论文标题

查找您的ASMR:自主感觉子午响应视频的感知检索接口

Find Your ASMR: A Perceptual Retrieval Interface for Autonomous Sensory Meridian Response Videos

论文作者

Zhou, Qi, Weng, Jiahao, Xie, Haoran

论文摘要

自主感觉子午响应(ASMR)是一种视频内容,旨在帮助人们放松和舒适。用户通常仅使用关键字从各个视频网站中检索ASMR内容。但是,检查令人满意的内容以反映用户使用关键字或基于内容的检索来反映用户对ASMR视频的需求是一个挑战。为了解决此问题,我们为ASMR视频提出了一个感知视频检索系统,并提供了一种新颖的检索用户界面,该系统允许用户根据观看目的和预期的期望来检索内容,例如兴奋,平静,压力和悲伤。观看视频后,ASMR视频感知数据集由情感响应的注释构建。为了验证所提出的视频检索系统,进行了用户研究,表明用户可以与基于传统的关键字的检索系统相比,可以轻松有效地检索令人满意的ASMR内容。

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.

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