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Image steganalysis is to discriminate innocent images and those suspected images with hidden messages. In this paper, we propose a unified Convolutional Neural Network (CNN) model for this task. In order to reliably detect modern steganographic algorithms, we design the proposed model from two aspects. For the first, different from existing CNN based steganalytic algorithms that use a predefined highpass...
Due to global climate change, frequency of devastating floods tends to be higher and the loss of human lives and property increasing obviously. Development of intelligent flood risk analysis is a trend for flood disaster research. By using one and two-dimensional dynamic coupling hydrodynamic model, to establish a flood control protection region flood routing computation model. The model can calculate...
We investigate nonparaxial accelerating electron beams theoretically in two and three dimensions. Starting from the Klein–Gordon equation, we obtain the Helmholtz equation for electron beams. We demonstrate that the electron beams can accelerate along semi-circular, parabolic, and semi-elliptic trajectories. The shape of the trajectory is determined by the input beam, which can be constructed by using...
As the process of traditional dynamics modeling for rigid-flexible couple system is complex, this paper introduces the theory of characteristic modeling to simplify the modeling process. Unlike other reduced-order models, characteristic model compresses the high-order information into the characteristic parameters. Therefore, it will not lose model information. In addition, in order to improve the...
By using a continuation theorem based on coincidence degree, we study the global existence of positive periodic solution of the periodic Lotka-Volteraa food chain model with delays. A set of easily verifiable sufficient conditions are obtained, some new results obtained.
PaaS is one of the most popular paradigms of cloud computing and the performance guarantee of PaaS-oriented applications has been critically concerned. Performance models, such as a Layer Queue Network (LQN) model, are efficient at performance guaranteeing in a highly dynamic computing environment for their capabilities of capacity planning. However, it is not a trivial work to build and employ such...
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