Search Results for author: Renliang Weng

Found 5 papers, 4 papers with code

Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking

1 code implementation31 May 2022 Peng Dai, Yiqiang Feng, Renliang Weng, ChangShui Zhang

The recent trend in multiple object tracking (MOT) is heading towards leveraging deep learning to boost the tracking performance.

Multiple Object Tracking

Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localization

1 code implementation CVPR 2022 Yu Zhan, Fenghai Li, Renliang Weng, Wongun Choi

Accurate and generalizable absolute 3D human pose estimation from monocular 2D pose input is an ill-posed problem.

 Ranked #1 on Monocular 3D Human Pose Estimation on Human3.6M (Use Video Sequence metric)

Monocular 3D Human Pose Estimation

IIP-Transformer: Intra-Inter-Part Transformer for Skeleton-Based Action Recognition

no code implementations26 Oct 2021 Qingtian Wang, Jianlin Peng, Shuze Shi, Tingxi Liu, Jiabin He, Renliang Weng

From the data aspect, we introduce a part-level skeleton data encoding that significantly reduces the computational complexity and is more robust to joint-level skeleton noise.

Action Recognition Data Augmentation +1

Learning a Proposal Classifier for Multiple Object Tracking

1 code implementation CVPR 2021 Peng Dai, Renliang Weng, Wongun Choi, ChangShui Zhang, Zhangping He, Wei Ding

In this paper, we propose a novel proposal-based learnable framework, which models MOT as a proposal generation, proposal scoring and trajectory inference paradigm on an affinity graph.

Clustering Graph Clustering +2

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