基于视觉的通信器

Avish Kabra, Chandan Agrawal, H. Pallab Jyoti Dutta, M. Bhuyan, R. Laskar
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引用次数: 1

摘要

这项工作提供了一个基于视觉的人机界面。该界面可以感知并解释眨眼作为控制以及凝视检测方法。我们使用haar-like feature等图像处理方法进行自动人脸检测,其次是基于地标的眼动追踪和眨眼检测。该注视检测机制有助于方便地控制鼠标指针,帮助残疾人进行有效的交流。还会生成热图,以便在未来的开发中,可以使用该数据为控件设计更有效的布局。考虑到转向在线解决方案的必要性,这些数据可以满足各种部门的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Vision Based Communicator
This work provides a vision-based human-computer interface. The interface senses and interprets eye-blinks as controls along with gaze detection methods. We used image processing methods like haar-like features for automatic face detection, followed by eye tracking and blink detection based on landmarks. The gaze detection mechanism helps in easy controlling of the mouse pointer which can help people with disabilities to communicate effectively. A heatmap is also generated so that in future developments, this data can be used to design a more efficient layout for the controls. Given the necessity to move towards online solutions, such data can cater to the needs of a variety of sectors.
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