Texture descriptor combining fractal dimension and artificial crawlers

Texture is an important visual attribute used to describe images. There are many methods available for texture analysis. However, they do not capture the details richness of the image surface. In this paper, we propose a new method to describe textures using the artificial crawler model. This model assumes that each agent can interact with the environment and each other. Since this swarm system alone does not achieve a good discrimination, we developed a new method to increase the discriminatory power of artificial crawlers, together with the fractal dimension theory. Here, we estimated the fractal dimension by the Bouligand-Minkowski method due to its precision in quantifying structural properties of images. We validate our method on two texture datasets and the experimental results reveal that our method leads to highly discriminative textural features. The results indicate that our method can be used in different texture applications.Comment: 12 pages 9 figures. Paper in press: Physica A: Statistical Mechanics and its Application

Complex network classification using partially self-avoiding deterministic walks

Complex networks have attracted increasing interest from various fields of science. It has been demonstrated that each complex network model presents specific topological structures which characterize its connectivity and dynamics. Complex network classification rely on the use of representative measurements that model topological structures. Although there are a large number of measurements, most of them are correlated. To overcome this limitation, this paper presents a new measurement for complex network classification based on partially self-avoiding walks. We validate the measurement on a data set composed by 40.000 complex networks of four well-known models. Our results indicate that the proposed measurement improves correct classification of networks compared to the traditional ones

Adulterants found in mixtures of illegal psychoactive drugs

Os danos biológicos causados pelo uso de substâncias psicoactivas ilegais podem resultar não só das substâncias ilegais por si só, mas também da presença de substâncias que os traficantes lhes adicionam no sentido de aumentar o volume final de droga (substâncias de corte). O objectivo central do presente estudo consistiu na análise de substâncias psicoactivas ilegais e dos seus contaminantes/adulterantes, pela conjugação de esforços entre CHECK-IN/ APDES e o Instituto Nacional de Medicina Legal do Porto. Esta colaboração permitiu comparar dados portugueses com os dados gerados pelo projecto Energy Control em Espanha, que se tem dedicado desde há mais de 10 anos à redução de riscos. The biological damages caused by the use of illicit psychoactive substances can result not only from the illegal substances themselves, but can also be due to substances that dealers had to the mixtures in order to increase the overall volume of drug (cutting substances). The central aim of the present study was analysing illegal psychoactive substances and their contaminants/adulterants, through the conjugation of efforts by CHECK-IN/APDES and Instituto Nacional de Medicina Legal do Porto. This cooperation allowed the comparison of Portuguese data with the data that were collected in Spain by Energy Control, a project that has been working in risk reduction for the past 10 years

Numerical study of the unsteadiness of a ground vortex

Single impinging jets in a crossflow are typical in impingement cooling applications in industry, as well as of the flow beneath a V/STOL aircraft. In this latter application, a primary design consideration is the flow environment induced by the propulsion system during hover with zero or small forward momentum. Ground effect phenomena may occur and change the lift forces on the aircraft, cause re-ingestion of exhaust gases into the engine intake and raise fuselage skin temperatures. An important source of each is the ground vortex which forms far upstream of the impinging jet when the resulting radial wall jet meets a crossflow. Numerical and experimental studies have also been performed in this area. Some were dedicated to the study of the more fundamental configurations: single or multiple impinging jets through a crossflow. The present thesis extends the analysis of (Pandya, Murman, & Sankaran, 2003) to a wider range of velocity ratios, VR, from 0.065 to 0.2. The impact zone of a wall jet with a boundary layer was studied computationally using a Reynolds Averaged Navier-Stokes (RANS) approach with the “k-ε” turbulence model. The computational domain corresponds to complete experimental rig of (Cimbala, Billet, Gaublomme, & Oefelein, 1991) and the measured boundary conditions were used. It was found that the gross features of the flow are well predicted, and the fluctuations of the flowfield around the ground vortex occur in a very small region near the wall where the impact between each flow occurs. The computational results showed a cyclic formation of two small secondary vortexes that appear and disappear cyclically around the separation and maximum penetration points of the ground vortex. This result confirms the observation of (Pandya, Murman, & Sankaran, 2003). The frequency of the “puffing” was found to compare well with the experimental results for VR=0.1, and the structure of the impact zone is similar. First, the wall jet fluid start to penetrate into the boundary layer side until a very small counterclockwise rotating vortex appears. Then it starts to grow blocking the passage of the clockwise rotating fluid of the wall jet, and a new small vortex appears, but now with clockwise vorticity. A particular result was obtained for VR=0.175. The flow exhibits a periodic behaviour, but no secondary vortexes are detected. Nevertheless, in this case the frequency was found to correlate well with the values obtained for VR=0.1, 0.125, and 0.15. For the case of very low velocity crossflow (small VR) the computations exhibit a stationary solution, which is in agreement with previous experimental results. For strong crossflows (large VR) the flow is also stationary, although there is a transition region of some unsteadiness without secondary vortexes present. The present work has shown that for a finite interval of velocity ratios between the impinging jet and the crossflow periodic oscillations of the ground vortex are observed. The results indicate a pattern similar to the “puffing” mechanism described by (Cimbala, Billet, Gaublomme, & Oefelein, 1991)