← Search

Jianyu Yang

5 accepted papers

2022

MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video

CVPR 2022poster

Recent transformer-based solutions have been introduced to estimate 3D human pose from 2D keypoint sequence by considering body joints among all frames globally to learn spatio-temporal correlation. We observe that the motions of different joints differ significantly. However, the previous methods c…

Cited by 339PDFcodeScholar
2020

SIRI: Spatial Relation Induced Network For Spatial Description Resolution

NeurIPS 2020poster

Spatial Description Resolution, as a language-guided localization task, is proposed for target location in a panoramic street view, given corresponding language descriptions. Explicitly characterizing an object-level relationship while distilling spatial relationships are currently absent but crucia…

2018

A Hierarchical Model for Action Recognition Based on Body Parts

ICRA 2018poster

As increasing attention is paid on human action recognition from skeleton data, this paper focuses on such tasks by proposing a hierarchical model to discover the structure information of body-parts involved in human actions. Considering human actions as simultaneous motions of different body-parts…

Cited by 5SourceScholar