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Image processing for eye detection and classification of the gaze direction

机译:用于眼睛检测和注视方向分类的图像处理

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The vision has many sensors responsible for capturing information that is sent to the brain. The gaze reflects its attention, intention and interest of the brain towards the outside world. Therefore, the detection of the gaze direction is a promising alternative for the simulation programs, virtual reality applications and human-machine special communication. Cheaper devices to capture images and increase the power processing of personal computers motivate studies that allow human-machine interactivity. The application of techniques to detect the gaze direction has the possibility of improving significantly the interaction between people with motor deficiency and personal computers. The objective of this work is to provide a system that uses techniques of digital image processing to classify the gaze direction. The results show the complexity and efficiency of a system that performs not only the acquisition of images but also their classification by using artificial neural networks.
机译:视觉具有许多传感器,负责捕获发送到大脑的信息。凝视反映了其对外界的注意力,意图和兴趣。因此,注视方向的检测是模拟程序,虚拟现实应用程序和人机特殊通信的有前途的替代方法。廉价的捕获图像并提高个人计算机处理能力的设备推动了允许人机交互的研究。检测视线方向的技术的应用有可能显着改善运动障碍者与个人计算机之间的交互。这项工作的目的是提供一种使用数字图像处理技术对注视方向进行分类的系统。结果表明,使用人工神经网络不仅执行图像采集,而且还进行图像分类的系统的复杂性和效率。

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