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Convolutional Neural Networks (CNNs) have delivered impressive state-of-the-art performances for many vision tasks, while the computation costs of these networks during test-time are notorious. Empirical results have discovered that CNNs have learned the redundant representations both within and across different layers. When CNNs are applied for binary classification, we investigate a method to exploit...
Nowadays, the issue of objective video quality assessment has been extensively studied. However, the human visual system (HVS) is the ultimate receiver for videos thus leading to a gap between objective scores calculated by computers and subjective preferences given by observers. In this paper, we focus on bridging this gap by introducing a psychological criterion called contrast effect. That is,...
Giving an example of a small second pressing water works, the principle, construction and characteristics as well as the application of a automatic constant pressure closed-loop water supply and monitor system, composed of PLC and industrial control configuration software and frequency converter, is introduced in this paper. The system, which is tested in the applying scene, has the features of operating...
The electro hydraulics servo tape leaf spring mill is a special equipment used to manufacture automobile tape leaf spring. The structure of main body of mill is adopted four-column type. The roll gap of mill is driven by the servo hydraulics cylinder. The type of two degree computer control system, composed by microcomputer and PLC, has been adopted in this mill. The movement control requirement of...
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