc tasks for hardware acceleration, which are usually represented using formalisms such as Data Flow Diagrams (DFDs), Data Flow Graphs (DFGs), Control and Data Flow Graphs (CDFGs) or Petri Nets. However, none of these models is able to capture at the same time the pipeline behavior between tasks (that therefore can coexist in order to minimize the application execution time), their communication patterns, and their data dependencies. This paper proves that the knowledge of all this information can be effectively exploited to reduce the resource requirements and the timing performance of modern reconfigurable systems, where a set of hardware accelerators is used to support the computation. For this purpose, this paper proposes a novel task representation model, named Temporal Constrained Data Flow Diagram (TCDFD), which includes all this information. This paper also presents a mapping-scheduling algorithm that is able to take advantage of the new TCDFD model. It aims at minimizing the dynamic reconfiguration overhead while meeting the communication requirements among the tasks. Experimental results show that the presented approach achieves up to 75% of resources saving and up to 89% of reconfiguration overhead reduction with respect to other state-of-the-art techniques for reconfigurable platforms.

The multiscale entropy algorithm and its variants: a review

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Evaluación diagnóstica de la biopsia de próstata, por octantes, transrectal, ecodirigida, frente al antígeno prostático específico (PSA) e histopatología postoperatoria para patología prostática, Hospital José Carrasco Arteaga IESS. Cuenca 2007

Con el objetivo de validación de la biopsia transrectal de próstata por octantes guiada por ecografía, como criterio diagnóstico de enfermedad prostática maligna, frente a la histopatología en pacientes con antígeno específico de próstata sugestivo de neoplasia. Materiales y método: con un diseño descriptivo y una muestra no probabilística se incluyeron 124 pacientes que cumplieron los criterios de inclusión para la toma de biopsia por octantes en el Servicio de Imagenología del Hospital José Carrasco durante el año 2007. Se calculó sensibilidad, especificidad, valor predictivo positivo y negativo e índice de verosimilitud positivo y negativo.Resultados. La población de estudio estuvo representada por varones de 67.5 ± 10.8 años de edad (rango 40 a 90), con 25.8% de hipertensos y 8.1% de EPOC. El peso prostático fue de 69.2 ± 34.9 g (rango 18 a 306). El 96.4% tuvo PSA > 4 ng/dl. El índice PSA libre/PSA total fue anormal en el 69.4% con una mediana de 0,10 (P25 0,07 – P75 0,15). La sensibilidad de la biopsia por octantes ecodirigida fue del 92.4% (IC95% 84,4 – 100), la especificidad del 92.9% (IC95% 86,3 – 99,6), el índice de verosimilitud + del 13,13 (IC95% 5,6 – 30,6) y el índice de verosimilitud - del 0,03 (IC95% 0,03 – 0,21). Hubo un 13.7% de hematuria y un 12,1% de disuria, como complicaciones del examen. Discusión: el diagnóstico de cáncer de próstata sólo puede ser establecido mediante el estudio histológico del tejido prostático. La aparición de la ecografía transrectal y la toma de muestras ecodirigidas ha aumentado considerablemente el rendimiento diagnóstico de la biopsia de próstataanalizarán utilizando las pruebas estadísticas de acuerdo al tipo de variables.au

Validación del antígeno prostático específico [PSA] y densidad del PSA [PSAD] en el diagnóstico precoz del cáncer de próstata: Determinación del PSA sérico y PSAD, en correlación con el tacto rectal y ecografía transrectal de próstata para el diagnóstico precoz del cáncer de próstata, Hospital Vicente Corral Moscoso,1999 - 2001. Cuenca-Ecuador

El adenocarcinoma de próstata, es una patología que ha ido ganando espacio en nuestro medio, por esta razón este trabajo de investigación se dedicó al estudio del PSA sérico, importante marcador tumoral y a su método alternativo de interpretación PSAD, para el diagnóstico como son el tacto digital y la ecografía transrectal, de próstata [ETRP]. Se incluyeron en este estudio 63 pacientes hombres mayores de 45 años, con síntomas y signos de protatismo, con PSA igual o mayor a 10 ng/ml, PSAD igual o mayor a 0.15, con alteraciones sospechosas al tacto rectal y a la ecografía transrectal, todos se sometieron a biopsia transrectal de próstata. Se trata de un estudio comparativo cuasi experimental entre los diferentes procedimientos para el diagnóstico precoz del cáncer de próstata. La selección de los pacientes se realizó durante dos años [1999-2000], en la consulta externa de urología del Hospital Vicente Corral Moscoso, valorados por el autor de esta tesis y sus análisis realizados en un solo laboratorio clínico [Hospital de Solca ], y en mismo centro radiológico. De este total de pacientes el 25.39 por ciento presentaron cáncer de próstata, la sensibilidad y especificidad de la PSAD supera en forma significativa a la del PSA sérico, ya que sus valores aumentan en pacientes con lesiones sospechosas al tacto rectal y la ETRP, siendo de utilidad sobre todo en pacientes con PSA entre 4-10 ng/ml reduciendo así el número de biopsias prostáticas negativas. Al relacionar niveles de PSA y PSAD con biopsia prostática se determinó que el PSA tiene una sensibilidad del 87.5 por ciento y una especificidad del 63.82 por ciento, siendo superado por la PSAD que presenta una sensibilidad del 93.75 por ciento y una especificidad del 65.95 por ciento para el diangóstico precoz del cáncer de próstata. Importante decir que toda próstata sospechosa al tacto rectal y a la ETRP, independiente de los resultados del PSA y PSAD debería realizarse biopsia prostática para descartar neoplasia, ya que cerca del 20 por ciento de pacientes con cáncer de próstata localizado presenta un PSA por debajo de 4 ng/ml

A multi-method study of the transformation of the carbonaceous skeleton of a polymer-based nanoporous carbon along the activation pathway

The change in the carbonaceous skeleton of nanoporous carbons during their activation has received limited attention, unlike its counterpart process in the presence of an inert atmosphere. Here we adopt a multi-method approach to elucidate this change in a poly(furfuryl alcohol)-derived carbon activated using cyclic application of oxygen saturation at 250 °C before its removal (with carbon) at 800 °C in argon. The methods used include helium pycnometry, synchrotron-based X-ray diffraction (XRD) and associated radial distribution function (RDF) analysis, transmission electron microscopy (TEM) and, uniquely, electron energy-loss spectroscopy spectrum-imaging (EELS-SI), electron nanodiffraction and fluctuation electron microscopy (FEM). Helium pycnometry indicates the solid skeleton of the carbon densifies during activation from 78% to 93% of graphite. RDF analysis, EELS-SI, and FEM all suggest this densification comes through an in-plane growth of sp2 carbon out to the medium range without commensurate increase in order normal to the plane. This process could be termed ‘graphenization’. The exact way in which this process occurs is not clear, but TEM images of the carbon before and after activation suggest it may come through removal of the more reactive carbon, breaking constraining cross-links and creating space that allows the remaining carbon material to migrate in an annealing-like process.

Raman spectroscopy study of the transformation of the carbonaceous skeleton of a polymer-based nanoporous carbon along the thermal annealing pathway

We report a multi-wavelength Raman spectroscopy study of the structural changes along the thermal annealing pathway of a poly(furfuryl alcohol) (PFA) derived nanoporous carbon (NPC). The Raman spectra were deconvoluted utilizing G, D, D′, A and TPA bands. The appropriateness of these deconvolutions was confirmed via recovery of the correct dispersive behaviours of these bands. It is proposed that the ID/IG ratio is composed of two parts: one associated with the extent of graphitic crystallites (the Tuinstra–Koenig relationship), and a second related to the inter-defect distance. This model was used to successfully determine the variation of the in-plane size and intra-plane defect density along the annealing pathway. It is proposed that the NPC skeleton evolves along the annealing pathway in two stages: below 1600 °C it was dominated by a reduction of in-plane defects with a minor crystallite growth, and above this temperature growth of the crystallites accelerates as the in-plane defect density approaches zero. A significant amount of transpolyacetylene (TPA)-like structures was found to be remaining even at 2400 °C. These may be responsible for resistance to further graphitization of the PFA-based carbon at higher temperatures.