BriefGPT.xyz
Nov, 2016
单帧监督下的监控视频解析
Surveillance Video Parsing with Single Frame Supervision
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Si Liu, Changhu Wang, Ruihe Qian, Han Yu, Renda Bao
TL;DR
本文提出单帧视频分割方法(SVP),通过仅在训练阶段需要有标注的视频中的一个标记帧来完成视频的分割。该方法包括三个组成部分:帧分割、光流估计和时域融合,最终在监控视频数据集上的实验结果表明SVP方法优于其他方法。
Abstract
surveillance video parsing
, which segments the video frames into several labels, e.g., face, pants, left-leg, has wide applications. However,pixel-wisely annotating all frames is tedious and inefficient. In this paper, we develop a
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