BriefGPT.xyz
Aug, 2023
关于少样本动作识别中空间关系的重要性
On the Importance of Spatial Relations for Few-shot Action Recognition
HTML
PDF
Yilun Zhang, Yuqian Fu, Xingjun Ma, Lizhe Qi, Jingjing Chen...
TL;DR
通过整合空间关系和时间信息,本文提出了一种新型的少样本动作识别方法 Spatial Alignment Cross Transformer (SA-CT),并利用预训练模型进一步提升性能。
Abstract
deep learning
has achieved great success in video recognition, yet still struggles to recognize novel actions when faced with only a few examples. To tackle this challenge,
few-shot action recognition
methods hav
→