Hyperspectral images classification relies on the accurate and efficient extraction of discriminative features, detail preservation, learning with limited training samples. This article, therefore, presents an advanced neural network architecture combined convolutional conditional random fields (ConvCRF) region growing (RGW) approaches to address these key issues. First, a depthwise separable f...

By Polnarev’s method we analytically calculate the polarization spectra of the cosmic microwave background radiation (CMB) generated by cosmic relic gravitational waves (RGW). In this analytic approach the physics involved in this generating process is more transparent. Consequently, the effects due to various elements of physics can be isolated easily. In solving the equation for evolution of ...

In this paper, we propose a new approach to secure and easy-to-use remote access to networked appliances (NAs). Based on the proposed approach, we develop a system in which servers in an Internet service provider network and a residential gateway (RGW) in a home network play an important role, including secure communication. The system allows us to access NAs, using mobile phone and PC anytime ...

In this paper, two H-plane horn antennae are designed using groove and ridge gap waveguide (GGW RGW) techniques. the proposed structures, is partially filled with a dielectric to control amplitude phase distribution across antenna aperture so that very low side lobe level (SLL) can be achieved. Two sample simulated for frequency range from 12 16 GHz, prototypes fabricated. The fabricated show q...

Variances and covariances were estimated for birth weight (BWT), weaning weight (WW), yearling gain (YG), yearling weight (YW), yearling height (YH), relative growth from birth to weaning (RGW) and weaning to yearling (RGY), and mature weight (MW). Field records on 572,446 Polled Hereford cattle were analyzed. Because multiple dam weights were collected on a cow the MW used in the analysis was ...

The TISPAN group from ETSI is currently working on the specification a Next Generation Network (NGN), based on the IP Multimedia Subsystem (IMS) as the service control architecture. This NGN provide a extensible platform that supports the delivering of next generation multimedia services with QoS requirements over multiple access network technologies. Nevertheless, the QoS solutions developed b...

Aiming at overcoming the disadvantages of the algorithm proposed by White, R. G. (RGW) and making it applicable for PolSAR data classification, a novel edge-detection algorithm based on segmentation for Polarimetric SAR images is proposed in this paper. As one of the famous algorithms based on objected-oriented segmentation, RGW has been used extensively in image segmentation. However, it also ...

Internet access has been, until now, the main driver for the generalization of broadband connections in the residential market. Simple IP based services like email and web browsing were, during many years, the typical services provided to residential customers. Today the telecommunications market is changing and operators are looking for ways to provide, through those same IP broadband connecti...

In this paper, we improve the calculation of the relic gravitational waves (RGW) in two aspects: First, we investigate the transfer function after considering the redshift-suppression effect, the accelerating expansion effect, the damping effect of free-streaming relativistic particles, and the damping effect of cosmic phase transition, and give a simple approximate analytic expression, which c...

Background: Because of the growing population and increasing freshwater consumption, treatment reuse greywater have been widely considered. The application a new environmentally friendly method for synthetic real (RGW) is utmost importance. This study aimed to evaluate efficiency combination ozonation, biological activated carbon, ultrafiltration (O3 /BAC/UF) in removal chemical oxygen demand (...