3 papers
cs.CV2022
An Efficient Framework for Few-shot Skeleton-based Temporal Action Segmentation
Leiyang Xu, Qiang Wang, Xiaotian Lin +1
Temporal action segmentation (TAS) aims to classify and locate actions in the long untrimmed action sequence. With the success of deep learning, many deep models for action segment…
cs.CV2022
Automatic dataset generation for specific object detection
Xiaotian Lin, Leiyang Xu, Qiang Wang
In the past decade, object detection tasks are defined mostly by large public datasets. However, building object detection datasets is not scalable due to inefficient image collect…
cs.CV2022
Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition
Lin Yuan, Zhen He, Qiang Wang +2
Human action recognition is a quite hugely investigated area where most remarkable action recognition networks usually use large-scale coarse-grained action datasets of daily human…