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Dec, 2019
模仿学习:探索解读人类超出环境限制的行为
Mimetics: Towards Understanding Human Actions Out of Context
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Philippe Weinzaepfel, Grégory Rogez
TL;DR
该论文提出了一个新的数据集 Mimetics, 利用浅层神经网络在解决视频动作识别中缺乏对人类动作真正理解的问题上表现出惊人的效果,强调了人体语言通过人体姿态向行为识别问题转移的趋势。
Abstract
Recent methods for
video action recognition
have reached outstanding performances on existing benchmarks. However, they tend to leverage
context
such as scenes or objects instead of focusing on understanding the
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