Automated Video Description for Blind and Low Vision Users

Aditya Bodi, Pooyan Fazli, Shasta Ihorn, Y. Siu, A. T. Scott, Lothar D Narins, Yash Kant, Abhishek Das, Ilmi Yoon
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引用次数: 10

Abstract

Video accessibility is crucial for blind and low vision users for equitable engagements in education, employment, and entertainment. Despite the availability of professional description services and tools for amateur description, most human-generated descriptions are expensive and time consuming, and the rate of human-generated descriptions simply cannot match the speed of video production. To overcome the increasing gaps in video accessibility, we developed a system to automatically generate descriptions for videos and answer blind and low vision users’ queries on the videos. Results from a pilot study with eight blind video aficionados indicate the promise of this system for meeting needs for immediate access to videos and validate our efforts in developing tools in partnership with the individuals we aim to benefit. Though the results must be interpreted with caution due to the small sample size, participants overall reported high levels of satisfaction with the system, and all preferred use of the system over no support at all.
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盲人和低视力用户的自动视频描述
视频无障碍对于盲人和低视力用户公平参与教育、就业和娱乐至关重要。尽管有专业的描述服务和业余描述工具,但大多数人工生成的描述都是昂贵和耗时的,而且人工生成描述的速度根本无法与视频制作的速度相匹配。为了克服日益增长的视频可访问性差距,我们开发了一个系统来自动生成视频描述,并回答盲人和低视力用户对视频的查询。对8名盲人视频爱好者进行的初步研究结果表明,该系统有望满足即时访问视频的需求,并验证了我们在与我们旨在受益的个人合作开发工具方面所做的努力。尽管由于样本量小,必须谨慎地解释结果,但参与者总体上报告了对系统的高满意度,并且所有人都更喜欢使用系统而不是完全没有支持。
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