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Toward Storytelling From Visual Lifelogging: An Overview

机译:从视觉生活日志转向讲故事:概述

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Visual lifelogging consists of acquiring images that capture the daily experiences of the user by wearing a camera over a long period of time. The pictures taken offer considerable potential for knowledge mining concerning how people live their lives; hence, they open up new opportunities for many potential applications in fields including healthcare, security, leisure, and the quantified self. However, automatically building a story from a huge collection of unstructured egocentric data presents major challenges. This paper provides a thorough review of advances made so far in egocentric data analysis and, in view of the current state of the art, indicates new lines of research to move us toward storytelling from visual lifelogging.
机译:视觉生活记录包括获取图像,这些图像通过长时间佩戴相机来捕获用户的日常体验。所拍摄的照片为挖掘人们的生活方式提供了巨大的潜力。因此,它们为医疗保健,安全性,休闲和量化自我等领域的许多潜在应用提供了新的机会。但是,根据大量非结构化的以自我为中心的数据自动构建故事会带来重大挑战。本文全面回顾了以自我为中心的数据分析到目前为止所取得的进展,并且鉴于当前的最新技术水平,它们指出了新的研究方向,使我们从视觉生活记录转向讲故事。

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