BriefGPT.xyz
May, 2021
粗到细的多分辨率时间卷积网络
Coarse to Fine Multi-Resolution Temporal Convolutional Network
HTML
PDF
Dipika Singhania, Rahul Rahaman, Angela Yao
TL;DR
本文提出了一种新的带有多分辨率的粗到细结构解码器来处理序列断裂问题,使用多分辨率特征增强策略增强训练来提高对于不同时间分辨率的鲁棒性,同时提出了一个视频级别的行为损失来支持架构和鼓励序列的连贯性,在三个时间视频分割基准测试中打破了现有技术的记录。
Abstract
temporal convolutional networks
(TCNs) are a commonly used architecture for
temporal video segmentation
. TCNs however, tend to suffer from over-segmentation errors and require additional refinement modules to ens
→