Autonomous sensory meridian response (ASMR) is a type of video contents designed to help people relax and feel comfortable. Users usually retrieve ASMR contents from various video websites using only keywords. However, it is challenging to examine satisfactory contents to reflect users' needs for ASMR videos using keywords or content-based retrieval. To solve this issue, we propose a perceptual video retrieval system for ASMR videos and provide a novel retrieval user interface that allows users to retrieve content according to watching purpose and anticipated expectations, such as excitement, calmness, stress and sadness. An ASMR video perception dataset is constructed with annotations on affective responses after watching the videos. To verify the proposed video retrieval system, a user study is conducted showing that users can retrieve satisfactory ASMR contents easily and efficiently compared to conventional keywords-based retrieval systems.
翻译:自主感官度子午线反应(ASMR)是一种旨在帮助人们放松和感到舒适的视频内容,用户通常只使用关键字从各种视频网站上检索ASMR内容,然而,要用关键字或基于内容的检索来审查令人满意的内容以反映用户对ASMR视频的需求,这是很困难的。为了解决这个问题,我们建议为ASMR视频建立一个感知性视频检索系统,并提供新的检索用户界面,使用户能够根据观看的目的和预期的期望检索内容,例如兴奋、平静、压力和悲伤。一个ASMR视频感知数据集的构建配有观看视频后影响性反应的说明。为核实拟议的视频检索系统,用户进行了一项研究,表明用户能够与传统的基于关键字的检索系统相比,很容易和有效地检索令人满意的ASMR内容。